Automatic Speaker Recognition with Limited Data.
Ruirui Li (Univ. of California, Los Angeles, USA); Jyun-Yu Jiang (Univ. of California, Los Angeles, USA); Jiahao Liu (Tongji Univ., China); Chu-Cheng Hsieh (Amazon, USA); Wei Wang (Univ. of California, Los Angeles, USA)
Incremental Filter Pruning via Random Walk for Accelerating Deep Convolutional Neural Networks.
Qinghua Li (Information School, Renmin Univ. of China, China); Cuiping Li (Information School, Renmin Univ. of China, China); Hong Chen (Information School, Renmin Univ. of China, China)
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection.
Shumin Deng (Zhejiang Univ., China); Ningyu Zhang (Alibaba Group, China); Jiaojian Kang (Zhejiang Univ., China); Yichi Zhang (Alibaba Group, China); Wei Zhang (Alibaba Group, China); Huajun Chen (Zhejiang Univ., China)
Parameter Tuning in Personal Search Systems.
Suming J. Chen (Google, Mountain View, USA); Xuanhui Wang (Google, Mountain View, USA); Zhen Qin (Google, Mountain View, USA); Donald Metzler (Google, Mountain View, USA)
Modeling Information Cascades with Self-exciting Processes via Generalized Epidemic Models.
Quyu Kong (The Australian National Univ., Australia); Marian-Andrei Rizoiu (Univ. of Technology, Sydney, Australia); Lexing Xie (The Australian National Univ., Australia)
Jointly Optimized Neural Coreference Resolution with Mutual Attention.
Jie Ma (Xi'an Jiaotong Univ., China); Jun Liu (Xi'an Jiaotong Univ., China); Yufei Li (Xi'an Jiaotong Univ., China); Xin Hu (Xi'an Jiaotong Univ., China); Yudai Pan (Xi'an Jiaotong Univ., China); Shen Sun (Xi'an Jiaotong Univ., China); Qika Lin (Xi'an Jiaotong Univ., China)
Initialization for Network Embedding: A Graph Partition Approach.
Wenqing Lin (Tencent, China); Feng He (Tencent, China); Faqiang Zhang (Tencent, China); Xu Cheng (Tencent, China); Hongyun Cai (Tencent, China)
AutoBlock: A Hands-off Blocking Framework for Entity Matching.
Wei Zhang (Univ. of Wisconsin-Madison, USA); Hao Wei (Amazon Inc., USA); Bunyamin Sisman (Amazon Inc., USA); Xin Luna Dong (Amazon Inc., USA); Christos Faloutsos (Carnegie Mellon Univ., USA); David Page (Duke Univ., USA)
Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling.
Jiarui Qin (Shanghai Jiao Tong Univ., China); Kan Ren (Microsoft, China); Yuchen Fang (Shanghai Jiao Tong Univ., China); Weinan Zhang (Shanghai Jiao Tong Univ., China); Yong Yu (Shanghai Jiao Tong Univ., China)
A Stochastic Treatment of Learning to Rank Scoring Functions.
Sebastian Bruch (Google, USA); Shuguang Han (Google, USA); Michael Bendersky (Google, USA); Marc Najork (Google, USA)
Can A User Guess What Her Followers Want?.
Abir De (MPI-SWS, Germany); Adish Singla (MPI-SWS, Germany); Utkarsh Upadhyay (MPI-SWS, Germany); Manuel Gomez Rodriguez (MPI for Software Systems, Germany)
Balanced Influence Maximization in Attributed Social Network Based on Sampling.
Mingkai Lin (State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China); Wenzhong Li (State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China); Sanglu Lu (State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China)
Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation.
Nengjun Zhu (Shanghai Jiao Tong Univ., China); Jian Cao (Shanghai Jiao Tong Univ., China); Yanchi Liu (Rutgers Univ., USA); Yang Yang (Nanjing Univ., China); Haochao Ying (Zhejiang Univ., China); Hui Xiong (Rutgers Univ., USA)
Sampling Subgraphs with Guaranteed Treewidth for Accurate and Efficient Graphical Inference.
Jaemin Yoo (Seoul National Univ., Republic of Korea); U Kang (Seoul National Univ., Republic of Korea); Mauro Scanagatta (Fondazione Bruno Kessler, Italy); Giorgio Corani (IDSIA (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale), Switzerland); Marco Zaffalon (IDSIA (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale), Switzerland)
Recurrent Memory Reasoning Network for Expert Finding in Community Question Answering.
Jinlan Fu (Fudan Univ., China); Yi Li (Fudan Univ., China); Qi Zhang (Fudan Univ., China); Qinzhuo Wu (Fudan Univ., China); Renfeng Ma (Fudan Univ., China); Xuanjing Huang (Fudan Univ., China); Yu-Gang Jiang (Fudan Univ., China)
MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph.
