Accepted Papers

CBHE: Corner-based Building Height Estimation for Complex Street Scene Images

Yunxiang Zhao (University of Melbourne, Australia); Jianzhong Qi (University of Melbourne, Australia); Rui Zhang (University of Melbourne, Australia)

Classifying Extremely Short Texts by Exploiting Semantic Centroids in Word Mover’s Distance Space

Changchun Li (Jilin University, China); Jihong Ouyang (Jilin University, China); Ximing Li (Jilin University, China)

Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues

Chris Xiaoxuan Lu (University of Oxford, United Kingdom); Xuan Kan (Tongji University, China); Bowen Du (University of Warwick, United Kingdom); Changhao Chen (University of Oxford, United Kingdom); Hongkai Wen (University of Warwick, United Kingdom); Andrew Markham (University of Oxford, United Kingdom); Niki Trigoni (University of Oxford, United Kingdom); John Stankovic (University of Virginia, United States)

Title Generation for Web Tables

Braden Hancock (Stanford University, United States); Hongrae Lee (Google, United States); Cong Yu (Google, United States)

Exploring Perceived Emotional Intelligence of Personality-Driven Virtual Agents in Handling User Challenges

Xiaojuan Ma (Hong Kong University of Science and Technology, Hong Kong); Emily Yang (Hong Kong University of Science and Technology, Hong Kong); Pascale Fung (Hong Kong University of Science and Technology, Hong Kong)

SWeG: Lossless and Lossy Summarization of Tera-Scale Graphs

Kijung Shin (Carnegie Mellon University, United States); Amol Ghoting (LinkedIn, United States); Myunghwan Kim (LinkedIn, United States); Hema Raghavan (LinkedIn, United States)

No Place to Hide: Catching Fraudulent Entities in Tensors

Yikun Ban (Peking University, China); Xin Liu (Tsinghua University, China); Ling Huang (Fintec.ai, China); Yitao Duan (Netease Youdao, China); Xue Liu (McGill University, Canada); Wei Xu (Tsinghua University, China)

Using Variability as a Guiding Principle to Reduce Latency in Web Applications via OS Profiling

Amoghavarsha Suresh (State University of New York Stony Brook, United States); Anshul Gandhi (State University of New York Stony Brook, United States)

Automatic Generation of Pattern-controlled Product Description in E-commerce

Tao Zhang (Alibaba Group, China); Jin Zhang (Alibaba Group, China); Chengfu Huo (Alibaba Group, China); Weijun Ren (Alibaba Group, China)

Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation

Hongwei Wang (Shanghai Jiao Tong University, China); Fuzheng Zhang (Meituan-Dianping, China); Miao Zhao (Hong Kong Polytechnic University, Hong Kong); Wenjie Li (Hong Kong Polytechnic University, Hong Kong); Xing Xie (Microsoft, China); Minyi Guo (Shanghai Jiao Tong University, China)

Link Prediction on N-ary Relational Data

Saiping Guan (Chinese Academy of Sciences, China); Xiaolong Jin (Chinese Academy of Sciences, China); Yuanzhuo Wang (Chinese Academy of Sciences, China); Xueqi Cheng (Chinese Academy of Sciences, China)

Adversarial Sampling and Training for Semi-Supervised Information Retrieval

Dae Hoon Park (Huawei Research America, United States); Yi Chang (Jilin University, China)

Learning Travel Time Distributions with Deep Generative Model

Xiucheng Li (Nanyang Technological University, Singapore); Gao Cong (Nanyang Technological University, Singapore); Aixin Sun (Nanyang Technological University, Singapore); Yun Cheng (ETH Zurich, Switzerland)

Estimating Walk-Based Similarities Using Random Walk

Shogo Murai (University of Tokyo, Japan); Yuichi Yoshida (National Institute of Informatics, Japan)

Sensitivity Analysis of Centralities on Unweighted Networks

Shogo Murai (University of Tokyo, Japan); Yuichi Yoshida (National Institute of Informatics, Japan)

DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data

Jie Feng (Tsinghua University, China); Mingyang Zhang (Tsinghua University, China); Huandong Wang (Tsinghua University, China); Zeyu Yang (Tsinghua University, China); Chao Zhang (University of Illinois Urbana-Champaign, United States); Yong Li (Tsinghua University, China); Depeng Jin (Tsinghua University, China)

Knowledge-Enhanced Ensemble Learning for Word Embeddings

Lanting Fang (Southeast University, China); Yong Luo (Nanyang Technological University, Singapore); Kaiyu Feng (Nanyang Technological University, Singapore); Kaiqi Zhao (Nanyang Technological University, Singapore); Aiqun Hu (Southeast University, China)

STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks

Shuochao Yao (University of Illinois Urbana-Champaign, United States); Ailing Piao (University of Washington, United States); Wenjun Jiang (State University of New York Buffalo, United States); Yiran Zhao (University of Illinois Urbana-Champaign, United States); Huajie Shao (University of Illinois Urbana-Champaign, United States); Shengzhong Liu (University of Illinois Urbana-Champaign, United States); Dongxin Liu (University of Illinois Urbana-Champaign, United States); Jinyang Li (University of Illinois Urbana-Champaign, United States); Tianshi Wang (University of Illinois Urbana-Champaign, United States); Shaohan Hu (IBM, United States); Lu Su (State University of New York Buffalo, United States); Jiawei Han (University of Illinois Urbana-Champaign, United States); Tarek Abdelzaher (University of Illinois Urbana-Champaign, United States)

Tortoise or Hare? Quantifying the Effects of Performance on Mobile App Retention

Agustin Zuniga (University of Helsinki, Finland); Huber Flores (University of Helsinki, Finland); Eemil Lagerspetz (University of Helsinki, Finland); Petteri Nurmi (Lancaster University, United Kingdom; University of Helsinki, Finland); Sasu Tarkoma (University of Helsinki, Finland); Pan Hui (University of Helsinki, Finland; Hong Kong University of Science and Technology, Hong Kong); Jukka Manner (Aalto University, Finland)

Community detection through likelihood optimization: in search of a sound model

Liudmila Prokhorenkova (Moscow Institute of Physics and Technology and Yandex, Russia); Alexey Tikhonov (Yandex, Russia)

Goal-setting And Achievement In Activity Tracking Apps: A Case Study Of MyFitnessPal

Mitchell Gordon (Stanford University, United States); Tim Althoff (Stanford University, United States); Jure Leskovec (Stanford University, United States)

Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning

Minne Li (University College London, United Kingdom); Zhiwei Qin (Didi Research America, United States); Yan Jiao (Didi Chuxing, United States); Yaodong Yang (University College London, United Kingdom); Zhichen Gong (University College London, United Kingdom); Jun Wang (University College London, United Kingdom); Chenxi Wang (Didi Research, China); Guobin Wu (Didi Chuxing, China); Jieping Ye (Didi Chuxing, China)

RealGraph: A Graph Engine Leveraging the Power-Law Distribution of Real-World Graphs

Yong-Yeon Jo (Hanyang University, South Korea); Myung-Hwan Jang (Hanyang University, South Korea); Sang-Wook Kim (Hanyang University, South Korea); Sunju Park (Yonsei University, South Korea)

Who Watches the Watchmen: Exploring Complaints on the Web

Damilola Ibosiola (Queen Mary University of London, United Kingdom); Ignacio Castro (Queen Mary University of London, United Kingdom); Gianluca Stringhini (Boston University, United States); Steve Uhlig (Queen Mary University of London, United Kingdom); Gareth Tyson (Queen Mary University of London, United Kingdom)

A Family of Fuzzy Orthogonal Projection Models for Monolingual and Cross-lingual Hypernymy Prediction

Chengyu Wang (East China Normal University, China); Yan Fan (East China Normal University, China); Xiaofeng He (East China Normal University, China); Aoying Zhou (East China Normal University, China)

Self- and Cross-Excitation in StackExchange Question & Answer Communities

Tiago Santos (Graz University of Technology, Austria); Simon Walk (Detego GmbH, Austria); Roman Kern (Know-Center GmbH, Austria); Markus Strohmaier (GESIS - Leibniz-Institute for the Social Sciences and RWTH Aachen University, Germany); Denis Helic (Graz University of Technology, Austria)

Towards Efficient Sharing: A Usage Balancing Mechanism for Bike Sharing Systems

Shuai Wang (Southeast University, China); Tian He (University of Minnesota, United States); Desheng Zhang (Rutgers University, United States); Yunhuai Liu (Peking University, China); Sang H. Son (Daegu Gyeongbuk Institute of Science and Technology, South Korea)

Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender System

Qitian Wu (Shanghai Jiao Tong University, China); Hengrui Zhang (Shanghai Jiao Tong University, China); Xiaofeng Gao (Shanghai Jiao Tong University, China); Peng He (Tencent, China); Paul Weng (Shanghai Jiao Tong University, China); Han Gao (Tencent, China); Guihai Chen (Shanghai Jiao Tong University, China)

Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks

Zeyu Cui (Chinese Academy of Sciences, China); Zekun Li (Chinese Academy of Sciences, China); Shu Wu (Chinese Academy of Sciences, China); Xiao-Yu Zhang (Chinese Academy of Sciences, China); Liang Wang (Chinese Academy of Sciences, China)

Adversarial Training Methods for Network Embedding

Quanyu Dai (Hong Kong Polytechnic University, China); Xiao Shen (Hong Kong Polytechnic University, China); Liang Zhang (JD.com, China); Qiang Li (Y-Lab - Kwai, China); Dan Wang (Hong Kong Polytechnic University, China)

NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization

Jiezhong Qiu (Tsinghua University, China); Yuxiao Dong (Microsoft, United States); Hao Ma (Facebook, United States); Jian Li (Tsinghua University, China); Chi Wang (Microsoft, United States); Kuansan Wang (Microsoft, United States); Jie Tang (Tsinghua University, China)

RAQ: Relationship-Aware Graph Querying in Large Networks

Jithin Vachery (Indian Institute of Technology Madras, India); Akhil Arora (Ecole Polytechnique Fédérale de Lausanne, Switzerland); Sayan Ranu (Indian Institute of Technology Dehli, India); Arnab Bhattacharya (Indian Institute of Technology Kanpur, India)

GhostLink: Mining Latent Influence Networks for Influence-aware Item Recommendation

Subhabrata Mukherjee (Amazon, United States); Stephan Guennemann (Technical University of Munich, Germany)

Exploring User Behavior in Email Re-Finding Tasks

Joel Mackenzie (RMIT University, Australia); Kshitiz Gupta (Microsoft, United States); Fang Qiao (Microsoft, United States); Ahmed Hassan Awadallah (Microsoft, United States); Milad Shokouhi (Microsoft, United States)

Studying Preferences and Concerns about Information Disclosure in Email Notifications

Yongsung Kim (Northwestern University, United States); Adam Fourney (Microsoft, United States); Ece Kamar (Microsoft, United States)

Improving Treatment Effect Estimators Through Experiment Splitting

Dominic Coey (Facebook, United States); Tom Cunningham (Facebook, United States)

Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning

Ryuichi Takanobu (Tsinghua University, China); Tao Zhuang (Alibaba Group, China); Minlie Huang (Tsinghua University, China); Jun Feng (State Grid, China); Haihong Tang (Alibaba Group, China); Bo Zheng (Alibaba Group, China)

Truth inference at scale: A Bayesian model for adjudicating highly redundant crowd annotations

Yuan Li (University of Melbourne, Australia); Benjamin I. P. Rubinstein (University of Melbourne, Australia); Trevor Cohn (University of Melbourne, Australia)

Signed Distance-based Deep Memory Recommender

Thanh Tran (Worcester Polytechnic Institute, United States); Xinyue Liu (Worcester Polytechnic Institute, United States); Kyumin Lee (Worcester Polytechnic Institute, United States); Xiangnan Kong (Worcester Polytechnic Institute, United States)

Semi-Supervised Graph Classification: A Hierarchical Graph Perspective

Jia Li (Chinese University of Hong Kong, Hong Kong); Yu Rong (Tencent AI Lab, China); Hong Cheng (Chinese University of Hong Kong, Hong Kong); Helen Meng (Chinese University of Hong Kong, Hong Kong); Wenbing Huang (Tencent AI Lab, China); Junzhou Huang (Tencent AI Lab, China)

Multimodal Review Generation for Recommender Systems

Quoc-Tuan Truong (Singapore Management University, Singapore); Hady Lauw (Singapore Management University, Singapore)

Alleviating Users' Pain of Waiting: Effective Task Grouping for Online-to-Offline Food Delivery Services

Shenggong Ji (Southwest Jiaotong University, China); Yu Zheng (JD Finance, China); Zhaoyuan Wang (Southwest Jiaotong University, China); Tianrui Li (Southwest Jiaotong University, China)

Beyond Shortest Paths: Route Recommendations for Ride-sharing

Chak Fai Yuen (Indian Institute of Technology Delhi, India); Abhishek Pratap Singh (Indian Institute of Technology Delhi, India); Sagar Goyal (Indian Institute of Technology Delhi, India); Sayan Ranu (Indian Institute of Technology Delhi, India); Amitabha Bagchi (Indian Institute of Technology Delhi, India)

Neural IR Meets Graph Embedding: A Ranking Model for Product Search

Yuan Zhang (Peking University, China); Dong Wang (Peking University, China); Yan Zhang (Peking University, China)

