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• Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks

  Yu Chen, Sinno Jialin Pan

  4001-4009

  2021-05-18

• Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems

  Zhengyu Chen, Ziqing Xu, Donglin Wang

  4010-4018

  2021-05-18

• PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding

  Zhu-Mu Chen, Mi-Yen Yeh, Tei-Wei Kuo

  4019-4026

  2021-05-18

• Graph Neural Network-Based Anomaly Detection in Multivariate Time Series

  Ailin Deng, Bryan Hooi

  4027-4035

  2021-05-18

• A Hybrid Bandit Framework for Diversified Recommendation

  Qinxu Ding, Yong Liu, Chunyan Miao, Fei Cheng, Haihong Tang

  4036-4044

  2021-05-18

• Estimating the Number of Induced Subgraphs from Incomplete Data and Neighborhood Queries

  Dimitris Fotakis, Thanasis Pittas, Stratis Skoulakis

  4045-4053

  2021-05-18

• Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs

  Tony Gracious, Shubham Gupta, Arun Kanthali, Rui M. Castro, Ambedkar Dukkipati

  4054-4062

  2021-05-18

• Exploiting Behavioral Consistence for Universal User Representation

  Jie Gu, Feng Wang, Qinghui Sun, Zhiquan Ye, Xiaoxiao Xu, Jingmin Chen, Jun Zhang

  4063-4071

  2021-05-18

• NeuralAC: Learning Cooperation and Competition Effects for Match Outcome Prediction

  Yin Gu, Qi Liu, Kai Zhang, Zhenya Huang, Runze Wu, Jianrong Tao

  4072-4080

  2021-05-18

• Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks

  Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou

  4081-4089

  2021-05-18

• GAN Ensemble for Anomaly Detection

  Xu Han, Xiaohui Chen, Li-Ping Liu

  4090-4097

  2021-05-18

• Complete Closed Time Intervals-Related Patterns Mining

  Omer David Harel, Robert Moskovitch

  4098-4105

  2021-05-18

• Online Learning in Variable Feature Spaces under Incomplete Supervision

  Yi He, Xu Yuan, Sheng Chen, Xindong Wu

  4106-4114

  2021-05-18

• Knowledge-aware Coupled Graph Neural Network for Social Recommendation

  Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye

  4115-4122

  2021-05-18

• Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation

  Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang

  4123-4130

  2021-05-18

• Anomaly Attribution with Likelihood Compensation

  Tsuyoshi Idé, Amit Dhurandhar, Jiří Navrátil, Moninder Singh, Naoki Abe

  4131-4138

  2021-05-18

• LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection

  Kai Jiang, Weiying Xie, Jie Lei, Tao Jiang, Yunsong Li

  4139-4146

  2021-05-18

• On Estimating Recommendation Evaluation Metrics under Sampling

  Ruoming Jin, Dong Li, Benjamin Mudrak, Jing Gao, Zhi Liu

  4147-4154

  2021-05-18

• Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property Theft

  Snow Kang, Cristian Molinaro, Andrea Pugliese, V. S. Subrahmanian

  4155-4163

  2021-05-18

• PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation

  Minseok Kim, Hwanjun Song, Doyoung Kim, Kijung Shin, Jae-Gil Lee

  4164-4171

  2021-05-18

• Disposable Linear Bandits for Online Recommendations

  Melda Korkut, Andrew Li

  4172-4180

  2021-05-18

• Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback

  Li-Yen Kuo, Ming-Syan Chen

  4181-4188

  2021-05-18

• Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting

  Mengzhang Li, Zhanxing Zhu

  4189-4196

  2021-05-18

• Rejection Sampling for Weighted Jaccard Similarity Revisited

  Xiaoyun Li, Ping Li

  4197-4205

  2021-05-18

• GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks

  Yi Li, Yilun Jin, Guojie Song, Zihao Zhu, Chuan Shi, Yiming Wang

  4206-4214

  2021-05-18