Xin Mao (East China Normal Univ.); Wenting Wang (Alibaba Group); Huimin Xu (East China Normal Univ.); Man Lan (East China Normal Univ., China); Yuanbin Wu (East China Normal Univ., China)
Listwise Learning to Rank by Exploring Unique Ratings.
Xiaofeng Zhu (Northwestern Univ., USA); Diego Klabjan (Northwestern Univ., USA)
Learning a Joint Search and Recommendation Model from User-Item Interactions.
Hamed Zamani (Univ. of Massachusetts Amherst, USA); Bruce Croft (Univ. of Massachusetts Amherst, USA)
Retrieving Top Weighted Triangles in Graphs.
Raunak Kumar (Cornell Univ., USA); Paul Liu (Stanford Univ., USA); Moses Charikar (Stanford Univ., USA); Austin R. Benson (Cornell Univ., USA)
Label Distribution Augmented Maximum Likelihood Estimation for Reading Comprehension.
Lixin Su (Institute of Computing Technology (ICT) Chinese Academy of Sciences (CAS), China); Jiafeng Guo (Institute of Computing Technology (ICT) Chinese Academy of Sciences (CAS), China); Yixing Fan (Institute of Computing Technology (ICT) Chinese Academy of Sciences (CAS), China); Yanyan Lan (Institute of Computing Technology (ICT) Chinese Academy of Sciences (CAS), China); Xueqi Cheng (Institute of Computing Technology (ICT) Chinese Academy of Sciences (CAS), China)
Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style Classification.
Qianwen Ma (Institute of Information Engineering, Chinese Academy of Sciences; Univ. of Chinese Academy of Sciences, China); Chunyuan Yuan (Institute of Information Engineering, Chinese Academy of Sciences; Univ. of Chinese Academy of Sciences, China); Wei Zhou (Institute of Information Engineering, Chinese Academy of Sciences); Jizhong Han (Institute of Information Engineering, Chinese Academy of Sciences); Songlin Hu (Institute of Information Engineering, Chinese Academy of Sciences)
Recurrent Attention Walk for Semi-supervised Classification.
Uchenna Akujuobi (King Abdullah Univ. of Science & Technology, Saudi Arabia); Qiannan Zhang (King Abdullah Univ. of Science & Technology, Saudi Arabia); Yufei Han (Symantec, France); Xiangliang Zhang (King Abdullah Univ. of Science & Technology, Saudi Arabia)
Crowd Worker Strategies in Relevance Judgment Tasks.
Lei Han (The Univ. of Queensland, Australia); Eddy Maddalena (Univ. of Southampton, United Kingdom); Alessandro Checco (The Univ. of Sheffield, United Kingdom); Cristina Sarasua (Univ. of Zurich, Switzerland); Ujwal Gadiraju (L3S Research Center, Germany); Kevin Roitero (Univ. of Udine, Italy); Gianluca Demartini (The Univ. of Queensland, Australia)
Joint Recognition of Names and Publications in Academic Homepages.
Yimeng Dai (The Univ. of Melbounre, Australia); Jianzhong Qi (The Univ. of Melbourne, Australia); Rui Zhang (The Univ. of Melbourne, Australia)
GREASE: A Generative Model for Relevance Search over Knowledge Graphs.
Tianshuo Zhou (Nanjing Univ., China); Ziyang Li (Nanjing Univ., China); Gong Cheng (Nanjing Univ., China); Jun Wang (Univ. College London, United Kingdom); Yu'Ang Wei (Nanjing Univ., China)
Outlier Resistant Unsupervised Deep Architectures for Attributed Network Embedding.
Sambaran Bandyopadhyay (IBM Research); Lokesh Nagalapatti (IBM, India); Saley Vishal Vivek (Indian Institute of Science, Bangalore, India); Narasimha Murty Musti (Indian Institute of Science, India)
All You Need is Low (Rank): Defending Against Adversarial Attacks on Graphs.
Negin Entezari (Univ. of California, Riverside, USA); Saba Al-Sayouri (State Univ. of New York at Binghamton, USA); Amirali Darvishzadeh (Univ. of California Riverside, USA); Evangelos Papalexakis (Univ. of California Riverside, USA)
Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System.
Ze Yang (STCA NLP Group, Microsoft, China); Linjun Shou (STCA NLP Group, Microsoft, China); Ming Gong (STCA NLP Group, Microsoft, China); Wutao Lin (STCA NLP Group, Microsoft, China); Daxin Jiang (STCA NLP Group, Microsoft, China)
Text Recognition Using Anonymous CAPTCHA Answers.
Alexander Shishkin (Yandex, Russian Federation); Anastasia Bezzubtseva (Yandex, Russian Federation); Valentina Fedorova (Yandex, Russian Federation); Alexey Drutsa (Yandex, Russian Federation); Gleb Gusev (Sberbank, Russian Federation)
Ad Close Mitigation for Improved User Experience in Native Advertisements.