How Serendipity Improves User Satisfaction with Recommendations? A Large-Scale User Evaluation

Li Chen (Hong Kong Baptist University, Hong Kong); Yonghua Yang (Alibaba Group, China); Ningxia Wang (Hong Kong Baptist University, Hong Kong); Keping Yang (Alibaba Group, China); Quan Yuan (inspirAI, China)

Dealing with Interdependencies and Uncertainty in Multi-Channel Advertising Campaigns Optimization

Alessandro Nuara (Politecnico di Milano, Italy); Nicola Sosio (Politecnico di Milano, Italy); Francesco Trovò (Politecnico di Milano, Italy); Maria Chiara Zaccardi (Politecnico di Milano, Italy); Nicola Gatti (Politecnico di Milano, Italy); Marcello Restelli (Politecnico di Milano, Italy)

Learning Resolution Parameters for Graph Clustering

Nate Veldt (Purdue University, United States); David Gleich (Purdue University, United States); Anthony Wirth (University of Melbourne, Australia)

Navigating the Maze of Wikidata Query Logs

Angela Bonifati (Lyon 1 University, France); Wim Martens (University of Bayreuth, Germany); Thomas Timm (University of Bayreuth, Germany)

Exploiting Ratings, Reviews and Relationships for Item Recommendations in Topic Based Social Networks

Pengfei Li (Zhejiang University, China); Hua Lu (Aalborg University, Denmark); Gang Zheng (Zhejiang University, China); Qian Zheng (Nanyang Technological University, Singapore); Long Yang (Zhejiang University, China); Gang Pan (Zhejiang University, China)

Privacy-Preserving Crowd-Sourcing of Web Searches with Private Data Donor

Vincent Primault (University College London, United Kingdom); Vasileios Lampos (University College London, United Kingdom); Ingemar Cox (University College London, United Kingdom); Emiliano De Cristofaro (University College London, United Kingdom)

Reconciliation k-median: Clustering with non-polarized representatives

Bruno Ordozgoiti (Universidad Politécnica de Madrid, Spain); Aristides Gionis (Aalto University, Finland)

Modeling Relational Drug-Target-Disease Interactions via Tensor Factorization with Multiple Web Sources

Huiyuan Chen (Case Western Reserve University, United States); Jing Li (Case Western Reserve University, United States)

Transfer learning for unsupervised influenza-like illness models from online search data

Bin Zou (University College London, United Kingdom); Vasileios Lampos (University College London, United Kingdom); Ingemar Cox (University College London, United Kingdom)

Spectrum-enhanced Pairwise Learning to Rank

Wenhui Yu (Tsinghua University, China); Zheng Qin (Tsinghua University, China)

Reputation Deflation Through Dynamic Expertise Assessment in Online Labor Markets

Marios Kokkodis (Boston College, United States)

Language in Our Time: An Empirical Analysis of Hashtags

Yang Zhang (CISPA, Germany)

Evaluating Login Challenges as a Defense Against Account Takeover

Periwinkle Doerfler (New York University, United States); Kurt Thomas (Google, United States); Maija Marincenko (Google, United States); Juri Ranieri (Google, United States); Yu Jiang (Google, United States); Angelika Moscicki (Google, United States); Damon McCoy (New York University, United States)

Nonlinear diffusions for community detection and semi-supervised learning

Rania Ibrahim (Purdue University, United States); David Gleich (Purdue University, United States)

Multilevel Network Alignment

Si Zhang (Arizona State University, United States); Hanghang Tong (Arizona State University, United States); Ross Maciejewski (Arizona State University, United States); Tina Eliassi-Rad (Northeastern University, United States)

Improving Medical Code Prediction from Clinical Text via Incorporating Online Knowledge Sources

Tian Bai (Temple University, United States); Slobodan Vucetic (Temple University, United States)

Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness

Yilun Zhou (Massachusetts Institute of Technology, United States); Steven Schockaert (Cardiff University, United Kingdom); Julie Shah (Massachusetts Institute of Technology, United States)

Graph Neural Networks for Social Recommendation

Wenqi Fan (City University of Hong Kong, Hong Kong); Yao Ma (Michigan State University, United States); Qing Li (City University of Hong Kong, Hong Kong); Yuan He (JD.com, China); Eric Zhao (JD.com, China); Jiliang Tang (Michigan State University, United States); Dawei Yin (JD.com, China)

Hack for Hire: Exploring the Emerging Market for Account Hijacking

Ariana Mirian (University of California San Diego, United States); Joe DeBlasio (University of California San Diego, United States); Stefan Savage (University of California San Diego, United States); Geoffrey M. Voelker (University of California San Diego, United States); Kurt Thomas (Google, United States)

Maximizing Current Flow Closeness under Cardinality Constraints

Huan Li (Fudan University, China); Richard Peng (Georgia Institute of Technology, United States); Liren Shan (Fudan University, China); Yuhao Yi (Fudan University, China); Zhongzhi Zhang (Fudan University, China)

Persona-Aware Tips Generation

Piji Li (Tencent AI Lab, China); Zihao Wang (Chinese University of Hong Kong, China); Lidong Bing (Alibaba Group, China); Wai Lam (Chinese University of Hong Kong, China)

Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction

Bin Liu (Huawei Noah's Ark Lab, China); Ruiming Tang (Huawei Noah's Ark Lab, China); Yingzhi Chen (Jinan University, China); Jinkai Yu (Huawei Noah's Ark Lab, China); Huifeng Guo (Huawei Noah's Ark Lab, China); Yuzhou Zhang (Huawei Noah's Ark Lab, China)

Listening between the Lines: Learning Personal Attributes from Conversations

Anna Tigunova (Max Planck Institute for Informatics, Germany); Andrew Yates (Max Planck Institute for Informatics, Germany); Paramita Mirza (Max Planck Institute for Informatics, Germany); Gerhard Weikum (Max Planck Institute for Informatics, Germany)

Cross-Network Embedding for Multi-Network Alignment

Xiaokai Chu (Chinese Academy of Sciences, China); Xinxin Fan (Chinese Academy of Sciences, China); Di Yao (Chinese Academy of Sciences, China); Zhihua Zhu (Chinese Academy of Sciences, China); Jianhui Huang (Chinese Academy of Sciences, China); Jingping Bi (Chinese Academy of Sciences, China)

Local Matching Networks for Engineering Diagram Search

Zhuyun Dai (Carnegie Mellon University, United States); Zhen Fan (Tsinghua University, China); Hafeezul Rahman (Carnegie Mellon University, United States); Jamie Callan (Carnegie Mellon University, United States)

Towards Self-Adaptive Metric Learning On the Fly

Yang Gao (University of Texas Dallas, United States); Yi-Fan Li (University of Texas Dallas, United States); Swarup Chandra (University of Texas Dallas, United States); Latifur Khan (University of Texas Dallas, United States); Bhavani Thuraisingham (University of Texas Dallas, United States)

Stereotypical Bias Removal for Hate Speech Detection Task using Knowledge-based Generalizations

Pinkesh Badjatiya (International Institute of Information Technology Hyderabad, India); Manish Gupta (International Institute of Information Technology Hyderabad, India); Vasudeva Varma (International Institute of Information Technology Hyderabad, India)

Heterographic Pun Recognition via Pronunciation and Spelling Understanding Gated Attention Network

Yufeng Diao (Dalian University of Technology, China); Hongfei Lin (Dalian University of Technology, China); Liang Yang (Dalian University of Technology, China); Xiaochao Fan (Dalian University of Technology, China); Di Wu (Dalian University of Technology, China)

Debiasing Vandalism Detection Models at Wikidata

Stefan Heindorf (University of Paderborn, Germany); Yan Scholten (University of Paderborn, Germany); Gregor Engels (University of Paderborn, Germany); Martin Potthast (University of Leipzig, Germany)

Graphy: A High Performance CPU-GPU Hybrid System for Node Embedding

Zhaocheng Zhu (Montréal Institute for Learning Algorithms, Canada); Shizhen Xu (Tsinghua University, China); Jian Tang (Montréal Institute for Learning Algorithms, Canada); Meng Qu (Montréal Institute for Learning Algorithms, Canada)

Revisiting Opinion Dynamics with Varying Susceptibility to Persuasion via Non-Convex Local Search

T-H. Hubert Chan (University of Hong Kong, Hong Kong); Zhibin Liang (University of Hong Kong, Hong Kong); Mauro Sozio (Télécom ParisTech, France)

What We Vote for? Answer Selection from User Expertise View in Community Question Answering

Shanshan Lyu (Chinese Academy of Sciences, China); Wentao Ouyang (Chinese Academy of Sciences, China); Yongqing Wang (Chinese Academy of Sciences, China); Huawei Shen (Chinese Academy of Sciences, China); Xueqi Cheng (Chinese Academy of Sciences, China)

BOLT-K: Bootstrapping Ontology Learning via Transfer of Knowledge

Nikhita Vedula (Ohio State University, United States); Pranav Maneriker (Ohio State University, United States); Srinivasan Parthasarathy (Ohio State University, United States)

Grid-based Evaluation Metrics for Web Image Search

Xiaohui Xie (Tsinghua University, China); Jiaxin Mao (Tsinghua University, China); Yiqun Liu (Tsinghua University, China); Maarten de Rijke (University of Amsterdam, Netherlands); Yunqiu Shao (Tsinghua University, China); Zixin Ye (Beihang University, China); Min Zhang (Tsinghua University, China); Shaoping Ma (Tsinghua University, China)

Measurement and Early Detection of Third-Party Application Abuse on Twitter

Shehroze Farooqi (University of Iowa, United States); Zubair Shafiq (University of Iowa, United States)

Joint Entity Linking with Deep Reinforcement Learning

Zheng Fang (Chinese Academy of Sciences, China); Yanan Cao (Chinese Academy of Sciences, China); Qian Li (University of Technology Sydney, Australia); Dongjie Zhang (Chinese Academy of Sciences, China); Zhenyu Zhang (Chinese Academy of Sciences, China); Yanbing Liu (Chinese Academy of Sciences, China)

Efficient (α,β)-Core Computation: an Index-based Approach

Boge Liu (University of New South Wales, Australia); Long Yuan (Nanjing University of Science and Technology, China); Xuemin Lin (University of New South Wales, Australia); Lu Qin (University of Technology Sydney, Australia); Wenjie Zhang (University of New South Wales, Australia); Jingren Zhou (Alibaba Group, China)

Before and After GDPR: The Changes in Third Party Presence at Public and Private European Websites

Jannick Sørensen (Aalborg University, Denmark); Sokol Kosta (Aalborg University, Denmark)

Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model

Le Zhang (University of Science and Technology of China, China); Hengshu Zhu (Baidu Talent Intelligence Center, China); Tong Xu (University of Science and Technology of China, China); Chen Zhu (Baidu Talent Intelligence Center, China); Chuan Qin (University of Science and Technology of China, China); Hui Xiong (Baidu Talent Intelligence Center, China); Enhong Chen (University of Science and Technology of China, China)

A Dynamic Embedding Model of the Media Landscape

Jérémie Rappaz (Ecole Polytechnique Fédérale de Lausanne, Switzerland); Dylan Bourgeois (Ecole Polytechnique Fédérale de Lausanne, Switzerland); Karl Aberer (Ecole Polytechnique Fédérale de Lausanne, Switzerland)

Judging a Book by Its Cover: The Effect of Facial Perception on Centrality in Social Networks

Dongyu Zhang (Dalian University of Technology, China); Teng Guo (Dalian University of Technology, China); Hanxiao Pan (Dalian University of Technology, China); Jie Hou (Dalian University of Technology, China); Zhitao Feng (Dalian University of Technology, China); Liang Yang (Dalian University of Technology, China); Hongfei Lin (Dalian University of Technology, China); Feng Xia (Dalian University of Technology, China)

RED: Redundancy-Driven Data Extraction from Result Pages

Jinsong Guo (University of Oxford, United Kingdom); Valter Crescenzi (Universita Roma Tre, Italy); Tim Furche (University of Oxford and Wrapidity & Meltwater, United Kingdom); Giovanni Grasso (University of Calabria, Italy; Wrapidity & Meltwater, United Kingdom); Georg Gottlob (University of Oxford, United Kingdom; TU Wien, Austria)

Message Distortion in Information Cascades

Manoel Horta Ribeiro (Universidade Federal de Minas Gerais, Brazil); Kristina Gligoric (Ecole Polytechnique Fédérale de Lausanne, Switzerland); Robert West (Ecole Polytechnique Fédérale de Lausanne, Switzerland)

Generating Product Descriptions from User Reviews

Slava Novgorodov (eBay Research, Israel); Guy Elad (Technion - Israel Institute of Technology, Israel); Ido Guy (eBay Research, Israel); Kira Radinsky (Technion - Israel Institute of Technology, Israel)

Securing the Deep Fraud Detector in Large-Scale E-Commerce Platform via Adversarial Machine Learning Approach

Qingyu Guo (Nanyang Technological University, Singapore); Zhao Li (Alibaba Group, China); Bo An (Nanyang Technological University, Singapore); Pengrui Hui (Alibaba Group, China); Jiaming Huang (Alibaba Group, China); Long Zhang (Alibaba Group, China); Mengchen Zhao (Nanyang Technological University, Singapore)

