A New Approach to Compute CNNs for Extremely Large Images
Sai Wu (Zhejiang University); Mengdan Zhang (Zhejiang University); Gang Chen (Zhejiang University); Ke Chen (Zhejiang University); Lidan Shou (Zhejiang University)
Name Disambiguation in Anonymized Graphs using Network Embedding
Baichuan Zhang (Purdue University ); Mohammad Al Hasan (Indiana University Purdue University Indianapolis )
Scenic Routes Now: Efficiently Solving the Time-Dependent Arc Orienteering Problem
Ying Lu (University of Southern California); Gregor Josse (LMU Munich); Tobias Emrich (LMU Munich); Ugur Demiryurek (University of Southern California); Matthias Renz (George Mason University); Cyrus Shahabi (University of Southern California); Matthias Schubert (LMU Munich)
Extracting Records from the Web Using a Signal Processing Approach
Roberto Panerai Velloso (Universidade Federal de Santa Catarina - UFSC); Carina F. Dorneles (Universidade Federal de Santa Catarina - UFSC)
Select Your Questions Wisely: For Entity Resolution With Crowd Errors
Natali Ruchansky (University of Southern California); Sungyong Seo (University of Southern California); Yan Liu (University of Southern California)
Words are Malleable: Computing Semantic Shifts in Political and Media Discourse
Hosein Azarbonyad (University of Amsterdam); Mostafa Dehghani (University of Amsterdam); Kaspar Beelen (University of Amsterdam); Alexandra Arkut (University of Amsterdam); Maarten Marx (University of Amsterdam); Jaap Kamps (University of Amsterdam)
Efficient Discovery of Ontology Functional Dependencies
Sridevi Baskaran (McMaster University); Alexander Keller (University of Ontario Institute of Technology); Fei Chiang (McMaster University); Lukasz Golab (University of Waterloo); Jaroslaw Szlichta (University of Ontario Institute of Technology)
Interactive Social Recommendation
Xin Wang (Tsinghua University); Steven C.H. Hoi (Singapore Management University); Chenghao Liu (Zhejiang University); Martin Ester (Simon Fraser University); Wenwu Zhu (Tsinghua University); Chun Chen (Zhejiang University)
Incorporating the Latent Link Categories in Relational Topic Modeling
Yuan He (Tongji University); Cheng Wang (Tongji University); Changjun Jiang (Tongji University)
Spreadsheet Property Detection With Rule-assisted Active Learning
Zhe Chen (Two Sigma Investments LP); Sasha Dadiomov (Microsoft Corporation); Richard Wesley (Tableau Software); Gang Xiao (Tableau Software); Daniel Cory (Tableau Software); Michael Cafarella (University of Michigan); Jock Mackinlay (Tableau Software)
FM-Hawkes: A Hawkes Process Based Approach for Modeling Online Activity Correlations
Huan Yan (Tsinghua University); Tzu-Heng Lin (Tsinghua University); Gang Wang (Virginia Tech); Yong Li (Tsinghua University); Haitao Zheng (University of Chicago); Depeng Jin (Tsinghua University); Ben Y. Zhao (University of Chicago)
On Embedding Uncertain Graphs
Jiafeng Hu (University of Hong Kong); Reynold Cheng (University of Hong Kong); Zhipeng Huang (University of Hong Kong); Yixang Fang (University of Hong Kong); Siqiang Luo (University of Hong Kong)
FUSION - An Online Method for Multistream Classification
Ahsanul Haque (University of Texas at Dallas); Zhuoyi Wang (University of Texas at Dallas); Swarup Chandra (University of Texas at Dallas); Bo Dong (University of Texas at Dallas); Latifur Khan (University of Texas at Dallas); Kevin W. Hamlen (University of Texas at Dallas)
UFeed: Refining Web Data Integration Based on User Feedback
Ahmed El-Roby (University of Waterloo); Ashraf Aboulnaga (Qatar Computing Research Institute)
ANS-Based Index Compression
Alistair Moffat (University of Melbourne); Matthias Petri (University of Melbourne)
Joint Topic-Semantic-aware Social Recommendation for Online Voting
Hongwei Wang (Shanghai Jiao Tong University & The Hong Kong Polytechnic University); Jia Wang (The Hong Kong Polytechnic University); Miao Zhao (The Hong Kong Polytechnic University); Jiannong Cao (The Hong Kong Polytechnic University); Minyi Guo (Shanghai Jiao Tong University)
A Two-Stage Framework for Computing Entity Relatedness in Wikipedia
Marco Ponza (University of Pisa); Paolo Ferragina (University of Pisa); Soumen Chakrabarti (IIT Bombay)
Crowdsourced Selection on Multi-Attribute Data
Xueping Weng (Tsinghua University); Guoliang Li (Tsinghua University); Huiqi Hu (Tsinghua University); Jianhua Feng (Tsinghua University)
Joint Representation Learning for Top-N Recommendation with Heterogeneous Information Sources
Yongfeng Zhang (University of Massachusetts Amherst); Qingyao Ai (University of Massachusetts Amherst); Xu Chen (Tsinghua University); W. Bruce Croft (University of Massachusetts Amherst)
Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks
Jinfeng Rao (Comcast Applied AI Research Lab & University of Maryland); Ferhan Ture (Comcast Applied AI Research Lab); Hua He (University of Maryland); Oliver Jojic (Comcast Applied AI Research Lab); Jimmy Lin (University of Waterloo)
Destination-aware Task Assignment in Spatial Crowdsourcing