Natalia Silberstein (Yahoo Research, Israel); Oren Somekh (Yahoo Research, Israel); Yair Koren (Yahoo Research, Israel); Michal Aharon (Yahoo Research, Israel); Dror Porat (Verizon Media Native Ad Platform, Israel); Avi Shahar (Verizon Media Native Ad Platform, Israel); Tingyi Wu (Verizon Media Native Ad Platform, USA)
Improving the Estimation of Tail Ratings in Recommender System with Multi-Latent Representations.
Xing Zhao (Texas A&M Univ., USA); Ziwei Zhu (Texas A&M Univ., USA); Yin Zhang (Texas A&M Univ., USA); James Caverlee (Texas A&M Univ., USA)
Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction.
Aravind Sankar (Univ. of Illinois at Urbana-Champaign, USA); Xinyang Zhang (Univ. of Illinois at Urbana-Champaign, USA); Adit Krishnan (Univ. of Illinois at Urbana-Champaign, India); Jiawei Han (Univ. of Illinois at Urbana-Champaign, USA)
Analyzing the Impact of Filter Bubbles on Social Network Polarization.
Uthsav Chitra (Princeton Univ., USA); Christopher Musco (New York Univ., USA)
Key Opinion Leaders in Recommendation Systems: Opinion Elicitation and Diffusion.
Jianling Wang (Texas A&M Univ., USA); Kaize Ding (Arizona State Univ., USA); Ziwei Zhu (Texas A&M Univ., USA); Yin Zhang (Texas A&M Univ., USA); James Caverlee (Texas A&M Univ., USA)
Knowledge-aware Complementary Product Representation Learning.
Da Xu (Walmart Labs, USA); Chuanwei Ruan (Walmart Labs, USA); Evren Korpeoglu (Walmart Labs, USA); Sushant Kumar (Walmart Labs, USA); Jason Cho (Walmart Labs, USA); Kannan Achan (Walmart Labs, USA)
Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations.
Oluwaseyi Feyisetan (Amazon, USA); Borja Balle (Amazon, United Kingdom); Tom Diethe (Amazon, United Kingdom); Thomas Drake (Amazon, USA)
JNET: Learning User Representations via Joint Network Embedding and Topic Embedding.
Lin Gong (Univ. of Virginia, USA); Lu Lin (Univ. of Virginia, USA); Weihao Song (Univ. of Virginia, USA); Hongning Wang (Univ. of Virginia, USA)
Efficiently Counting Vertex Orbits of All 5-vertex Subgraphs, by EVOKE.
Noujan Pashanasangi (Univ. of California, Santa Cruz, USA); C. Seshadhri (Univ. of California, Santa Cruz, USA)
ADMM SLIM: Sparse Recommendations for Many Users.
Harald Steck (Netflix, USA); Maria Dimakopoulou (Netflix, USA); Nickolai Riabov (Netflix, USA); Tony Jebara (Spotify & Columbia Univ., USA)
Separate and Attend in Personal Email Search.
Yu Meng (Univ. of Illinois at Urbana-Champaign, USA); Maryam Karimzadehgan (Google, USA); Honglei Zhuang (Google, USA); Donald Metzler (Google, USA)
Consistency-Aware Recommendation for User-Generated Item List Continuation.
Yun He (Texas A&M Univ., USA); Yin Zhang (Texas A&M Univ., USA); Weiwen Liu (The Chinese Univ. of Hong Kong, China); James Caverlee (Texas A&M Univ., USA)
Nearly Linear Time Algorithm for Mean Hitting Times of Random Walks on a Graph.
Zuobai Zhang (Fudan Univ., China); Wanyue Xu (Fudan Univ., China); Zhongzhi Zhang (Fudan Univ., China)
Influence Maximization with Spontaneous User Adoption.
Lichao Sun (Univ. of Illinois at Chicago, USA); Albert Chen (LinkedIn, USA); Philip Yu (Univ. of Illinois at Chicago, USA); Wei Chen (Microsoft, China)
Deep Multi-Graph Clustering via Attentive Cross-Graph Association.
Dongsheng Luo (Pennsylvania State Univ., USA); Jingchao Ni (NEC Laboratories America, USA); Suhang Wang (Pennsylvania State Univ., USA); Yuchen Bian (Baidu Research, USA); Xiong Yu (Case Western Reserve Univ., USA); Xiang Zhang (Pennsylvania State Univ., USA)
A Context-Aware Click Model for Web Search.
Jia Chen (Tsinghua Univ., China); Jiaxin Mao (Tsinghua Univ., China); Yiqun Liu (Tsinghua Univ., China); Min Zhang (Tsinghua Univ., China); Shaoping Ma (Tsinghua Univ., China)