Revisiting Wedge Sampling for Triangle Counting

Ata Turk (Boston University, United States); Duru Turkoglu (Loyola University, United States)

Estimating the Total Volume of Queries to Google

Fabrizio Lillo (University of Bologna, Italy); Salvatore Ruggieri (University of Pisa, Italy)

User-Centric Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior

Yongzhen Wang (Dalian Maritime University, China); Heng Huang (Alibaba Group, China); Yuliang Yan (Alibaba Group, China); Xiaozhong Liu (Indiana University Bloomington, United States)

Cross-domain Recommendation Without Sharing User-relevant Data

Chen Gao (Tsinghua University, China); Xiangning Chen (Tsinghua University, China); Fuli Feng (National University of Singapore, Singapore); Kai Zhao (Tsinghua University, China); Xiangnan He (National University of Singapore, Singapore); Yong Li (Tsinghua University, China); Depeng Jin (Tsinghua University, China)

How Intention Informed Recommendations Modulate Choices: A Field Study of Spoken Word Content

Longqi Yang (Cornell University, United States); Michael Sobolev (Cornell University, United States); Yu Wang (Himalaya Media, United States); Jenny Chen (City University of New York, United States); Drew Dunne (Cornell University, United States); Christina Tsangouri (Cornell University, United States); Nicola Dell (Cornell University, United States); Mor Naaman (Cornell University, United States); Deborah Estrin (Cornell University, United States)

Anomaly detection in the dynamics of web and social networks using associative memory

Volodymyr Miz (Ecole Polytechnique Fédérale de Lausanne, Switzerland); Benjamin Ricaud (Ecole Polytechnique Fédérale de Lausanne, Switzerland); Kirell Benzi (Ecole Polytechnique Fédérale de Lausanne, Switzerland); Pierre Vandergheynst (Ecole Polytechnique Fédérale de Lausanne, Switzerland)

Cookie Synchronization: Everything You Always Wanted to Know But Were Afraid to Ask

Panagiotis Papadopoulos (Brave Software, Greece); Nicolas Kourtellis (Telefonica Research, Spain); Evangelos Markatos (FORTH, Greece)

Automatic Boolean Query Refinement for Systematic Review Literature Search

Harrisen Scells (University of Queensland, Australia); Guido Zuccon (University of Queensland, Australia); Bevan Koopman (CSIRO, Australia)

On Attribution of Recurrent Neural Network Predictions via Additive Decomposition

Mengnan Du (Texas A&M University, United States); Ninghao Liu (Texas A&M University, United States); Fan Yang (Texas A&M University, United States); Shuiwang Ji (Texas A&M University, United States); Xia Hu (Texas A&M University, United States)

A Human-in-the-loop Attribute Design Framework for Classification

Md Abdus Salam (University of Texas Arlington, United States); Mary E. Koone (University of Texas Arlington, United States); Saravanan Thirumuruganathan (Qatar Computing Research Institute, Qatar); Gautam Das (University of Texas Arlington, United States); Senjuti Basu Roy (New Jersey Institute of Technology, United States)

SGranite: Distributed Tensor Decomposition for Large Scale Health Analytics

Huan He (Emory University, United States); Jette Henderson (University of Texas Austin, United States); Joyce C Ho (Emory University, United States)

Revisiting Mobile Advertising Threats with MAdLife

Gong Chen (Georgia Institute of Technology, United States); Wei Meng (Chinese University of Hong Kong, Hong Kong); John Copeland (Georgia Institute of Technology, United States)

Doppelgängers on the Dark Web: A Large-scale Assessment on Phishing Hidden Web Services

Changhoon Yoon (Korea Advanced Institute of Science and Technology, South Korea); Kwanwoo Kim (Korea Advanced Institute of Science and Technology, South Korea); Yongdae Kim (Korea Advanced Institute of Science and Technology, South Korea); Seungwon Shin (Korea Advanced Institute of Science and Technology, South Korea); Sooel Son (Korea Advanced Institute of Science and Technology, South Korea)

A Hybrid BitFunnel and Partitioned Elias-Fano Inverted Index

Xinyu Liu (Nankai University, China); Zhaohua Zhang (Nankai University, China); Rebecca Stones (Nankai University, China); Yusen Li (Nankai University, China); Gang Wang (Nankai University, China); Xiaoguang Liu (Nankai University, China)

Leveraging Peer Communication to Enhance Crowdsourcing

Wei Tang (Washington University Saint Louis, United States); Ming Yin (Purdue University, United States); Chien-Ju Ho (Washington University Saint Louis, United States)

Distributed Algorithms for Fully Personalized PageRank on Large Graphs

Wenqing Lin (Tencent, China)

How Representative is a SPARQL Benchmark? An Analysis of RDF Triplestore Benchmarks

Muhammad Saleem (University of Leizpig, Germany); Gábor Szárnyas (Budapest University of Technology and Economics, Hungary); Felix Conrads (Universität Leipzig, Germany); Syed Ahmad Chan Bukhari (Yale University, United States); Qaiser Mehmood (National University of Ireland Galway, Ireland); Axel-Cyrille Ngonga Ngomo (Paderborn University, Germany)

Detecting Low Self-Esteem in youths from Web Search Data

Anis Zaman (University of Rochester, United States); Rupam Acharyya (University of Rochester, United States); Henry Kautz (University of Rochester, United States); Vincent Silenzio (University of Rochester, United States)

ShadowBlock: A Lightweight and Stealthy Adblocking Browser

Shitong Zhu (University of California Riverside, United States); Umar Iqbal (University of Iowa, United States); Zhongjie Wang (University of California Riverside, United States); Zhiyun Qian (University of California Riverside, United States); Zubair Shafiq (University of Iowa, United States); Weiteng Chen (University of California Riverside, United States)

Neural Variational Correlated Topic Modeling

Luyang Liu (Beijing Institute of Technology, China); Heyan Huang (Beijing Institute of Technology, China); Yang Gao (Beijing Insititute of Technology, China); Yongfeng Zhang (Rutgers University, United States); Xiaochi Wei (Baidu, China)

Heterogeneous Graph Attention Network

Xiao Wang (Beijing University of Posts and Telecommunications, China); Houye Ji (Beijing University of Posts and Telecommunications, China); Chuan Shi (Beijing University of Posts and Telecommunications, China); Bai Wang (Beijing University of Posts and Telecommunications, China); Yanfang Ye (West Virginia University, United States); Peng Cui (Tsinghua University, China); Philip S Yu (University of Illinois Chicago, United States)

From Small-scale to Large-scale Text Classification

Kang-Min Kim (Korea University, South Korea); Yeachan Kim (Korea University, South Korea); Jungho Lee (Korea University, South Korea); Ji-Min Lee (Korea University, South Korea); Sangkeun Lee (Korea University, South Korea)

CommunityGAN: Community Detection with Generative Adversarial Nets

Yuting Jia (Shanghai Jiao Tong University, China); Qinqin Zhang (Shanghai Jiao Tong University, China); Weinan Zhang (Shanghai Jiao Tong University, China); Xinbing Wang (Shanghai Jiao Tong University, China)

Personalized Bundle List Recommendation

Jinze Bai (Peking University, China); Chang Zhou (Alibaba Group, China); Junshuai Song (Peking University, China); Xiaoru Qu (Peking University, China); Weiting An (Alibaba Group, China); Zhao Li (Alibaba Group, China); Jun Gao (Peking University, China)

RatingWorker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective

George Trimponias (Huawei Noah's Ark Lab, Hong Kong); Xiaojuan Ma (Hong Kong University of Science and Technology, Hong Kong); Qiang Yang (Hong Kong University of Science and Technology, Hong Kong)

Domain-Constrained Advertising Keyword Generation

Hao Zhou (Tsinghua University, China); Minlie Huang (Tsinghua University, China); Yishun Mao (Sogou, China); Changlei Zhu (Sogou, China); Peng Shu (Sogou, China); Xiaoyan Zhu (Tsinghua University, China)

Learning Dual Retrieval Module for Semi-supervised Relation Extraction

Hongtao Lin (University of Southern California, United States); Jun Yan (Tsinghua University, China); Meng Qu (University of Illinois Urbana-Champaign, United States); Xiang Ren (University of Southern California, United States)

PrivIdEx: Privacy Preserving and Secure Exchange of Digital Identity Assets

Hasini Gunasinghe (Purdue University, United States); Ashish Kundu (IBM, United States); Elisa Bertino (Purdue University, United States); Hugo Krawczyk (IBM, United States); Suresh Chari (IBM, United States); Kapil Singh (IBM, United States); Dong Su (IBM, United States)

Snapshot-based Loading Acceleration of Web Apps with Nondeterministic JavaScript Execution

Jihwan Yeo (Seoul National University, South Korea); Changhyun Shin (Seoul National University, South Korea); Soo-Mook Moon (Seoul National University, South Korea)

Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction

Huaxiu Yao (Pennsylvania State University, United States); Yiding Liu (Nanyang Technological University, Singapore); Ying Wei (Tencent, China); Xianfeng Tang (Pennsylvania State University, United States); Zhenhui Li (Pennsylvania State University, United States)

End-to-end Entity Matching using Pre-trained Deep Models

Chen Zhao (University of Maryland, United States); Yeye He (Microsoft, United States)

Review Response Generation in E-Commerce Platforms with External Product Information

Lujun Zhao (Fudan University, China); Kaisong Song (Alibaba Group, China); Changlong Sun (Alibaba Group, China); Qi Zhang (Fudan University, China); Xuanjing Huang (Fudan University, China); Xiaozhong Liu (Alibaba Group, China)

SamWalker: Social Recommendation with Informative Sampling Strategy

Jiawei Chen (Zhejiang University, China); Can Wang (Zhejiang University, China); Sheng Zhou (Zhejiang University, China); Qihao Shi (Zhejiang University, China); Yan Feng (Zhejiang University, China); Chun Chen (Zhejiang University, China)

Learning How to Correct a Knowledge Base from the Edit History

Thomas Pellissier Tanon (Télécom ParisTech, France); Camille Bourgaux (PSL University, France); Fabian Suchanek (Télécom ParisTech, France)

Dual Neural Personalized Ranking

Seunghyeon Kim (Sungkyunkwan University, South Korea); Jongwuk Lee (Sungkyunkwan University, South Korea); Hyunjung Shim (Yonsei University, South Korea)

Enriching News Articles with Related Search Queries

David Carmel (Amazon Research, Israel); Yaroslav Fyodorov (Yahoo Research, Israel); Saar Kuzi (University of Illinois Urbana-Champaign, United States); Avihai Mejer (Yahoo Research, Israel); Fiana Raiber (Yahoo Research, Israel); Elad Rainshmidt (Oath, Israel)

BaG: Behavior-aware Group Detection in Crowded Urban Spaces using WiFi Probes

Jiaxing Shen (Hong Kong Polytechnic University, Hong Kong); Jiannong Cao (Hong Kong Polytechnic University, Hong Kong); Xuefeng Liu (Huazhong University of Science and Technology, China)

A First Look at Deep Learning Apps on Smartphones

Mengwei Xu (Peking University, China); Jiawei Liu (Peking University, China); Yuanqiang Liu (Peking University, China); Felix Xiaozhu Lin (Purdue University, United States); Yunxin Liu (Microsoft, China); Xuanzhe Liu (Peking University, China)

The Matthew Effect in Computation Contests: High Difficulty May Lead to 51% Dominance

Yulong Zeng (Nebulas, China); Song Zuo (Google, China)

Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems

Chenyang Wang (Tsinghua University, China); Min Zhang (Tsinghua University, China); Weizhi Ma (Tsinghua University, China); Yiqun Liu (Tsinghua University, China); Shaoping Ma (Tsinghua University, China)

SpeedReader: Reader Mode Made Fast and Private

Mohammad Ghasemisharif (University of Illinois Chicago, United States); Peter Snyder (Brave Software, United States); Andrius Aucinas (Brave Software, United Kingdom); Benjamin Livshits (Brave Software and Imperial College London, United Kingdom)

Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems

Zheng Zhang (Tsinghua University, China); Lizi Liao (National University of Singapore, Singapore); Minlie Huang (Tsinghua University, China); Xiaoyan Zhu (Tsinghua University, China); Tat-Seng Chua (National University of Singapore, Singapore)

Scalpel-CD: Leveraging Crowdsourcing and Deep Probabilistic Modeling for Debugging Noisy Training Data

Jie Yang (University of Fribourg, Switzerland); Alisa Smirnova (University of Fribourg, Switzerland); Dingqi Yang (University of Fribourg, Switzerland); Gianluca Demartini (University of Queensland, Australia); Yuan Lu (ING Bank, Netherlands); Philippe Cudre-Mauroux (University of Fribourg, Switzerland)

Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification

Zhenpeng Chen (Peking University, China); Sheng Shen (University of California Berkeley, United States); Ziniu Hu (University of California Los Angeles, United States); Xuan Lu (Peking University, China); Qiaozhu Mei (University of Michigan, United States); Xuanzhe Liu (Peking University, China)

Nameles: An intelligent system for Real-Time Filtering of Invalid Ad Traffic

Antonio Pastor (Universidad Carlos III de Madrid, Spain); Matti Pärssinen (Aalto University, Finland); Patricia Callejo (Universidad Carlos III de Madrid, Spain); Pelayo Vallina (Universidad Carlos III de Madrid, Spain); Rubén Cuevas (Universidad Carlos III de Madrid, Spain); Ángel Cuevas (Universidad Carlos III de Madrid, Spain); Mikko Kotila (Botlab, United States); Arturo Azcorra (Universidad Carlos III de Madrid, Spain)