Yan Zhao (Soochow University); Yang Li (Soochow University); Yu Wang (Chinese University of Hong Kong); Bolong Zheng (Wuhan University of Technology); Han Su (University of Electronic Science and Technology of China); Kai Zheng (University of Electronic Science and Technology of China)
Sensitive and Scalable Online Evaluation with Theoretical Guarantees
Harrie Oosterhuis (University of Amsterdam); Maarten de Rijke (University of Amsterdam)
Balancing Speed and Quality in Online Learning to Rank for Information Retrieval
Harrie Oosterhuis (University of Amsterdam); Maarten de Rijke (University of Amsterdam)
Users Are Known by the Company They Keep: Topic Models for Viewpoint Discovery in Social Networks
Exploiting Spatio-Temporal User Behaviors for User Linkage
Wei Chen (Soochow University); Hongzhi Yin (University of Queensland); Weiqing Wang (University of Queensland); Lei Zhao (Soochow University); Wen Hua (University of Queensland); Xiaofang Zhou (University of Queensland)
Automatic Navbox Generation by Interpretable Clustering over Linked Entities
Chenhao Xie (Fudan University & Shuyan Technology); Lihan Chen (Fudan University); Jiaqing Liang (Fudan University & Shuyan Technology); Kezun Zhang (Fudan University); Yanghua Xiao (Fudan University & Shuyan Technology); Hanghang Tong (Arizona State University); Haixun Wang (Facebook); Wei Wang (Fudan University)
Enhancing the Network Embedding Quality with Structural Similarity
PQBF: I/O-Efficient Approximate Nearest Neighbor Search by Product Quantization
Yingfan Liu (Chinese University of Hong Kong); Hong Cheng (Chinese University of Hong Kong); Jiangtao Cui (Xidian University)
A Non-negative Symmetric Encoder-Decoder Approach for Community Detection
Bing-Jie Sun (Chinese Academy of Sciences); Huawei Shen (Chinese Academy of Sciences); Jinhua Gao (Chinese Academy of Sciences); Wentao Ouyang (Chinese Academy of Sciences); Xueqi Cheng (Chinese Academy of Sciences)
Community-Based Network Alignment for Large Attributed Network
Zheng Chen (Drexel University); Xinli Yu (Temple University); Bo Song (Drexel University); Jianliang Gao (Drexel University); Xiaohua Hu (Drexel University); Wei-Shih Yang (Temple University)
Attributed Signed Network Embedding
Suhang Wang (Arizona State University); Charu Aggarwal (IBM T. J. Watson Research Center); Jiliang Tang (Michigan State University); Huan Liu (Arizona State University)
Tweet Geolocation: Leveraging Location, User and Peer Signals
Maintaining Densest Subsets Efficiently in Evolving Hypergraphs
Shuguang Hu (University of Hong Kong); Xiaowei Wu (University of Hong Kong); T-H. Hubert Chan (University of Hong Kong)
Predicting Startup Crowdfunding Success through Longitudinal Social Engagement Analysis
Qizhen Zhang (University of Pennsylvania); Tengyuan Ye (University of Pennsylvania); Meryem Essaidi (University of Pennsylvania); Shivani Agarwal (University of Pennsylvania); Vincent Liu (University of Pennsylvania); Boon Thau Loo (University of Pennsylvania)
Multi-view Clustering via Graph Embedding for Connectome Analysis
Guixiang Ma (University of Illinois at Chicago); Lifang He (University of Illinois at Chicago); Chun-Ta Lu (University of Illinois at Chicago); Weixiang Shao (Google Inc); Philip S Yu (University of Illinois at Chicago & Fudan University); Alex D Leow (University of Illinois at Chicago); Ann B Ragin (Northwestern University)
Chang Liu (Shandong University); Yinan Zhang (Shandong University); Lei Liu (Shandong University); Lizhen Cui (Shandong University); Dong Yuan (University of Sydney); Chunyan Miao (Nanyang Technological University)
Learning and Transferring Social and Item Visibilities for Personalized Recommendations
Lin Xiao (Tsinghua University); Zhang Min (Tsinghua University); Zhang Yongfeng (University of Massachusetts Amherst); Liu Yiqun (Tsinghua University); Ma Shaoping (Tsinghua University)
Hike: A Hybrid Human-Machine Method for Entity Alignment in Large-Scale Knowledge Bases
Yan Zhuang (Tsinghua University); Guoliang Li (Tsinghua University); Zhuojian Zhong (Tsinghua University); Jianhua Feng (Tsinghua University)
Indexable Bayesian Personalized Ranking for Efficient Top-k Recommendation
Dung D. Le (Singapore Management University); Hady W. Lauw (Singapore Management University)
DeepRank: a New Deep Architecture for Relevance Ranking in Information Retrieval
Liang Pang (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Yanyan Lan (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jiafeng Guo (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jun Xu (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jingfang Xu (Sogou Inc); Xueqi Cheng (Chinese Academy of Sciences & University of Chinese Academy of Sciences)
Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis
Qiang Chen (Tencent); Chenliang Li (Wuhan University); Wenjie Li (The Hong Kong Polytechnic University); Yanxiang He (Wuhan University)
A Study of Main-Memory Hash Joins on Many-core Processor: A Case with Intel Knights Landing Architecture
Xuntao Cheng (Nanyang Technological University); Bingsheng He (National University of Singapore); Xiaoli Du (National University of Defense Technology); Chiew Tong Lau (Nanyang Technological University)
Temporal Analog Retrieval using Transformation Dual Hierarchical Structures
Yao Zhang (Fudan University ); Yun Xiong (Fudan University); Xiangnan Kong (Worcester Polytechnic Institute); Yangyong Zhu (Fudan University)
Attributed Network Embedding for Learning in a Dynamic Environment
Jundong Li (Arizona State University); Harsh Dani (Arizona State University); Xia Hu (Texas A&M University); Jiliang Tang (Michigan State University); Yi Chang (Huawei Research America); Huan Liu (Arizona State University)
Dual learning for Cross-domain Image Captioning
Wei Zhao (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Wei Xu (Tencent); Min Yang (Chinese Academy of Sciences & Tencent AI Lab); Jianbo Ye (Pennsylvania State University); Zhou Zhao (Zhejiang University); Yabing Feng (Tencent); Yu Qiao (Chinese Academy of Sciences)
QLever: a Query Engine for Efficient SPARQL+Text Search
Hannah Bast (University of Freiburg); Björn Buchhold (University of Freiburg)
Movie Fill in the Blank with Adaptive Temporal Attention and Description Update
Jie Chen (University of Electronic Science and Technology of China); Jie Shao (University of Electronic Science and Technology of China); Fumin Shen (University of Electronic Science and Technology of China); Chengkun He (University of Electronic Science and Technology of China); Lianli Gao (University of Electronic Science and Technology of China); Heng Tao Shen (University of Electronic Science and Technology of China)
Modeling Affinity based Popularity Dynamics
Minkyoung Kim (Commonwealth Scientific and Industrial Research Organisation (CSIRO) & Stanford University ); Daniel A. McFarland (Stanford University); Jure Leskovec (Stanford University)
DiagTree: Diagnostic Tree for Differential Diagnosis
Yejin Kim (POSTECH); Jingyun Choi (POSTECH); Yosep Chong (St. Mary Hospital); Xiaoqian Jiang (University of California, San Diego ); Hwanjo Yu (POSTECH)
Learning Community Embedding with Community Detection and Node Embedding on Graphs
Sandro Cavallari (Nanyang Technological University); Vincent W. Zheng (Advanced Digital Sciences Center); Hongyun Cai (Advanced Digital Sciences Center); Kevin Chen-Chuan Chang (University of Illinois at Urbana-Champaign); Erik Cambria (Nanyang Technological University)
Neural Attentive Session-based Recommendation
Jing Li (Shandong University); Pengjie Ren (Shandong University); Zhumin Chen (Shandong University); Zhaochun Ren (JD.com); Tao Lian (Shandong University); Jun Ma (Shandong University)
Tracking Knowledge Proficiency of Students with Educational Priors
Yuying Chen (University of Science and Technology of China); Qi Liu (University of Science and Technology of China); Zhenya Huang (University of Science and Technology of China); Le Wu (Hefei University of Technology); Enhong Chen (University of Science and Technology of China); Runze Wu (University of Science and Technology of China); Yu Su (Anhui University); Guoping Hu (iFLYTEK Research)
Probabilistic Skyline on Incomplete Data
Kaiqi Zhang (Harbin Institute of Technology); Hong Gao (Harbin Institute of Technology); Xixian Han (Harbin Institute of Technology); Zhipeng Cai (Georgia State University); Jianzhong Li (Harbin Institute of Technology)
Minimizing Dependence between Graphs
Yu Rong (Chinese University of Hong Kong & Tencent AI Lab); Hong Cheng (Chinese University of Hong Kong)
Emotions in Social Networks: Distributions, Patterns, and Models
Shengmin Jin (Syracuse University); Reza Zafarani (Syracuse University)
A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling
QALink: Enriching Text Documents with Relevant Q&A Site Contents
Yixuan Tang (National University of Singapore); Weilong Huang (National University of Singapore); Qi Liu (National University of Singapore); Anthony K.H. Tung (National University of Singapore); Xiaoli Wang (Xiamen University); Jisong Yang (National University of Singapore); Beibei Zhang (Hong Kong Polytechnic University & National University of Singapore)
Covering the Optimal Time Window over Temporal Database
Bin Cao (Zhejiang University of Technology); Chenyu Hou (Zhejiang University of Technology); Jing Fan (Zhejiang University of Technology)
Dyadic Memory Networks for Aspect-based Sentiment Analysis
Yi Tay (Nanyang Technological University ); Anh Tuan Luu (Agency for Science and Technology Research (A*Star) Singapore ); Siu Cheung Hui (Nanyang Technological University )
Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs
Yi Tay (Nanyang Technological University ); Luu Anh Tuan (Institute for Infocomm Research); Minh C Phan (Nanyang Technological University); Siu Cheung Hui (Nanyang Technological University)
A Fairness-Aware Top-k Algorithm
Meike Zehlike (Technische Universität Berlin); Francesco Bonchi (ISI Foundation); Carlos Castillo (Universitat Pompeu Fabra); Sara Hajian (NTENT); Mohamed Megahed (Technische Universität Berlin); Ricardo Baeza-Yates (Universitat Pompeu Fabra)
Learning Knowledge Embeddings by Combing Limit-based Scoring Loss