It's almost like they're trying to hide it: How User-Provided Image Descriptions Have Failed to Make Twitter Accessible

Cole Gleason (Carnegie Mellon University, United States); Patrick Carrington (Carnegie Mellon University, United States); Cameron Cassidy (Texas A&M University, United States); Meredith Ringel Morris (Microsoft, United States); Kris M. Kitani (Carnegie Mellon University, United States); Jeffrey P. Bigham (Carnegie Mellon University, United States)

Web Experience in Operational Mobile Networks: Lessons from Two Million Page Visits

Mohammad Rajiullah (Karlstad University, Sweden); Andra Lutu (Telefonica Research, Spain); Ali Safari Khatouni (Politecnico di Torino, Italy); Mah-Rukh Fida (University of Edinburgh, United Kingdom); Marco Mellia (Politecnico di Torino, Italy); Anna Brunstrom (Karlstad University, Sweden); Ozgu Alay (Simula Research Laboratory, Norway); Stefan Alfredsson (Karlstad University, Sweden); Vincenzo Mancuso (IMDEA Networks Institute, Spain)

Jointly Learning Explainable Rules for Recommendation with Knowledge Graph

Weizhi Ma (Tsinghua University, China); Min Zhang (Tsinghua University, China); Yue Cao (University of Southern California, United States); Woojeong Jin (University of Southern California, United States); Chenyang Wang (Tsinghua University, China); Yiqun Liu (Tsinghua University, China); Shaoping Ma (Tsinghua University, China); Xiang Ren (University of Southern California, United States)

Understanding the Evolution of Mobile App Ecosystems: A Longitudinal Measurement Study of Google Play

Haoyu Wang (Beijing University of Posts and Telecommunications, China); Hao Li (OrangeAPK, China); Yao Guo (Peking University, China)

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning

Wen Zhang (Zhejiang University, China); Bibek Paudel (University of Zurich, Switzerland); Liang Wang (Zhejiang University, China); Jiaoyan Chen (University of Oxford, United Kingdom); Hai Zhu (Alibaba Group, China); Wei Zhang (Alibaba Group, China); Abraham Bernstein (University of Zurich, Switzerland); Huajun Chen (Zhejiang University, China)

Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recommendations

Rishabh Mehrotra (Spotify Research, United Kingdom); Mounia Lalmas (Spotify Research, United Kingdom); Doug Kenney (Spotify, United States); Thomas Lim-Meng (Spotify, United States); Golli Hashemian (Spotify, United States)

Improving Outfit Recommendation with Co-supervision of Fashion Generation

Yujie Lin (Shandong University, China); Pengjie Ren (University of Amsterdam, Netherlands); Zhumin Chen (Shandong University, China); Zhaochun Ren (JD.com, China); Jun Ma (Shandong University, China); Maarten de Rijke (University of Amsterdam, Netherlands)

Policy Gradients for Contextual Recommendations

Feiyang Pan (Chinese Academy of Sciences, China); Qingpeng Cai (Tsinghua University, China); Pingzhong Tang (Tsinghua University, China); Fuzhen Zhuang (Chinese Academy of Sciences, China); Qing He (Chinese Academy of Sciences, China)

ContraVis: Contrastive and Visual Topic Modeling for Comparing Document Collections

Tuan Le (Oakland University, United States); Leman Akoglu (Carnegie Mellon University, United States)

Citation Needed: A Taxonomy and Algorithmic Assessment of Wikipedia's Verifiability

Miriam Redi (Wikimedia Foundation, United Kingdom); Besnik Fetahu (L3S Research Center, Germany); Jonathan Morgan (Wikimedia Foundation, United States); Dario Taraborelli (Wikimedia Foundation, United States)

ActiveLink: Deep Active Learning for Link Prediction in Knowledge Graphs

Natalia Ostapuk (University of Fribourg, Switzerland); Jie Yang (University of Fribourg, Switzerland); Philippe Cudre-Mauroux (University of Fribourg, Switzerland)

Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference

Xianfeng Tang (Pennsylvania State University, United States); Boqing Gong (Tencent, United States); Yanwei Yu (Yantai University, China); Huaxiu Yao (Pennsylvania State University, United States); Yandong Li (University of Central Florida, United States); Haiyong Xie (University of Science and Technology of China, China); Xiaoyu Wang (Intellifusion, China)

Evaluating User Actions as a Proxy for Email Significance

Tarfah Alrashed (Massachusetts Institute of Technology, United States); Chia-Jung Lee (Microsoft, United States); Peter Bailey (Microsoft, Australia); Christopher Lin (Microsoft, United States); Milad Shokouhi (Microsoft, United States); Susan Dumais (Microsoft, United States)

Unsupervised Semantic Generative Adversarial Networks for Expert Retrieval

Shangsong Liang (Sun Yat-sen University, China)

Link Prediction in Networks with Core-Fringe Data

Austin Benson (Cornell University, United States); Jon Kleinberg (Cornell University, United States)

Urban Vibes and Rural Charms: Analysis of Geographic Diversity in Mobile Service Usage at National Scale

Rajkarn Singh (University of Edinburgh, United Kingdom); Marco Fiore (CNR IEIIT, Italy); Mahesh Marina (University of Edinburgh, United Kingdom); Alberto Tarable (CNR IEIIT, Italy); Alessandro Nordio (CNR IEIIT, Italy)

Generative Graph Models based on Laplacian Spectra

Alana Shine (University of Southern California, United States); David Kempe (University of Southern California, United States)

CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning

Ziyu Yao (Ohio State University, United States); Jayavardhan Reddy Peddamail (Ohio State University, United States); Huan Sun (Ohio State University, United States)

Modeling Dynamic Networks of Timestamped Relational Events using Point Process Block Models

Ruthwik Junuthula (University of Toledo, United States); Maysam Haghdan (University of Toledo, United States); Kevin S. Xu (University of Toledo, United States); Vijay Devabhaktuni (University of Toledo, United States)

Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach

Dingqi Yang (University of Fribourg, Switzerland); Bingqing Qu (University of Fribourg, Switzerland); Jie Yang (University of Fribourg, Switzerland); Philippe Cudre-Mauroux (University of Fribourg, Switzerland)

Large Scale Semantic Indexing with Deep Level-wise Extreme Multi-label Learning

Dingcheng Li (Baidu, United States); Jingyuan Zhang (Baidu, United States); Ping Li (Baidu, United States)

SWAT: Seamless Web Authentication Technology

Florentin Rochet (UCLouvain Crypto Group, Belgium); Kyriakos Efthymiadis (VUB, Belgium); François Koeune (UCLouvain Crypto Group, Belgium); Olivier Pereira (UCLouvain Crypto Group, Belgium)

Trajectories of Blocked Community Members: Redemption, Recidivism and Departure

Jonathan Chang (Cornell University, United States); Cristian Danescu-Niculescu-Mizil (Cornell University, United States)

Moving Deep Learning into Web Browser: How Far Can We Go?

Yun Ma (Ministry of Education, China); Dongwei Xiang (Ministry of Education, China); Shuyu Zheng (Ministry of Education, China); Deyu Tian (Ministry of Education, China); Xuanzhe Liu (Peking University, China)

Modeling Heart Rate and Activity Data for Personalized Fitness Recommendation

Jianmo Ni (University of California San Diego, United States); Larry Muhlstein (University of California San Diego, United States); Julian McAuley (University of California San Diego, United States)

Bayesian Exploration with Heterogeneous Agents

Nicole Immorlica (Microsoft, United States); Jieming Mao (University of Pennsylvania, United States); Aleksandrs Slivkins (Microsoft, United States); Zhiwei Steven Wu (University of Minnesota, United States)

Towards Neural Mixture Recommender for Long Range Dependent User Sequences

Jiaxi Tang (Simon Fraser University, Canada); Francois Belletti (Google, United States); Sagar Jain (Google, United States); Minmin Chen (Google, United States); Alex Beutel (Google, United States); Can Xu (Google, United States); Ed H. Chi (Google, United States)

Crowd-Mapping Urban Objects from Street-Level Imagery

Sihang Qiu (Delft University of Technology, Netherlands); Achilleas Psyllidis (Delft University of Technology, Netherlands); Alessandro Bozzon (Delft University of Technology, Netherlands); Geert-Jan Houben (Delft University of Technology, Netherlands)

SaGe: Web Preemption for Public SPARQL Query Services

Thomas Minier (University of Nantes, France); Hala Skaf-Molli (University of Nantes, France); Pascal Molli (University of Nantes, France)

Auditing the Partisanship of Google Search Snippets

Desheng Hu (Northeastern University, United States); Shan Jiang (Northeastern University, United States); Ronald E. Robertson (Northeastern University, United States); Christo Wilson (Northeastern University, United States)

VACCINE: Using Contextual Integrity For Data Leakage Detection

Yan Shvartzshnaider (New York University, United States); Zvonimir Pavlinovic (New York University, United States); Ananth Balashankar (New York University, United States); Thomas Wies (New York University, United States); Lakshminarayanan Subramanian (New York University, United States); Helen Nissenbaum (Cornell Tech, United States); Prateek Mittal (Princeton University, United States)

Be Concise and Precise: Synthesizing Open-domain Entity Descriptions from Facts

Rajarshi Bhowmik (Rutgers University, United States); Gerard de Melo (Rutgers University, United States)

SciLens: Evaluating the Quality of Scientific News Articles Using Social Media and Scientific Literature Indicators

Panayiotis Smeros (Ecole Polytechnique Fédérale de Lausanne, Switzerland); Carlos Castillo (Universitat Pompeu Fabra, Spain); Karl Aberer (Ecole Polytechnique Fédérale de Lausanne, Switzerland)

Splitter: Learning Node Representations that Capture Multiple Social Contexts

Alessandro Epasto (Google, United States); Bryan Perozzi (Google, United States)

Learning from On-Line User Feedback in Neural Question Answering on the Web

Bernhard Kratzwald (ETH Zurich, Switzerland); Stefan Feuerriegel (ETH Zurich, Switzerland)

Choosing to grow a graph: modeling network formation as discrete choice

Jan Overgoor (Stanford University, United States); Austin Benson (Cornell University, United States); Johan Ugander (Stanford University, United States)

OUTGUARD: Detecting In-Browser Covert Cryptocurrency Mining in the Wild

Amin Kharraz (University of Illinois Urbana-Champaign, United States); Zane Ma (University of Illinois Urbana-Champaign, United States); Paul Murley (University of Illinois Urbana-Champaign, United States); Charles Lever (Georgia Institute of Technology, United States); Joshua Mason (University of Illinois Urbana-Champaign, United States); Andrew Miller (University of Illinois Urbana-Champaign, United States); Nikita Borisov (University of Illinois Urbana-Champaign, United States); Manos Antonakakis (Georgia Institute of Technology, United States); Michael Bailey (University of Illinois Urbana-Champaign, United States)

Auditing Offline Data Brokers via Facebook’s Advertising Platform

Giridhari Venkatadri (Northeastern University, United States); Piotr Sapiezynski (Northeastern University, United States); Elissa M. Redmiles (University of Maryland, United States); Alan Mislove (Northeastern University, United States); Oana Goga (Laboratoire d'Informatique de Grenoble, France); Michelle L. Mazurek (University of Maryland, United States); Krishna P. Gummadi (Max Planck Institute for Software Systems, Germany)

Forecasting U.S. Domestic Migration Using Internet Search Queries

Allen Yilun Lin (Northwestern University, United States); Justin Cranshaw (Microsoft, United States); Scott Counts (Microsoft, United States)

DDGK: Learning Graph Representations via Deep Divergence Graph Kernels

Rami Al-Rfou (Google AI, United States); Bryan Perozzi (Google AI, United States); Dustin Zelle (Google AI, United States)

Externalities and Fairness

Masoud Seddighin (Sharif University of Technology, Iran); Hamed Saleh (University of Maryland, United States); Mohammad Ghodsi (Sharif University of Technology, Iran)

Towards Predicting a Realisation of an Information Need based on Brain Signals

Yashar Moshfeghi (University of Strathclyde, United Kingdom); Frank Pollick (University of Glasgow, United Kingdom)

Efficient On-Device Public-Private Computation

Alessandro Epasto (Google, United States); Hossein Esfandiari (Google, United States); Vahab Mirrokni (Google, United States)

Diversity and Exploration in Social Learning

Nicole Immorlica (Microsoft, United States); Jieming Mao (University of Pennsylvania, United States); Christos Tzamos (University of Wisconsin-Madison, United States)

Gaps in Information Access in Social Networks

Benjamin Fish (Microsoft, Canada); Ashkan Bashardoust (University of Utah, United States); danah boyd (Data & Society, United States); Sorelle Friedler (Haverford College, United States); Carlos Scheidegger (University of Arizona, United States); Suresh Venkatasubramanian (University of Utah, United States)

Demographic Inference and Representative Population Estimates from Multilingual Social Media Data

Zijian Wang (Stanford University, United States); Scott Hale (University of Oxford, United Kingdom); David Ifeoluwa Adelani (Saarland, Germany); Przemyslaw Grabowicz (Max Planck Institute for Software Systems, Germany); Timo Hartman (GESIS, Germany); Fabian Flöck (GESIS, Germany); David Jurgens (University of Michigan, United States)

Google Dataset Search: Building a Search Engine for Datasets in an Open Web Ecosystem

Dan Brickley (Google, United States); Matthew Burgess (Google, United States); Natasha Noy (Google, United States)

To Return or to Explore: Modelling Human Mobility and Dynamics in Cyberspace

Tianran Hu (University of Rochester, United States); Yinglong Xia (Futurewei Technologies, United States); Jiebo Luo (University of Rochester, United States)

Spiders like Onions: on the Network of Tor Hidden Services

Massimo Bernaschi (Istituto per le Applicazioni del Calcolo Mauro Picone, Italy); Alessandro Celestini (Istituto per le Applicazioni del Calcolo Mauro Picone, Italy); Stefano Guarino (Istituto per le Applicazioni del Calcolo Mauro Picone, Italy); Flavio Lombardi (Istituto per le Applicazioni del Calcolo Mauro Picone, Italy); Enrico Mastrostefano (Istituto per le Applicazioni del Calcolo Mauro Picone, Italy)

(Mis)Information Dissemination in WhatsApp: Gathering, Analyzing and Countermeasures

Gustavo Resende (Universidade Federal de Minas Gerais, Brazil); Philipe Melo (Universidade Federal de Minas Gerais, Brazil); Hugo Sousa (Universidade Federal de Minas Gerais, Brazil); Johnnatan Messias (Max Planck Institute for Software Systems, Germany); Marisa Vasconcelos (IBM, Brazil); Jussara Almeida (Universidade Federal de Minas Gerais, Brazil); Fabrício Benevenuto (Universidade Federal de Minas Gerais, Brazil)

Are All Successful Communities Alike? Characterizing and Predicting the Success of Online Communities

Tiago Cunha (University of Michigan, United States); David Jurgens (University of Michigan, United States); Chenhao Tan (University of Colorado Boulder, United States); Daniel Romero (University of Michigan, United States)

Dynamic Deep Multi-modal Fusion for Image Sharing

Ashwini Tonge (Kansas State University, United States); Cornelia Caragea (University of Illinois Chicago, United States)

Selling a Single Item with Negative Externalities

Matheus Xavier Ferreira (Princeton University, United States); S. Matthew Weinberg (Princeton University, United States); Danny Yuxing Huang (Princeton University, United States); Nick Feamster (Princeton University, United States); Tithi Chattopadhyay (Princeton University, United States)

Predictive Crawling for Commercial Web Content

Shuguang Han (Google, United States); Bernhard Brodowsky (Google, Switzerland); Przemek Gajda (Google, Switzerland); Sergey Novikov (Google, Switzerland); Mike Bendersky (Google, United States); Marc Najork (Google, United States); Robin Dua (Google, United States); Alexandrin Popescul (Google, United States)

Learning Edge Properties in Graphs from Path Aggregations

Rakshit Agrawal (University of California Santa Cruz, United States); Luca de Alfaro (University of California Santa Cruz, United States)

Keyphrase Extraction from Disaster-related Tweets

Jishnu Ray Chowdhury (Kansas State University, United States); Cornelia Caragea (University of Illinois Chicago, United States); Doina Caragea (Kansas State University, United States)

Addressing Trust Bias for Unbiased Learning-to-Rank

Aman Agarwal (Cornell University, United States); Xuanhui Wang (Google, United States); Cheng Li (Google, United States); Michael Bendersky (Google, United States); Marc Najork (Google, United States)

Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention

Manas Gaur (Kno.e.sis Center Ohio, United States); Amanuel Alambo (Kno.e.sis Center Ohio, United States); Joy Prakash Sain (Kno.e.sis Center Ohio, United States); Ugur Kursuncu (Kno.e.sis Center Ohio, United States); Krishnaprasad Thirunarayan (Kno.e.sis Center Ohio, United States); Ramakanth Kavuluru (University of Kentucky, United States); Amit Sheth (Kno.e.sis Center Ohio, United States); Randy Welton (Wright State University, United States); Jyotishman Pathak (Weill Cornell Medical College, United States)

HAR: A Hierarchical Attention Retrieval Model for Healthcare Question Answering

Ming Zhu (Virginia Tech, United States); Aman Ahuja (Virginia Tech, United States); Wei Wei (Google, United States); Chandan K. Reddy (Virginia Tech, United States)

Understanding the Effects of the Neighbourhood Built Environment on Public Health with Open Data

Apinan Hasthanasombat (University of Cambridge, United Kingdom); Cecilia Mascolo (University of Cambridge, United Kingdom)

Speed and Scale of Cryptocurrency Discussion Growth on Reddit

Maria Glenski (University of Notre Dame, United States); Emily Saldanha (Pacific Northwest National Laboratory, United States); Svitlana Volkova (Pacific Northwest National Laboratory, United States)

Evaluating Anti-Fingerprinting Privacy Enhancing Technologies

Amit Datta (Snap, United States); Jianan Lu (University of California Berkeley, United States); Michael Carl Tschantz (International Computer Science Institute, United States)

Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preference

Yixin Cao (National University of Singapore, Singapore); Xiang Wang (National University of Singapore, Singapore); Xiangnan He (National University of Singapore, Singapore); Zikun Hu (National University of Singapore, Singapore); Tat-Seng Chua (National University of Singapore, Singapore)

Semantic Text Matching for Long-Form Documents

Jyun-Yu Jiang (University of California Los Angeles, United States); Mingyang Zhang (Google, United States); Cheng Li (Google, United States); Michael Bendersky (Google, United States); Nadav Golbandi (Google, United States); Marc Najork (Google, United States)

Pruning based Distance Sketches with Provable Guarantees on Random Graphs

Hongyang Zhang (Stanford University, United States); Huacheng Yu (Harvard University, United States); Ashish Goel (Stanford University, United States)

Bootstrapping Domain-Specific Content Discovery on the Web

Kien Pham (New York University, United States); Aecio Santos (New York University, United States); Juliana Freire (New York University, United States)

Learning Semantic Models of Data Sources using Probabilistic Graphical Models

Binh Vu (University of Southern California, United States); Craig Knoblock (University of Southern California, United States); Jay Pujara (University of Southern California, United States)

A Semi-Supervised Active-learning Truth Estimator for Social Networks

Hang Cui (University of Illinois Urbana Champaign, United States); Tarek Abdelzaher (University of Illinois Urbana-Champaign, United States); Lance Kaplan (Army Research Laboratories, United States)

Iterative Discriminant Tensor Factorization for Behavior Comparison in Massive Open Online Courses

Xidao Wen (University of Pittsburgh, United States); Yu-Ru Lin (University of Pittsburgh, United States); Xi Liu (Texas A&M University, United States); Peter Brusilovsky (University of Pittsburgh, United States); Jordan Barría Pineda (University of Pittsburgh, United States)

How Do Your Neighbors Disclose Your Information: Social-Aware Time Series Imputation

Zongtao Liu (Zhejiang University, China); Yang Yang (Zhejiang University, China); Wei Huang (Zhejiang University, China); Zhongyi Tang (State Grid, China); Ning Li (State Grid, China); Fei Wu (Zhejiang University, China)

Multi-relational Network Embeddings with Relational Proximity and Node Attributes

Ming-Han Feng (National Taiwan University, Taiwan); Chin-Chi Hsu (Academia Sinica, Taiwan); Cheng-Te Li (National Cheng Kung University, Taiwan); Mi-Yen Yeh (Academia Sinica, Taiwan); Shou-De Lin (National Taiwan University, Taiwan)

Reply-aided Detection of Misinformation via Bayesian Deep Learning

Qiang Zhang (University College London, United Kingdom); Aldo Lipani (University College London, United Kingdom); Shangsong Liang (Sun Yat-sen University, China); Emine Yilmaz (University College London, United Kingdom)

Constrained Local Graph Clustering by Colored Random Walk

Yaowei Yan (Pennsylvania State University, United States); Yuchen Bian (Pennsylvania State University, United States); Dongsheng Luo (Pennsylvania State University, United States); Dongwon Lee (Pennsylvania State University, United States); Xiang Zhang (Pennsylvania State University, United States)

RiSER: Learning Better Representations for Richly Structured Emails

Furkan Kocayusufoglu (University of California Santa Barbara, United States); Ying Sheng (Google, United States); Nguyen Vo (Google, United States); James Wendt (Google, United States); Qi Zhao (Google, United States); Sandeep Tata (Google, United States); Marc Najork (Google, United States)

What happened? The Spread of Fake News Publisher Content During the 2016 Election

Ceren Budak (University of Michigan, United States)

From Stances’ Imbalance to their Hierarchical Representation and Detection

Qiang Zhang (University College London, United Kingdom); Shangsong Liang (Sun Yat-sen University, China); Aldo Lipani (University College London, United Kingdom); Zhaochun Ren (JD.com, China); Emine Yilmaz (University College London, United Kingdom)

Dynamic Ensemble of Contextual Bandits to Satisfy Users' Changing Interests

Qingyun Wu (University of Virginia, United States); Huazheng Wang (University of Virginia, United States); Yanen Li (Snap, United States); Hongning Wang (University of Virginia, United States)

Generalists and Specialists: Using Community Embeddings to Quantify Activity Diversity in Online Platforms

Isaac Waller (University of Toronto, Canada); Ashton Anderson (University of Toronto, Canada)

MiST: A Multiview and Multimodal Spatial-Temporal Learning Framework for Citywide Abnormal Event Forecasting

Chao Huang (University of Notre Dame, United States); Chuxu Zhang (University of Notre Dame, United States); Jiashu Zhao (JD.com, China); Xian Wu (University of Notre Dame, United States); Nitesh Chawla (University of Notre Dame, United States); Dawei Yin (JD.com, China)

Shapley meets Uniform: An Axiomatic Framework for Attribution in Online Advertising

Raghav Singal (Columbia University, United States); Omar Besbes (Columbia University, United States); Antoine Desir (INSEAD, France); Vineet Goyal (Columbia University, United States); Garud Iyengar (Columbia University, United States)

Sarcasm Detection with Self-matching Networks and Low-rank Bllinear Pooling

Tao Xiong (Ant Financial, Hangzhou, China); Peiran Zhang (Alibaba Group, China); Hongbo Zhu (Alibaba Group, China); Yihui Yang (AfterPay, China)

Learning to Generate Questions by Learning What not to Generate

Bang Liu (University of Alberta, Canada); Mingjun Zhao (University of Alberta, Canada); Di Niu (University of Alberta, Canada); Kunfeng Lai (Hong Kong Polytechnic University, China); Yancheng He (Tencent, China); Haojie Wei (Tencent, China); Yu Xu (Tencent, China)

Exploiting Diversity in Android TLS Implementations for Mobile App Traffic Classification

Satadal Sengupta (Indian Institute of Technology Kharagpur, India); Niloy Ganguly (Indian Institute of Technology Kharagpur, India); Pradipta De (Georgia Southern University, United States); Sandip Chakraborty (Indian Institute of Technology Kharagpur, India)

Blockchain Mining Games with Pay-Forward

Philip Lazos (University of Oxford, United Kingdom); Elias Koutsoupias (University of Oxford, United Kingdom); Foluso Ogunlana (University of Oxford, United Kingdom); Paolo Serafino (University of Oxford, United Kingdom)

“Data Strikes”: Evaluating the Effectiveness of New Forms of Collective Action Against Technology Platforms

Nicholas Vincent (Northwestern University, United States); Brent Hecht (Northwestern University, United States); Shilad Sen (Macalester College, United States)

Multiple Treatment Effect Estimation using Deep Generative Model with Task Embedding

Shiv Kumar Saini (Adobe Research, India); Sunny Dhamnani (Adobe Research, India); Aakash S (Indian Institute of Technology Madras, India); Akil Arif Ibrahim (Indian Institute of Technology Roorkee, India); Prithviraj Chavan (Adobe, India)

Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems

Jiaxuan You (Stanford University, United States); Yichen Wang (Georgia Institute of Technology, United States); Aditya Pal (Pinterest, United States); Pong Eksombatchai (Pinterest, United States); Chuck Rosenburg (Pinterest, United States); Jure Leskovec (Stanford University, United States)

Decoupled smoothing on graphs

Alex Chin (Stanford University, United States); Yatong Chen (Stanford University, United States); Kristen M. Altenburger (Stanford University, United States); Johan Ugander (Stanford University, United States)

Aspect-level Sentiment Analysis using AS-Capsules

Yequan Wang (Tsinghua University, China); Aixin Sun (Nanyang Technological University, Singapore); Minlie Huang (Tsinghua University, China); Xiaoyan Zhu (Tsinghua University, China)

Quality Effects on User Preferences and Behaviors in Mobile News Streaming

Hongyu Lu (Tsinghua University, China); Min Zhang (Tsinghua University, China); Weizhi Ma (Tsinghua University, China); Yunqiu Shao (Tsinghua University, China); Yiqun Liu (Tsinghua University, China); Shaoping Ma (Tsinghua University, China)

Anything to Hide? Studying Minified and Obfuscated Code in the Web

Philippe Skolka (TU Darmstadt, Germany); Cristian-Alexandru Staicu (TU Darmstadt, Germany); Michael Pradel (TU Darmstadt, Germany)