Xiaofei Zhou (Institute of Information Engineering, CAS & University of Chinese Academy of Sciences); Qiannan Zhu (Institute of Information Engineering, CAS & University of Chinese Academy of Sciences); Ping Liu (Institute of Information Engineering, CAS & University of Chinese Academy of Sciences); Li Guo (Institute of Information Engineering, CAS & University of Chinese Academy of Sciences)
A Two-step Information Accumulation Strategy for Learning from Highly Imbalanced Data
Bin Liu (Tsinghua University); Min Zhang (Tsinghua University); Weizhi Ma (Tsinghua University); Xin Li (Tsinghua University); Yiqun Liu (Tsinghua University); Shaoping Ma (Tsinghua University)
BayDNN: Friend Recommendation with Bayesian Personalized Ranking Deep Neural Network
Daizong Ding (Fudan University); Mi Zhang (Fudan University); Shao-Yuan Li (Nanjing University); Jie Tang (Tsinghua University); Xiaotie Chen (Fudan University); Zhi-Hua Zhou (Nanjing University)
A Topic Model Based on Poisson Decomposition
Haixin Jiang (University of Chinese Academy of Sciences & Fudan University); Rui Zhou (Swinburne University of Technology); Limeng Zhang (University of Chinese Academy of Sciences & Fudan University); Hua Wang (Victoria University ); Yanchun Zhang (Victoria University & Fudan University)
Learning Visual Features from Snapshots for Web Search
Yixing Fan (University of Chinese Academy of Sciences & CAS Key Lab of Network Data Science and Technology); Jiafeng Guo (CAS Key Lab of Network Data Science and Technology); Yanyan Lan (CAS Key Lab of Network Data Science and Technology); Jun Xu (CAS Key Lab of Network Data Science and Technology); Liang Pang (CAS Key Lab of Network Data Science and Technology); Xueqi Cheng (CAS Key Lab of Network Data Science and Technology)
Capturing Feature-Level Irregularity in Disease Progression Modeling
Kaiping Zheng (National University of Singapore); Wei Wang (National University of Singapore); Jinyang Gao (National University of Singapore); Kee Yuan Ngiam (National University Health System); Beng Chin Ooi (National University of Singapore); Wei Luen James Yip (National University Health System)
Tensor Rank Estimation and Completion via CP-based Nuclear Norm
Qiquan Shi (Hong Kong Baptist University); Haiping Lu (University of Sheffield); Yiu-ming Cheung (Hong Kong Baptist University)
Health Forum Recommendation Using an Interest Aware Topic Model
Kishaloy Halder (National University of Singapore); Min-Yen Kan (National University of Singapore); Kazunari Sugiyama (National University of Singapore)
Length Adaptive Recurrent Model for Text Classification
Zhengjie Huang (Sun Yat-sen University); Zi Ye (Sun Yat-sen University); Shuangyin Li (iPIN); Rong Pan (Sun Yat-sen University)
Coupled Sparse Tensor-Matrix Factorization for Response Time Prediction in Logistics Services
Yuqi Wang (Hong Kong Polytechnic University); Jiannong Cao (Hong Kong Polytechnic University); Lifang He (Shenzhen University); Wengen Li (Hong Kong Polytechnic University); Lichao Sun (University of Illinois at Chicago); Philip S. Yu (University of Illinois at Chicago)
Active Learning for Large-Scale Entity Resolution
Kun Qian (IBM Research - Almaden); Lucian Popa (IBM Research - Almaden); Prithviraj Sen (IBM Research - Almaden)
Fast Algorithm of Pareto Optimal Group-based Skyline
Wenhui Yu (Tsinghua University); Zheng Qin (Tsinghua University); Jinfei Liu (Emory University & Georgia Institute of Technology); Li Xiong (Emory University); Xu Chen (Tsinghua University); Huidi Zhang (Tsinghua University)
Building a Dossier on the Cheap: Integrating Distributed Personal Data Resources Under Cost Constraints
Imrul Chowdhury Anindya (University of Texas at Dallas); Harichandan Roy (University of Texas at Dallas); Murat Kantarcioglu (University of Texas at Dallas); Bradley Malin (Vanderbilt University)
Sequence Modeling With Hierarchical Deep Generative Models With Dual Memory
Yanan Zheng (Tsinghua University); Lijie Wen (Tsinghua University); Jianmin Wang (Tsinghua University); Jun Yan (Microsoft Research Asia); Lei Ji (Microsoft Research Asia); Li Lin (Tsinghua University)
HIN2Vec: Explore Meta-paths in Heterogeneous Information Networks for Representation Learning
Tao-yang Fu (Pennsylvania State University); Wang-Chien Lee (Pennsylvania State University); Zhen Lei (Pennsylvania State University)
Understanding Database Performance Inefficiencies in Real-world Web Applications
Cong Yan (University of Washington); Alvin Cheung (University of Washington); Junwen Yang (University of Chicago); Shan Lu (University of Chicago)
Temporally Like-minded User Community Identification through Neural Embeddings
Hossein Fani (University of New Brunswick & Ryerson University); Ebrahim Bagheri (Ryerson Univestiy & Ryerson University); Weichang Du (University of New Brunswick)
MIKE: Keyphrase Extraction by Integrating Multidimensional Information
Yuxiang Zhang (Civil Aviation University of China); Yaocheng Chang (Civil Aviation University of China); Xiaoqing Liu (Civil Aviation University of China); Sujatha Das Gollapalli (A*STAR); Xiaoli Li (A*STAR); Chunjing Xiao (Civil Aviation University of China)
Keyword Search on RDF Graphs --- A Query Graph Assembly Approach
Shuo Han (Peking University); Lei Zou (Peking University); Jeffery Xu Yu (Chinese University of Hong Kong); Dongyan Zhao (Peking University)
Modeling Menu Bundle Designs of Crowdfunding Projects
Yusan Lin (Pennsylvania State University); Peifeng Yin (IBM Almaden Research); Wang-Chien Lee (Pennsylvania State University)
Learning Edge Representations via Low-Rank Asymmetric Projection
GPU-Accelerated Graph Clustering via Parallel Label Propagation
Yusuke Kozawa (AIST); Toshiyuki Amagasa (University of Tsukuba); Hiroyuki Kitagawa (University of Tsukuba)
Representation Learning of Large-Scale Knowledge Graphs via Entity Feature Combinations
Zhen Tan (National University of Defense Technology); Xiang Zhao (National University of Defense Technology); Wei Wang (University of New South Wales); Fei Cai (National University of Defense Technology); Chong Zhang (National University of Defense Technology)
CNN-IETS: A CNN-based Probabilistic Approach for Information Extraction by Text Segmentation
Meng Hu (Soochow University); Zhixu Li (Soochow University); Yongxin Shen (Soochow University); An Liu (Soochow University); Guanfeng Liu (Soochow University); Jiajie Xu (Soochow University); Kai Zheng (University of Electronic Science and Technology of China); Xiaofang Zhou (University of Queensland & Soochow University)
NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation
Minh C. Phan (Nanyang Technological University); Aixin Sun (Nanyang Technological University); Yi Tay (Nanyang Technological University); Jialong Han (Nanyang Technological University); Chenliang Li (Wuhan University)
Anomaly Detection in Dynamic Networks using Multi-view Time-Series Hypersphere Learning
Xian Teng (University of Pittsburgh); Yu-Ru Lin (University of Pittsburgh); Xidao Wen (University of Pittsburgh)
Modeling Student Learning Styles in MOOCs
Yuling Shi (Wuhan University); Zhiyong Peng (Wuhan University); Hongning Wang (University of Virginia)
Fully Dynamic Algorithm for Top-k Densest Subgraphs
Muhammad Anis Uddin Nasir (Royal Institute of Technology); Aristides Gionis (Aalto University); Gianmarco De Francisci Morales (Qatar Computing Research Institute); Sarunas Girdzijauskas (Royal Institute of Technology)
MGAE: Marginalized Graph Autoencoder for Graph Clustering
Chun Wang (University of Technology Sydney); Shirui Pan (University of Technology Sydney); Sai-Fu Fung (City University of Hong Kong); Celina Ping Yu (Global Business College of Australia); Xingquan Zhu (Florida Atlantic University); Jing Jiang (University of Technology Sydney)
Semi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation
Xin Zheng (Nanyang Technological University & SAP Innovation Center Network Singapore ); Aixin Sun (Nanyang Technological University); Sibo Wang (University of Queensland); Jialong Han (Tencent AI Lab)
Interactive Spatial Keyword Querying with Semantics、
Jiabao Sun (Soochow University); Jiajie Xu (Soochow University); Kai Zheng (University of Electronic Science and Technology of China); Chengfei Liu (Swinbourne University of Technology)
Privacy aware temporal profiling of emails in distributed setup
Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing
Jiyi Li (Kyoto University); Yukino Baba (Kyoto University); Hisashi Kashima (Kyoto University & RIKEN Center for AIP)
Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information
Wonsung Lee (Korea Advanced Institute of Science and Technology); Kyungwoo Song (Korea Advanced Institute of Science and Technology); Il-Chul Moon (Korea Advanced Institute of Science and Technology)
DeepHawkes: Bridging the Gap between Prediction and Understanding of Information Cascades
Qi Cao (Institute of Computing Technology, Chinese Academy of Sciences); Huawei Shen (Institute of Computing Technology, Chinese Academy of Sciences); Keting Cen (Institute of Computing Technology, Chinese Academy of Sciences); Wentao Ouyang (Institute of Computing Technology, Chinese Academy of Sciences); Xueqi Cheng (Institute of Computing Technology, Chinese Academy of Sciences)
BoostVHT: Boosting Distributed Streaming Decision Trees
Theodore Vasiloudis (RISE SICS); Foteini Beligianni (Royal Institute of Technology, KTH); Gianmarco De Francisci Morales (Qatar Computing Research Institute)
From Properties to Links: Deep Network Embedding on Incomplete Graphs
Dejian Yang (Beihang University); Senzhang Wang (Nanjing University of Aeronautics and Astronautics); Chaozhuo Li (Beihang University); Jun Chen (Beihang University ); Xiaoming Zhang (Beihang University ); Zhoujun Li (Beihang University )
Broad Learning based Multi-Source Collaborative Recommendation
Junxing Zhu (National University of Defense Technology); Jiawei Zhang (Florida State University); Lifang He (Shenzhen University); Quanyuan Wu (National University of Defense Technology); Yan Jia (National University of Defense Technology); Bin Zhou (National University of Defense Technology); Chenwei Zhang (University of Illinois at Chicago); Philip S. Yu (University of Illinois at Chicago & Tsinghua University)
Natural Language Question/Answering: Let Users Talk With The Knowledge Graph