Learning Graph Pooling and Hybrid Convolutional Operations for Text Representations

Hongyang Gao (Texas A&M University, United States); Yongjun Chen (Washington State University, United States); Shuiwang Ji (Texas A&M University, United States)

A Graph is Worth a Thousand Words: Telling Event Stories using Timeline Summarization Graphs

Jeffery Ansah (University of South Australia, Australia); Lin Liu (University of South Australia, Australia); Wei Kang (University of South Australia, Australia); Selasie Kwashie (University of South Australia, Australia); Jixue Liu (University of South Australia, Australia); Jiuyong Li (University of South Australia, Australia)

Spatio-Temporal Capsule-based Reinforcement Learning for Mobility-on-Demand Network Coordination

Suining He (University of Michigan, United States); Kang G. Shin (University of Michigan, United States)

Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems

Changhua Pei (Alibaba Group, China); Xinru Yang (Carnegie Mellon University, United States); Qing Cui (Alibaba Group, China); Xiao Lin (Alibaba Group, China); Fei Sun (Alibaba Group, China); Peng Jiang (Alibaba Group, China); Wenwu Ou (Alibaba Group, China); Yongfeng Zhang (Rutgers University, United States)

A Tree-Structured Neural Network Model for Household Energy Breakdown

Yiling Jia (University of Virginia, United States); Nipun Batra (Indian Institute of Technology Gandhinagar, India); Hongning Wang (University of Virginia, United States); Kamin Whitehouse (University of Virginia, United States)

Recurrent Convolutional Neural Network for Sequential Recommendation

Chengfeng Xu (Soochow University, China); Pengpeng Zhao (Soochow University, China); Yanchi Liu (Rutgers University, United States); Jiajie Xu (Soochow University, China); Victor Sheng (University of Central Arkansas, United States); Zhiming Cui (Suzhou University of Science and Technology, China); Xiaofang Zhou (University of Queensland, Australia); Hui Xiong (State University of New Jersey, United States)

Rock, Rap, or Reggaeton?: Assessing Mexican Immigrants’ Cultural Assimilation Using Facebook Data

Ian Stewart (Georgia Institute of Technology, United States); René Flores (University of Chicago, United States); Timothy Riffe (Max Planck Institute for Demographic Research, Germany); Ingmar Weber (Qatar Computing Research Institute, Qatar); Emilio Zagheni (Max Planck Institute for Demographic Research, Germany)

A Multimodal Text Matching Model for Obfuscated Language Identification in Adversarial Communication

Longtao Huang (Chinese Academy of Sciences, China); Ting Ma (Chinese Academy of Sciences, China); Junyu Lin (Chinese Academy of Sciences, China); Jizhong Han (Chinese Academy of Sciences, China); Songlin Hu (Chinese Academy of Sciences, China)

Click Feedback-Aware Query Recommendation Using Adversarial Examples

Ruirui Li (University of California Los Angeles, United States); Liangda Li (Yahoo Research and Oath, United States); Xian Wu (University of Notre Dame, United States); Yunhong Zhou (Yahoo Research and Oath, United States); Wei Wang (University of California Los Angeles, United States)

Rating Augmentation with Generative Adversarial Networks towards Accurate Collaborative Filtering

Dong-Kyu Chae (Hanyang University, South Korea); Jin-Soo Kang (Hanyang University, South Korea); Sang-Wook Kim (Hanyang University, South Korea); Jaeho Choi (Naver Corporation, South Korea)

Improving Neural Response Diversity with Frequency-Aware Cross-Entropy Loss

Shaojie Jiang (University of Amsterdam, Netherlands); Pengjie Ren (University of Amsterdam, Netherlands); Christof Monz (University of Amsterdam, Netherlands); Maarten de Rijke (University of Amsterdam, Netherlands)

Knowledge Graph Convolutional Networks for Recommender Systems

Hongwei Wang (Shanghai Jiao Tong University, China); Miao Zhao (Hong Kong Polytechnic University, Hong Kong); Xing Xie (Microsoft, China); Wenjie Li (Hong Kong Polytechnic University, Hong Kong); Minyi Guo (Shanghai Jiao Tong University, China)

ViTOR: Learning to Rank Webpages Based on Visual Features

Bram van den Akker (University of Amsterdam, Netherlands); Ilya Markov (University of Amsterdam, Netherlands); Maarten de Rijke (University of Amsterdam, Netherlands)

BotCamp: Bot-driven Interactions in Social Campaigns

Noor Abu-El-Rub (University of New Mexico, United States); Abdullah Mueen (University of New Mexico, United States)

The Silent Majority Speaks: Inferring Silent Users’ Opinions in Online Social Networks

Lei Wang (Beihang University, China); Jianwei Niu (Beihang University, China); Xuefeng Liu (Beihang University, China); Kaili Mao (Beihang University, China)

A Multi-modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps

Jathushan Rajasegaran (CSIRO, Australia); Naveen Karunanayake (CSIRO, Australia); Ashanie Gunathillake (University of Sydney, Australia); Suranga Seneviratne (University of Sydney, Australia); Guillaume Jourjon (CSIRO, Australia)

Learning Binary Hash Codes for Fast Anchor Link Retrieval across Networks

Yongqing Wang (Chinese Academy of Sciences, China); Huawei Shen (Chinese Academy of Sciences, China); Jinhua Gao (Chinese Academy of Sciences, China); Xueqi Cheng (Chinese Academy of Sciences, China)

Context-Sensitive Malicious Spelling Error Correction

Hongyu Gong (University of Illinois Urbana-Champaign, United States); Yuchen Li (University of Illinois Urbana-Champaign, United States); Suma Bhat (University of Illinois Urbana-Champaign, United States); Pramod Viswanath (University of Illinois Urbana-Champaign, United States)

A Novel Unsupervised Approach for Precise Temporal Slot Filling from Incomplete and Noisy Temporal Contexts

Xueying Wang (University of Notre Dame, United States); Haiqiao Zhang (University of Notre Dame, United States); Qi Li (University of Notre Dame, United States); Yiyu Shi (University of Notre Dame, United States); Meng Jiang (University of Notre Dame, United States)

MCVAE: Margin-based Conditional Variational Autoencoder for Relation Classification and Pattern Generation

Fenglong Ma (State University of New York Buffalo, United States); Yaliang Li (Tencent Medical AI Lab, United States); Chenwei Zhang (University of Illinois Chicago, United States); Jing Gao (State University of New York Buffalo, United States); Nan Du (Tencent Medical AI Lab, United States); Wei Fan (Tencent Medical AI Lab, United States)

Neural Chinese Word Segmentation with Lexicon and Unlabeled Data via Posterior Regularization

Junxin Liu (Tsinghua University, China); Fangzhao Wu (Microsoft, China); Chuhan Wu (Tsinghua University, China); Yongfeng Huang (Tsinghua University, China); Xing Xie (Microsoft, China)

FARE: Diagnostics for Fair Ranking using Pairwise Error Metrics

Caitlin Kuhlman (Worcester Polytechnic Institute, United States); Maryann Vanvalkenburg (Worcester Polytechnic Institute, United States); Elke Rundensteiner (Worcester Polytechnic Institute, United States)

Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm

Ziniu Hu (University of California Los Angeles, United States); Yang Wang (Bytedance AI Lab, China); Qu Peng (Bytedance AI Lab, China); Hang Li (Bytedance AI Lab, China)

Understanding Urban Dynamics via State-sharing Hidden Markov Model

Tong Xia (Tsinghua University, China); Yue Yu (Tsinghua University, China); Fengli Xu (Tsinghua University, China); Yong Li (Tsinghua University, China); Funing Sun (Tencent Inc., China); Diansheng Guo (Tencent Inc., China)

The Monopolistic Auction and Bitcoin's Fee Market

Ron Lavi (Technion - Israel Institute of Technology, Israel); Or Sattath (Hebrew University of Jerusalem, Israel); Aviv Zohar (Hebrew University of Jerusalem, Israel)

Place Deduplication with Embeddings

Carl Yang (University of Illinois Urbana-Champaign, United States); Huy Hoang Do (Facebook, United States); Tomas Mikolov (Facebook, United States); Jiawei Han (University of Illinois Urbana-Champaign, United States)

Learning Novelty-Aware Ranking of Answers to Complex Questions

Shahar Harel (Technion - Israel Institute of Technology, Israel); Sefi Albo (Technion - Israel Institute of Technology, Israel); Eugene Agichtein (Emory University, United States); Kira Radinsky (Technion - Israel Institute of Technology, Israel)

Unnecessarily Identifiable: Quantifying the fingerprintability of browser extensions due to bloat

Oleksii Starov (State University of New York Stony Brook, United States); Pierre Laperdrix (State University of New York Stony Brook, United States); Alexandros Kapravelos (North Carolina State University, United States); Nick Nikiforakis (State University of New York Stony Brook, United States)

Cyberbullying Ends Here: Towards Robust Detection of Cyberbullying in Social Media

Mengfan Yao (State University of New York Albany, United States); Charalampos Chelmis (State University of New York Albany, United States); Daphney-Stavroula Zois (State University of New York Albany, United States)

Learning Fast Matching Models from Weak Annotations

Xue Li (Microsoft, China); Zhipeng Luo (Microsoft, China); Hao Sun (Microsoft, China); Jianjin Zhang (Microsoft, China); Weihao Han (Microsoft, China); Xianqi Chu (Microsoft, China); Liangjie Zhang (Microsoft, China); Qi Zhang (Microsoft, China)

A large-scale study of Wikipedia users' quality of experience

Flavia Salutari (Télécom ParisTech, France); Diego Da Hora (Google, Brazil); Gilles Dubuc (Wikimedia Foundation, France); Dario Rossi (Huawei Technologies, co. Ltd, France)

Rethinking the detection of child sexual abuse imagery on the Internet

Elie Bursztein (Google, United States); Einat Clarke (Google, United States); Michelle DeLaune (National Center for Missing and Exploited Children, United States); David M. Elifff (National Center for Missing and Exploited Children, United States); Nick Hsu (National Center for Missing and Exploited Children, United States); Lindsey Olson (National Center for Missing and Exploited Children, United States); John Shehan (National Center for Missing and Exploited Children, United States); Madhukar Thakur (Google, United States); Kurt Thomas (Google, United States); Travis Bright (Google, United States)

HopRank: How Semantic Structure Influences Teleportation in PageRank

Lisette Espín-Noboa (University of Koblenz-Landau, Germany); Florian Lemmerich (RWTH Aachen University, Germany); Markus Strohmaier (RWTH Aachen University, Germany); Mark Musen (Stanford University, United States); Simon Walk (Detego GmbH, Austria)

DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets

Canwen Xu (Wuhan University, China); Jing Li (Nanyang Technological University, Singapore); Xiangyang Luo (State Key Lab of Mathematical Engineering and Advanced Computing, China); Jiaxin Pei (Wuhan University, China); Chenliang Li (Wuhan University, China); Donghong Ji (Wuhan University, China)

Semi-supervised Multi-view Individual and Sharable Feature Learning for Webpage Classification

Fei Wu (Nanjing University of Posts and Telecommunications, China); Xiao-Yuan Jing (Wuhan University and Nanjing University of Posts and Telecommunications, China); Jun Zhou (Nanjing University of Posts and Telecommunications, China); Yimu Ji (Nanjing University of Posts and Telecommunications, China); Chao Lan (University of Wyoming, United States); Qinghua Huang (Nanjing University of Posts and Telecommunications, China); Ruchuan Wang (Nanjing University of Posts and Telecommunications, China)

Collaborative Similarity Embedding for Recommender Systems

Chih-Ming Chen (National Chengchi University and Academia Sinica, Taiwan); Chuan-Ju Wang (Academia Sinica, Taiwan); Ming-Feng Tsai (National Chengchi University, Taiwan); Yi-Hsuan Yang (Academia Sinica, Taiwan)

Pcard: Personalized Restaurants Recommendation from Card Payment Transaction Records

Min Du (University of California Berkeley, United States); Robert Christensen (Visa Research, United States); Wei Zhang (Visa Research, United States); Feifei Li (University of Utah, United States)

TiSSA: A Time Slice Self-Attention Approach for Modeling Sequential User Behaviors

Chenyi Lei (Alibaba Group, China)

Outage Prediction and Diagnosis for Cloud Service Systems

Yujun Chen (Beihang University and Microsoft Research, China); Xian Yang (Microsoft, China); Qingwei Lin (Microsoft, China); Hongyu Zhang (University of Newcastle, Australia); Feng Gao (Microsoft, United States); Zhangwei Xu (Microsoft, United States); Yingnong Dang (Microsoft, United States); Dongmei Zhang (Microsoft, China); Hang Dong (Microsoft, China); Yong Xu (Microsoft, China); Hao Li (Microsoft, China); Yu Kang (Microsoft, China)

Improved Cross-Lingual Question Retrieval for Community Question Answering

Andreas Rücklé (TU Darmstadt, Germany); Krishnkant Swarnkar (TU Darmstadt, Germany); Iryna Gurevych (TU Darmstadt, Germany)

No More than What I Post: Preventing Linkage Attacks on Check-in Services

Fengli Xu (Tsinghua University, China); Zhen Tu (Tsinghua University, China); Hongjia Huang (Tsinghua University, China); Shuhao Chang (Tsinghua University, China); Yong Li (Tsinghua University, China)