Weiguo Zheng (Chinese University of Hong Kong); Hong Cheng (Chinese University of Hong Kong); Lei Zou (Peking University); Jeffrey Xu Yu (Chinese University of Hong Kong); Kangfei Zhao (Chinese University of Hong Kong)
Understanding Engagement through Searching Behaviour
Mengdie Zhuang (University of Sheffield); Gianluca Demartini (University of Queensland & University of Sheffield); Elaine G. Toms (University of Sheffield)
Reply With: Proactive Recommendation of Email Attachments
Christophe Van Gysel (University of Amsterdam); Bhaskar Mitra (Microsoft); Matteo Venanzi (Microsoft); Roy Rosemarin (Microsoft); Grzegorz Kukla (Microsoft); Piotr Grudzien (Microsoft); Nicola Cancedda (Microsoft)
Fast and Accurate Time Series Classification with WEASEL
Patrick Schäfer (Humboldt University of Berlin); Ulf Leser (Humboldt University of Berlin)
Finding periodic discrete events in noisy streams
Abhirup Ghosh (University of Edinburgh); Christopher Lucas (University of Edinburgh); Rik Sarkar (University of Edinburgh)
Construction of a National Scale ENF Map using Online Multimedia Data
Hyunsoo Kim (Korea University); Youngbae Jeon (Korea University); Ji Won Yoon (Korea University)
Active network alignment: a matching-based approach
A Matrix-Vector Recurrent Unit Model for Capturing Compositional Semantics in Phrase Embeddings
Rui Wang (University of Western Australia); Wei Liu (University of Western Australia); Chris McDonald (University of Western Australia)
A Personalised Ranking Framework with Multiple Sampling Criteria for Venue Recommendation
Jarana Manotumruksa (University of Glasgow); Craig Macdonald (University of Glasgow); Iadh Ounis (University of Glasgow)
Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results
Mohamed Ghalwash (IBM T. J. Watson Research Center); Ying Li (IBM T. J. Watson Research Center); Ping Zhang (IBM T. J. Watson Research Center); Jianying Hu (IBM T. J. Watson Research Center)
Outlier Detection in Sparse Data with Factorization Machines
Mengxiao Zhu (Beihang University & Beijing Advanced Innovation Center for Big Data and Brain Computing); Charu C. Aggarwal (IBM T. J. Watson Research Center); Shuai Ma (Beihang University & Beijing Advanced Innovation Center for Big Data and Brain Computing); Hui Zhang (Beihang University & Beijing Advanced Innovation Center for Big Data and Brain Computing); Jinpeng Huai (Beihang University & Beijing Advanced Innovation Center for Big Data and Brain Computing)
Linking News across Multiple Streams for Timeliness Analysis
Ida Mele (Universita' della Svizzera italiana (USI)); Seyed Ali Bahrainian (Universita' della Svizzera italiana (USI)); Fabio Crestani (Universita' della Svizzera italiana (USI))
A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation
Gaurav Singh (University College London); Iain J. Marshall (Kings College London); James Thomas (University College London); John Shawe-Taylor (University College London); Byron C. Wallace (Northeastern University)
Privacy-Preserving collaborative deep learning with application to human activity recognition
Lingjuan Lyu (University of Melbourne); Xuanli He (University of Melbourne); Yee Wei Law (University of South Australia); Marimuthu Palaniswami (University of Melbourne)
To Be Connected, or Not to Be Connected: That is the Minimum Inefficiency Subgraph Problem
Natali Ruchansky (University of Southern California); Francesco Bonchi (ISI Foundation); David Garcia-Soriano (Universidad Pompeu Fabra); Francesco Gullo (UniCredit); Nicolas Kourtellis (Telefonica Research)
Relaxing Graph Pattern Matching With Explanations
Jia Li (Beihang University); Yang Cao (University of Edinburgh & Beihang University); Shuai Ma (Beihang University); Xudong Liu (Beihang University); Jinpeng Huai (Beihang University)
Core Decomposition and Densest Subgraph in Multilayer Networks
Edoardo Galimberti (ISI Foundation & University of Turin); Francesco Bonchi (ISI Foundation); Francesco Gullo (UniCredit)
Selective Value Coupling Learning for Detecting Outliers in High-Dimensional Categorical Data
Guansong Pang (University of Technology Sydney); Hongzuo Xu (National University of Defense Technology); Longbing Cao (University of Technology Sydney); Wentao Zhao (National University of Defense Technology)
iFACT: An Interactive Framework to Assess Claims from Tweets
Wee Yong Lim (National University of Singapore); Mong Li Lee (National University of Singapore); Wynne Hsu (National University of Singapore)
Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data
Xuchao Zhang (Virginia Tech); Liang Zhao (George Mason University); Arnold P. Boedihardjo (U. S. Army Corps of Engineers); Chang-Tien Lu (Virginia Tech); Naren Ramakrishnan (Virginia Tech)
LARM: A Lifetime Aware Regression Model for Predicting YouTube Video Popularity
Changsha Ma (State University of New York at Buffalo); Zhisheng Yan (Georgia State University); Chang Wen Chen (State University of New York at Buffalo)
From Fingerprint to Footprint: Revealing Physical World Privacy Leakage by Cyberspace Cookie Logs