Predicting pregnancy using large-scale data from a women’s health tracking mobile application

Bo Liu (Stanford University, United States); Shuyang Shi (Stanford University, United States); Yongshang Wu (Stanford University, United States); Daniel Thomas (Clue by BioWink GmbH, Germany); Laura Symul (Stanford University, United States); Emma Pierson (Stanford University, United States); Jure Leskovec (Stanford University, United States)

User-Video Co-Attention Network for Personalized Micro-video Recommendation

Shang Liu (Wuhan University, China); Zhenzhong Chen (Wuhan University, China); Hongyi Liu (Amazon, United States); Xinghai Hu (Facebook, United States)

Semantic Hilbert Space for Text Representation Learning

Benyou Wang (University of Padua, Italy); Qiuchi Li (University of Padua, Italy); Massimo Melucci (University of Padua, Italy); Dawei Song (Beijing Institute of Technology, China; Open University, United Kingdom)

Focusing Attention Network for Answer Ranking

Yufei Xie (Qiniu AtLab, China); Shuchun Liu (Qiniu AtLab, China); Tangren Yao (Qiniu AtLab, China); Yao Peng (Qiniu AtLab, China); Zhao Lu (East China Normal University, China)

TiFi: Taxonomy Induction for Fictional Domains

Cuong Xuan Chu (Max Planck Institute for Informatics, Germany); Simon Razniewski (Max Planck Institute for Informatics, Germany); Gerhard Weikum (Max Planck Institute for Informatics, Germany)

Sampled in Pairs and Driven by Text: A New Graph Embedding Framework

Liheng Chen (Shanghai Jiao Tong University, China); Yanru Qu (Shanghai Jiao Tong University, China); Zhenghui Wang (Shanghai Jiao Tong University, China); Lin Qiu (Shanghai Jiao Tong University, China); Weinan Zhang (Shanghai Jiao Tong University, China); Ken Chen (Synyi, China); Shaodian Zhang (Synyi, China); Yong Yu (Shanghai Jiao Tong University, China)

The Chain of Implicit Trust: An Analysis of the Web Third-party Resources Loading

Muhammad Ikram (University of Michigan, United States; Macquarie University, Australia); Rahat Masood (University of New South Wales and Data61, Australia); Gareth Tyson (Queen Mary University of London and Alan Turing Institute, United Kingdom); Mohamed Ali Kaafar (Data61 and Macquarie University, Australia); Noha Loizon (Data61, France); Roya Ensafi (University of Michigan, United States)

Product-Aware Helpfulness Prediction of Online Reviews

Miao Fan (Baidu Research, China); Chao Feng (Baidu Research, China); Lin Guo (Baidu Research, China); Mingming Sun (Baidu Research, China); Ping Li (Baidu Research, United States)

LAVA: Longitudinal Adversarial Attack on Electronic Health Records Data

Sungtae An (Georgia Institute of Technology, United States); Cao Xiao (IBM, United States); Walter F. Stewart (HINT Consultants, United States); Jimeng Sun (Georgia Institute of Technology, United States)

What Makes a Good Team? A Large-scale Study on the Effect of Team Composition in Online Gaming

Ziqiang Cheng (Zhejiang University, China); Yang Yang (Zhejiang University, China); Chenhao Tan (University of Colorado Boulder, United States); Denny Cheng (Tencent Corporation, China); Alex Cheng (Tencent Corporation, China); Yueting Zhuang (Zhejiang University, China)

Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network

Yiming Zhang (West Virginia University, United States); Yujie Fan (West Virginia University, United States); Wei Song (West Virginia University, United States); Shifu Hou (West Virginia University, United States); Yanfang Ye (West Virginia University, United States); Xin Li (West Virginia University, United States); Liang Zhao (George Mason University, USA); Chuan Shi (Beijing University of Posts and Telecommunications, China); Jiabin Wang (Tencent Security Lab, China); Qi Xiong (Tencent Security Lab, China)

A Large-scale Study on the Risks of the HTML5 WebAPI for Mobile Sensor-based Attacks

Francesco Marcantoni (University of Illinois Chicago, United States); Michalis Diamantaris (FORTH, Greece); Sotiris Ioannidis (FORTH, Greece); Jason Polakis (University of Illinois Chicago, United States)

Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text

Guangneng Hu (Hong Kong University of Science and Technology, China); Yu Zhang (Hong Kong University of Science and Technology, China); Qiang Yang (Hong Kong University of Science and Technology, China)

Fuzzy Multi-task Learning for Hate Speech Type Identification

Han Liu (Cardiff University, United Kingdom); Pete Burnap (Cardiff University, United Kingdom); Wafa Alorainy (Cardiff University, United Kingdom); Matthew Williams (Cardiff University, United Kingdom)

A Neural Bag-of-Words Modelling Framework for Link Prediction in Knowledge Bases with Sparse Connectivity

Fanshuang Kong (Beihang University, China); Richong Zhang (Beihang University, China); Hongyu Guo (National Research Council Canada, Canada); Samuel Mensah (Beihang University, China); Zhiyuan Hu (Beihang University, China); Yongyi Mao (University of Ottawa, Canada)

MVAE: Multimodal Variational Autoencoder for Fake News Detection

Dhruv Khattar (International Institute of Information Technology Hyderabad, India); Jaipal Singh Goud (International Institute of Information Technology Hyderabad, India); Manish Gupta (International Institute of Information Technology Hyderabad, India); Vasudeva Varma (International Institute of Information Technology Hyderabad, India)

Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality

Aria Khademi (Pennsylvania State University, United States); Sanghack Lee (Purdue University, United States); David Foley (Pennsylvania State University, United States); Vasant Honavar (Pennsylvania State University, United States)

Learning clusters through information diffusion

Liudmila Prokhorenkova (Moscow Institute of Physics and Technology and Yandex, Russia); Alexey Tikhonov (Yandex, Germany); Nelly Litvak (University of Twente, Netherlands)

Augmenting Knowledge Tracing by Considering Forgetting Behavior

Koki Nagatani (Fuji Xerox, Japan); Qian Zhang (Fuji Xerox, Japan); Masahiro Sato (Fuji Xerox, Japan); Yan-Ying Chen (FX Palo Alto Laboratory, United States); Francine Chen (FX Palo Alto Laboratory, United States); Tomoko Ohkuma (Fuji Xerox, Japan)

Domain-aware Neural Model for Sequence Labeling using Joint Learning

Huang Heng (Alibaba Group, China); Liu Xiaozhong (Alibaba Group, China); Yuliang Yan (Alibaba Group, China)

Context-Aware Sequential Recommendations with Stacked Recurrent Neural Networks

Lakshmanan Rakkappan (National University of Singapore, Singapore); Vaibhav Rajan (National University of Singapore, Singapore)

Understanding Reader Backtracking Behavior in Online News Articles

Uzi Smadja (Technion - Israel Institute of Technology, Israel); Max Grusky (Cornell Tech, United States); Yoav Artzi (Cornell Tech, United States); Mor Naaman (Cornell Tech, United States)

Multistream Classification for Cyber Threat Data with Heterogeneous Feature Space

Yi-Fan Li (University of Texas Dallas, United States); Yang Gao (University of Texas Dallas, United States); Gbadebo Ayoade (University of Texas Dallas, United States); Khan Latifur (University of Texas Dallas, United States); Hemeng Tao (University of Texas Dallas, United States); Bhavani Thuraisingham (University of Texas Dallas, United States)

Efficient Neural Ranking with LSH-based Word Embeddings

Shiyu Ji (University of California Santa Barbara, United States); Jinjin Shao (University of California Santa Barbara, United States); Tao Yang (University of California Santa Barbara, United States)

Globally-Optimized Realtime Supply-Demand Matching in On-Demand Ridesharing

Yifang Liu (Smule, United States); Will Skinner (Engine ML, United States); Chongyuan Xiang (Opendoor Labs, United States)

Recommender Systems with Heterogeneous Side Information

Tianqiao Liu (TAL AI Lab, China); Zhiwei Wang (Michigan State University, United States); Jiliang Tang (Michigan State University, United States); Songfan Yang (TAL AI Lab, China); Zitao Liu (TAL AI Lab, China)

Signals Matter: Understanding Popularity and Impact of Users on Stack Overflow

Arpit Merchant (Indraprastha Institute of Information Technology, India); Daksh Shah (Indraprastha Institute of Information Technology, India); Gurpreet Singh Bhatia (Indraprastha Institute of Information Technology, India); Anurag Ghosh (International Institute of Information Technology Hyderabad, India); Ponnurangam Kumaraguru (Indraprastha Institute of Information Technology, India)

Triple Trustworthiness Measurement for Knowledge Graph

Shengbin Jia (Tongji University, China); Yang Xiang (Tongji University, China); Xiaojun Chen (Tongji University, China); Kun Wang (East China Normal University, China); Shijia E (Tongji University, China)

Multi-Domain Gated CNN for Review Helpfulness Prediction

Cen Chen (Ant Financial, Singapore); Minghui Qiu (Singapore Management University, Singapore); Yinfei Yang (Redfin, United States); Jun Zhou (Ant Financial, China); Jun Huang (Alibaba Cloud, China); Xiaolong Li (Ant Financial Group, China); Forrest Sheng Bao (Iowa State University, United States)

Mobile App Risk Ranking via Exclusive Sparse Coding

Deguang Kong (Yahoo Research, United States); Lei Cen (Purdue University, United States)

Deriving User- and Content-specific Rewards for Contextual Bandits

Paolo Dragone (University of Trento, Italy); Rishabh Mehrotra (Spotify, United Kingdom); Mounia Lalmas (Spotify, United Kingdom)

Global Vectors for Node Representation

Robin Brochier (DSRT, France); Adrien Guille (Université Lumière Lyon 2, France); Julien Velcin (Université de Lyon 2, France)

Fine-grained Type Inference in Knowledge Graphs via Probabilistic and Tensor Factorization Methods

A B M Moniruzzaman (Queensland University of Technology, Australia); Richi Nayak (Queensland University of Technology, Australia); Maolin Tang (Queensland University of Technology, Australia); Thirunavukarasu Balasubramaniam (Queensland University of Technology, Australia)

Learn2Clean: Optimizing the Sequence of Tasks for Web Data Preparation

Laure Berti-Equille (Institute of Research for Development, France)

Hierarchical Neural Variational Model for Personalized Sequential Recommendation

Teng Xiao (Sun Yat-sen University, China); Shangsong Liang (Sun Yat-sen University, China); Zaiqiao Meng (Sun Yat-sen University, China)

Genre Differences of Song Lyrics and Artist Wikis: An Analysis of Popularity, Length, Repetitiveness, and Readability

Markus Schedl (Johannes Kepler University, Austria)

Context-aware Variational Trajectory Encoding and Human Mobility Inference

Fan Zhou (University of Science and Technology of China, China); Xiaoli Yue (University of Science and Technology of China, China); Goce Trajcevski (Iowa State University, United States); Ting Zhong (University of Science and Technology of China, China); Kunpeng Zhang (University of Maryland, United States)

Adversarial Point-of-Interest Recommendation

Fan Zhou (University of Science and Technology of China, China); Ruiyang Yin (University of Science and Technology of China, China); Kunpeng Zhang (University of Maryland, United States); Goce Trajcevski (Iowa State University, United States); Ting Zhong (University of Science and Technology of China, China); Jin Wu (University of Science and Technology of China, China)

Predicting Human Mobility via Variational Attention

Qiang Gao (University of Science and Technology of China, China); Fan Zhou (University of Science and Technology of China, China); Goce Trajcevski (Iowa State University, United States); Kunpeng Zhang (University of Maryland, United States); Ting Zhong (University of Science and Technology of China, China); Fengli Zhang (University of Science and Technology of China, China)

Variational Session-based Recommendation Using Normalizing Flows

Fan Zhou (University of Science and Technology of China, China); Zijing Wen (University of Science and Technology of China, China); Kunpeng Zhang (University of Maryland, United States); Goce Trajcevski (Iowa State University, United States); Ting Zhong (University of Science and Technology of China, China)

Abstractive Meeting Summarization via Hierarchical Adaptive Segmental Network Learning

Zhou Zhao (Zhejiang University, China); Haojie Pan (Zhejiang University, China); Changjie Fan (NetEase Fuxi AI Lab, China); Deng Cai (Zhejiang University, China); Min Yang (Shenzhen Institutes of Advanced Technology, China)

Tag2Vec: Learning Tag Representations in Tag Networks

Junshan Wang (Peking University, China); Zhicong Lu (Peking University, China); Guojie Song (Peking University, China); Yue Fan (Peking University, China); Lun Du (Peking University, China)

A Novel Generative Topic Embedding Model by Introducing Network Communities

Di Jin (Tianjin University, China); Jiantao Huang (Tianjin University, China); Pengfei Jiao (Tianjin University, China); Liang Yang (Hebei University of Technology, China); Dongxiao He (Tianjin University, China); Françoise Soulie-Fogelman (Tianjin University, China); Yuxiao Huang (George Washington University, United States)

Search Mindsets: Understanding Focused and Non-Focused Information Seeking in Music Search

Ang Li (University of Pittsburgh, United States); Jennifer Thom (Spotify, United States); Praveen Chandar (Spotify, United States); Christine Hosey (Spotify, United States); Brian St. Thomas (Spotify, United States); Jean Garcia-Gathright (Spotify, United States)