Huandong Wang (Tsinghua University); Chen Gao (Tsinghua University); Yong Li (Tsinghua University); Zhi-Li Zhang (University of Minnesota); Depeng Jin (Tsinghua University)
Unsupervised Feature Selection with Joint Clustering Analysis
Shuai An (Nankai University); Jun Wang (Nankai University); Jinmao Wei (Nankai University); Zhenglu Yang (Nankai University); Jianhua Ruan (University of Texas at San Antonio)
A Comparison of Nuggets and Clusters for Evaluating Timeline Summaries
Gaurav Baruah (University of Waterloo); Richard McCreadie (University of Glasgow); Jimmy Lin (University of Waterloo)
Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra (University College London); Ahmed Hassan Awadallah (Microsoft Research); Milad Shokouhi (Microsoft Inc.); Emine Yilmaz (University College London); Imed Zitouni (Microsoft Inc.); Ahmed El Kholy (Microsoft Inc); Madian Khabsa (Microsoft Reearch)
Budgeted Task Scheduling for Crowdsourced Knowledge Acquisition
Tao Han (Beihang University); Hailong Sun (Beihang University); Yangqiu Song (Hong Kong University of Science and Technology); Zizhe Wang (Beihang University); Xudong Liu (Beihang University)
A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases
Akshay Kansal (Boise State University); Francesca Spezzano (Boise State University)
Highly Efficient Mining of Overlapping Clusters in Signed Weighted Networks
Tuan-Anh Hoang Hoang (Leibniz University of Hanover); Ee-Peng Lim Lim (Singapore Management University)
Interactive Attention-Gated Recurrent Networks for Recommendation
Wenjie Pei (Delft University of Technology); Jie Yang (Delft University of Technology); Zhu Sun (Nanyang Technological University); Jie Zhang (Nanyang Technological University); Alessandro Bozzon (Delft University of Technology); David M.J. Tax (Delft University of Technology)
Region Representation Learning via Mobility Flow
Hongjian Wang (Pennsylvania State University); Zhenhui Li (Pennsylvania State University)
SOPER: Discovering the influence of fashion and the many faces of User from Session logs using Stick Breaking Process
Lucky Dhakad (Flipkart); Mrinal Das (Indian Institute of Technology & University of Massachusetts Amherst); Chiranjib Bhattacharyya (Indian Institute of Science); Samik Datta (Flipkart Internet ); Mihir Kale (Flipkart Internet ); Vivek Mehta (Flipkart Internet )
Nationality Classification using Name Embeddings
Junting Ye (Stony Brook University); Shuchu Han (NEC Labs America); Yifan Hu (Yahoo! Research); Baris Coskun (Amazon AI); Meizhu Liu (Yahoo! Research); Hong Qin (Stony Brook University); Steven Skiena (Stony Brook University)
Building Natural Language Interfaces to Web APIs
Yu Su (University of California Santa Barbara); Ahmed Hassan Awadallah (Microsoft Research); Madian Khabsa (Microsoft Research); Patrick Pantel (Microsoft Research); Michael Gamon (Microsoft Research); Mark Encarnacion (Microsoft Research)
Learning to Attend, Copy, and Generate for Session Based Query Suggestion
Regularized and Retrofitted models for Learning Sentence Representation with Context
Tanay Kumar Saha (Indiana University Purdue University Indianapolis); Shafiq Joty (Nanyang Technological University); Naeemul Hassan (University of Mississippi ); Mohammad Al Hasan (Indiana University Purdue University Indianapolis)
Efficient Computation of Subspace Skyline over Categorical Domains
Md Farhadur Rahman (University of Texas at Arlington); Abolfazl Asudeh (University of Texas at Arlington); Nick Koudas (University of Toronto); Gautam Das (University of Texas at Arlington)
Minimizing tension in teams
Behzad Golshan (Recruit Institute of Technology & Boston University); Evimaria Terzi (Boston University)
Discovering Temporal Graph Association Rules
Mohammad Hossein Namaki (Washington State University); Yinghui Wu (Washington State University & Pacific Northwest National Laboratory); Qi Song (Washington State University); Peng Lin (Washington State University); Tingjian Ge (University of Massachusetts)
Active Sampling for Large-scale Information Retrieval Evaluation
Dan Li (University of Amsterdam); Evangelos Kanoulas (University of Amsterdam)
Efficient Document Filtering Using Vector Space Topic Expansion and Pattern-Mining: The Case of Event Detection in Microposts
Forecasting Ad-Impressions on Online Retail Websites using Non-homogeneous Hawkes Processes
Krunal Parmar (Indian Institute of Technology); Samuel Bushi (Indian Institute of Technology); Sourangshu Bhattacharya (Indian Institute of Technology); Surender Kumar (Flipkart)
Shenghua Liu (Institute of Computing Technology, Chinese Academy of Sciences & Carnegie Mellon University); Bryan Hooi (Carnegie Mellon University); Christos Faloutsos (Carnegie Mellon University)
Understanding and Predicting Weight Loss with Mobile Social Networking Data
Zhiwei Wang (Michigan State University); Tyler Derr (Michigan State University); Dawei Yin (JD.com); Jiliang Tang (Michigan State University)
Weakly-Guided User Stance Prediction via Joint Modeling of Content and Social Interaction
Rui Dong (Northeastern University); Yizhou Sun (University of California, Los Angeles); Lu Wang (Northeastern University); Yupeng Gu (University of California, Los Angeles); Yuan Zhong (Northeastern University)
An Attention-based Collaboration Framework for Multi-View Network Representation Learning
Meng Qu (University of Illinois at Urbana-Champaign); Jian Tang (HEC Montreal & Montreal Institute of Learning Algorithms); Jingbo Shang (University of Illinois at Urbana-Champaign); Xiang Ren (University of Illinois at Urbana-Champaign); Ming Zhang (Peking University); Jiawei Han (University of Illinois at Urbana-Champaign)
Fine-grained Patient Similarity Measuring using Deep Metric Learning
Jiazhi Ni (Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jie Liu (Institute of Software, Chinese Academy of Sciences); Chenxin Zhang (Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences); Dan Ye (Institute of Software, Chinese Academy of Sciences); Zhirou Ma (Institute of Software, Chinese Academy of Sciences)
Unsupervised Concept Categorization and Extraction from Scientific Document Titles
Adit Krishnan (University of Illinois at Urbana-Champaign); Aravind Sankar (University of Illinois at Urbana-Champaign); Shi Zhi (University of Illinois at Urbana-Champaign); Jiawei Han (University of Illinois at Urbana-Champaign)
Modeling Temporal-Spatial Correlation for Crime Prediction
Xiangyu Zhao (Michigan State University); Dawei Yin (JD.com); Jiliang Tang (Michigan State University)
Returning is Believing: Optimizing Long-term User Engagement in Recommender Systems
Qingyun Wu (University of Virginia); Hongning Wang (University of Virginia); Liangjie Hong (Etsy Inc.); Yue Shi (Yahoo Research)
BL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusion
Jiawei Zhang (Florida State University); Limeng Cui (University of Chinese Academy of Sciences); Philip S. Yu (University of Illinois at Chicago); Yuanhua Lv (Microsoft); Yanjie Fu (University of Missouri at Rolla)
Detecting Multiple Periods and Periodic Patterns in Event Time Sequences
Quan Yuan (University of Illinois at Urbana-Champaign); Jingbo Shang (University of Illinois at Urbana-Champaign); Xin Cao (University of New South Wales); Chao Zhang (University of Illinois at Urbana-Champaign); Xinhe Geng (University of Illinois at Urbana-Champaign); Jiawei Han (University of Illinois at Urbana-Champaign)
Fast Word Recognition for Noise channel-based Models in Scenarios with Noise Specific Domain Knowledge
Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks
Chenguang Wang (IBM Research-Almaden); Yangqiu Song (Hong Kong University of Science and Technology); Haoran Li (Peking University); Yizhou Sun (University of California, Los Angeles); Ming Zhang (Peking University); Jiawei Han (University of Illinois at Urbana-Champaign)
Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing
Chao Li (University of Queensland); Yang Yang (University of Electronic Science and Technology of China); Jiewei Cao (University of Queensland); Zi Huang (University of Queensland)
Deep-Learning Based Forecasting of Critical Infrastructure Data
Zahra Zohrevand (Simon Fraser University); Uwe Glässer (Simon Fraser University); Mohammad A. Tayebi (Simon Fraser University); Hamed Yaghoubi Shahir (Simon Fraser University); Mehdi Shirmaleki (Simon Fraser University); Amir Yaghoubi Shahir (Simon Fraser University)
Similarity-based Distant Supervision for Definition Sentence Retrieval
Jiepu Jiang (University of Massachusetts Amherst); James Allan (University of Massachusetts Amherst)
Adaptive Persistence for Search Effectiveness Measures
Jiepu Jiang (University of Massachusetts Amherst); James Allan (University of Massachusetts Amherst)
Recommendation with Capacity Constraints
Konstantina Christakopoulou (University of Minnesota); Jaya Kawale (Netflix); Arindam Banerjee (University of Minnesota)
Does That Mean You're Happy?
Kyle Williams (Microsoft); Imed Zitouni (Microsoft)
A Deep Recurrent Collaborative Filtering Framework for Venue Recommendation
Jarana Manotumruksa (University of Glasgow); Craig Macdonald (University of Glasgow); Iadh Ounis (University of Glasgow)
Aspect-level Sentiment Classification with HEAT (Hierarchical Attention) Network
Jiajun Cheng (National University of Defense Technology); Shenglin Zhao (Chinese University of Hong Kong); Jiani Zhang (Chinese University of Hong Kong); Irwin King (Chinese University of Hong Kong); Xin Zhang (National University of Defense Technology); Hui Wang (National University of Defense Technology)
Scaling Probabilistic Temporal Query Evaluation
Melisachew Wudage Chekol (University of Mannheim); Heiner Stuckenschmidt (University of Mannheim)
Sybil Defense in Crowdsourcing Platforms
Dong Yuan (Tsinghua University); Guoliang Li (Tsinghua University); Qi Li (Tsinghua University); Yudian Zheng (University of Hong Kong)
Learning to Un-Rank: Quantifying Search Exposure for Users in Online Communities
Asia J. Biega (Max Planck Institute for Informatics); Azin Ghazimatin (Max Planck Institute for Informatics); Hakan Ferhatosmanoglu (University of Warwick); Krishna P. Gummadi (Max Planck Institute for Software Systems); Gerhard Weikum (Max Planck Institute for Informatics)