TableNet: An approach for determining fine-grained relations for Wikipedia tables

Besnik Fetahu (L3S Research Center, Germany); Avishek Anand (L3S Research Center, Germany); Maria Koutraki (FIZ Karlsruhe, Germany)

Evaluating Neural Text Simplification in the Medical Domain

Laurens van den Bercken (Delft University of Technology and myTomorrows, Netherlands); Robert-Jan Sips (myTomorrows, Netherlands); Christoph Lofi (Delft University of Technology, Netherlands)

Firsthand opiates abuse on social media: monitoring geospatial patterns of interest through a digital cohort

Duilio Balsamo (ISI Foundation, Italy); Paolo Bajardi (ISI Foundation, Italy); André Panisson (ISI Foundation, Italy)

Growing Attributed Networks through Local Processes

Harshay Shah (University of Illinois Urbana-Champaign, United States); Suhansanu Kumar (University of Illinois Urbana-Champaign, United States); Hari Sundaram (University of Illinois Urbana-Champaign, United States)

The Music Streaming Sessions Dataset

Brian Brost (Spotify Research, United Kingdom); Rishabh Mehrotra (Spotify Research, United Kingdom); Tristan Jehan (Spotify Research, United States)

Bi-LSTM-CRF Sequence Labeling for Keyphrase Extraction from Scholarly Documents

Rabah Alzaidy (Pennsylvania State University, United States); Cornelia Caragea (University of Illinois Chicago, United States); C. Lee Giles (Pennsylvania State University, United States)

Open World Learning for Product Classification

Hu Xu (University of Illinois Chicago, United States); Bing Liu (University of Illinois Chicago, United States); Lei Shu (University of Illinois Chicago, United States); Philip S. Yu (University of Illinois Chicago, United States)

An Investigation of Cyber Autonomy on Government Websites

Hsu-Chun Hsiao (National Taiwan University, Taiwan); Tiffany Hyun-Jin Kim (HRL Laboratories, United States); Yu-Ming Ku (National Taiwan University, Taiwan); Chun-Ming Chang (National Taiwan University, Taiwan); Hung-Fang Chen (National Taiwan University, Taiwan); Yu-Jen Chen (National Taiwan University, Taiwan); Chun-Wen Wang (Cornell University, United States); Wei Jeng (National Taiwan University, Taiwan)

Semi-Supervised Entity Alignment via Knowledge Graph Embedding with Awareness of Degree Difference

Shichao Pei (King Abdullah University of Science and Technology, Saudi Arabia); Lu Yu (King Abdullah University of Science and Technology, Saudi Arabia); Robert Hoehndorf (King Abdullah University of Science and Technology, Saudi Arabia); Xiangliang Zhang (King Abdullah University of Science and Technology, Saudi Arabia)

Think Outside the Dataset: Finding Fraudulent Reviews using Cross-Dataset Analysis

Shirin Nilizadeh (University of Texas Arlington, United States); Hojjat Aghakhani (University of California Santa Barbara, United States); Eric Gustafson (University of California Santa Barbara, United States); Christopher Kruegel (University of California Santa Barbara, United States); Giovanni Vigna (University of California Santa Barbara, United States)

Learning Intent to Book Metrics for Airbnb Search

Bradley Turnbull (Airbnb, United States)

ϵ-Diagnosis: Unsupervised and Real-time Diagnosis of Small-window Long-tail Latency in Large-scale Microservice Platforms

Huasong Shan (JD.com, United States); Yuan Chen (JD.com, United States); Haifeng Liu (JD.com, China); Yunpeng Zhang (JD.com, China); Xiao Xiao (JD.com, China); Xiaofeng He (JD.com, China); Min Li (JD.com, United States); Wei Ding (JD.com, United States)

Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification

Huiru Xiao (Hong Kong University of Science and Technology, Hong Kong); Xin Liu (Hong Kong University of Science and Technology, Hong Kong); Yangqiu Song (Hong Kong University of Science and Technology, Hong Kong)

Event Detection and Extraction using Hierarchical Multi-Aspect Attention

Sneha Mehta (Virginia Tech, United States); M. Raihanul Islam (Virginia Tech, United States); Huzefa Rangwala (George Mason University, United States); Naren Ramakrishnan (Virginia Tech, United States)

On the Impact of Choice Architectures on Inequality in Online Donation Platforms

Abhijnan Chakraborty (Max Planck Institute for Software Systems, Germany); Nuno Mota (Ecole Polytechnique Fédérale de Lausanne, Switzerland); Asia J. Biega (Max Planck Institute for Informatics, Germany); Krishna P. Gummadi (Max Planck Institute for Software Systems, Germany); Hoda Heidari (ETH Zurich, Switzerland)

Pythia: a Framework for Automatic Analysis of Web Hosting Environments

Srdjan Matic (University College London, United Kingdom); Gareth Tyson (Queen Mary University of London, United Kingdom); Gianluca Stringhini (Boston University, United States)

Detection and Analysis of Self-Disclosure in Online News Commentaries

Prasanna Umar (Pennsylvania State University, United States); Anna Squicciarini (Pennsylvania State University, United States); Sarah Rajtmajer (Pennsylvania State University, United States)

Entity Personalized Talent Search Models with Tree Interaction Features

Cagri Ozcaglar (LinkedIn, United States); Sahin Geyik (LinkedIn, United States); Brian Schmitz (LinkedIn, United States); Prakhar Sharma (LinkedIn, United States); Alex Shelkovnykov (LinkedIn, United States); Yiming Ma (LinkedIn, United States); Erik Buchanan (LinkedIn, United States)

Event-Driven Analysis of Crowd Dynamics in the Black Lives Matter Online Social Movement

Hao Peng (University of Michigan, United States); Ceren Budak (University of Michigan, United States); Daniel Romero (University of Michigan, United States)

Online Learning for Measuring Incentive Compatibility in Ad Auctions

Zhe Feng (Harvard University, United States); Okke Schrijvers (Facebook Research, United States); Eric Sodomka (Facebook Research, United States)

Constructing Test Collections using Multi-armed Bandits and Active Learning

Md Mustafizur Rahman (University of Texas Austin, United States); Mucahid Kutlu (TOBB University of Economics and Technology, Turkey); Matthew Lease (University of Texas Austin, United States)

Modeling the Factors of User Success in Online Debate

Esin Durmus (Cornell University, United States); Claire Cardie (Cornell University, United States)

Improving Top-k Recommendation via Joint Collaborative Autoencoders

Ziwei Zhu (Texas A&M University, United States); Jianling Wang (Texas A&M University, United States); James Caverlee (Texas A&M University, United States)

Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues

Shanu Kumar (Indian Institute of Technology Kanpur, India); Shubham Atreja (IBM, India); Anjali Singh (IBM, India); Mohit Jain (IBM, India)

Measuring Political Personalization of Google News Search

Huyen Le (University of Iowa, United States); Raven Maragh (University of Iowa, United States); Brian Ekdale (University of Iowa, United States); Timothy Havens (University of Iowa, United States); Andrew High (University of Iowa, United States); Zubair Shafiq (University of Iowa, United States)

Is Yelp Actually Cleaning Up the Restaurant Industry? A Re-Analysis on the Relative Usefulness of Consumer Reviews

Kristen M. Altenburger (Stanford University, United States); Daniel E. Ho (Stanford Law School, United States)

What Is in Your Password? Analyzing Memorable and Secure Passwords using a Tensor Decomposition

Youjin Shin (State University of New York Korea, South Korea); Simon Woo (State University of New York Korea, South Korea)

The few-get-richer: a surprising consequence of popularity-based rankings

Fabrizio Germano (Universitat Pompeu Fabra, Spain); Vicenç Gomez (Universitat Pompeu Fabra, Spain); Gael Le Mens (Universitat Pompeu Fabra, Spain)

A Scalable Hybrid Research Paper Recommender System for Microsoft Academic

Anshul Kanakia (Microsoft, United States); Zhihong Shen (Microsoft, United States); Darrin Eide (Microsoft, United States); Kuansan Wang (Microsoft, United States)

Learning Task-Specific City Region Partitions

Hongjian Wang (Pennsylvania State University, United States); Porter Jenkins (Pennsylvania State University, United States); Hua Wei (Pennsylvania State University, United States); Fei Wu (Pennsylvania State University, United States); Zhenhui Li (Pennsylvania State University, United States)

Personalized Online Spell Correction for Personal Search

Jai Gupta (Google, United States); Zhen Qin (Google, United States); Michael Bendersky (Google, United States); Donald Metzler (Google, United States)

Embarrassingly Shallow Autoencoders for Sparse Data

Harald Steck (Netflix, United States)

Topic Structure-Aware Neural Language Models

Noriaki Kawamae (NTT Comware, Japan)

TurkScanner: Predicting the Hourly Wage of Microtasks

Susumu Saito (Waseda University, Japan); Chun-Wei Chiang (West Virginia University, United States); Saiph Savage (West Virginia University, United States); Teppei Nakano (Waseda University, Japan); Tetsunori Kobayashi (Waseda University, Japan); Jeffrey Bigham (Carnegie Mellon University, United States)

Parametric Models for Intransitivity in Pairwise Rankings

Rahul Makhijani (Stanford University, United States); Johan Ugander (Stanford University, United States)

The Illusion of Change: Correcting for Bias when Inferring Changes in Sparse, Societal-Scale Data

Gabriel Cadamuro (University of Washington, United States); Ramya Korlakai Vinayak (University of Washington, United States); Joshua Blumenstock (University of California Berkeley, United States); Sham Kakade (University of Washington, United States); Jacob Shapiro (Princeton University, United States)

On Convexity and Bounds of Fairness-aware Classification

Yongkai Wu (University of Arkansas, United States); Lu Zhang (University of Arkansas, United States); Xintao Wu (University of Arkansas, United States)

Maximizing Marginal Utility per Dollar for Economic Recommendation

Yingqiang Ge (Rutgers University, United States); Shuyuan Xu (Rutgers University, United States); Shuchang Liu (Rutgers University, United States); Shijie Geng (Rutgers University, United States); Zuohui Fu (Rutgers University, United States); Yongfeng Zhang (Rutgers University, United States)

City-Wide Signal Strength Maps: Prediction with Random Forests

Emmanouil Alimpertis (University of California Irvine, United States); Athina Markopoulou (University of California Irvine, United States); Carter Butts (University of California Irvine, United States); Konstantinos Psounis (University of Southern California, United States)

The World Wants Mangoes and Kangaroos: A Study of New Emoji Requests Based on Thirty Million Tweets

Yunhe Feng (University of Tennessee, United States); Wenjun Zhou (University of Tennessee Knoxville, United States); Zheng Lu (University of Tennessee, United States); Zhibo Wang (Wuhan University, China); Qing Cao (University of Tennessee, United States)

Extracting Product Defects and Solutions from Online Reviews

Xuan Zhang (Virginia Tech, United States); Zhilei Qiao (University of Alabama Birmingham, United States); Aman Ahuja (Virginia Tech, United States); Weiguo Fan (University of Iowa, United States); Edward Fox (Virginia Tech, United States); Chandan K. Reddy (Virginia Tech, United States)

CnGAN: Generative Adversarial Networks for Cross-network user preference generation for non-overlapped users

Dilruk Perera (National University of Singapore, Singapore); Roger Zimmermann (National University of Singapore, Singapore)

BoFGAN: Towards A New Structure of Backward-or-Forward Generative Adversarial Nets

M.K.Sophie Chen (Peking University, China); Xinyi Lin (Peking University, China); Chen Wei (Turing Robot, China); Rui Yan (Peking University, China)

Adaptive MAtrix Completion for the users and the items in tail

Mohit Sharma (WalmartLabs, United States); George Karypis (University of Minnesota, United States)

Enhancing Fashion Recommendation with Visual Compatibility Relationship

Ruiping Yin (Beijing Institute of Technology, China); Kan Li (Beijing Institute of Technology, China); Jie Lu (University of Technology Sydney, Australia); Guangquan Zhang (University of Technology Sydney, Australia)

Detect Rumors on Twitter by Promoting Information Campaigns with Generative Adversarial Learning

Jing Ma (Chinese University of Hong Kong, Hong Kong); Wei Gao (Victoria University of Wellington, New Zealand); Kam-Fai Wong (Chinese University of Hong Kong, Hong Kong)

Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation

Fangzhao Wu (Microsoft, China); Junxin Liu (Tsinghua University, China); Chuhan Wu (Tsinghua University, China); Yongfeng Huang (Tsinghua University, China); Xing Xie (Microsoft, China)

With a little help from my friends (and their friends): Influence neighborhoods for social recommendations

Avni Gulati (San Jose State University, United States); Magdalini Eirinaki (San Jose State University, United States)

Inferring Search Queries from Web Documents via a Graph-Augmented Sequence to Attention Network

Fred.X Han (University of Alberta, Canada); Di Niu (University of Alberta, Canada); Kunfeng Lai (Tencent, China); Weidong Guo (Tencent, China); Yancheng He (Tencent, China); Yu Xu (Tencent, China)

Improving Multiclass Classification in Crowsourcing by Using Hierarchical Schemes

Xiaoni Duan (Kyoto University, Japan); Keishi Tajima (Kyoto University, Japan)