| 2020 | Deep Self-representative Concept Factorization Network for Representation Learning. | Yan Zhang, Zhao Zhang, Zheng Zhang, Mingbo Zhao, Li Zhang, Zhengjun Zha, Meng Wang |
| 2020 | What Do Questions Exactly Ask? MFAE: Duplicate Question Identification with Multi-Fusion Asking Emphasis. | Rong Zhang, Qifei Zhou, Bo Wu, Weiping Li, Tong Mo |
| 2020 | Fisher Deep Domain Adaptation. | Yinghua Zhang, Yu Zhang, Ying Wei, Kun Bai, Yangqiu Song, Qiang Yang |
| 2020 | A Graph-Based Approach for Active Learning in Regression. | Hongjing Zhang, S. S. Ravi, Ian Davidson |
| 2020 | Stacked Mixed-Order Graph Convolutional Networks for Collaborative Filtering. | Hengrui Zhang, Julian J. McAuley |
| 2020 | Maximizing diversity over clustered data. | Guangyi Zhang, Aristides Gionis |
| 2020 | Semantic Discord: Finding Unusual Local Patterns for Time Series. | Li Zhang, Yifeng Gao, Jessica Lin |
| 2020 | DANR: Discrepancy-aware Network Regularization. | Hongyuan You, Furkan Kocayusufoglu, Ambuj K. Singh |
| 2020 | Heterogeneous Dual-Task Clustering with Visual-Textual Information. | Xiaoqiang Yan, Yiqiao Mao, Shizhe Hu, Yangdong Ye |
| 2020 | Deep Neural Networks with Knowledge Instillation. | Fan Yang, Ninghao Liu, Mengnan Du, Kaixiong Zhou, Shuiwang Ji, Xia Hu |
| 2020 | Identifying Potential Investors with Data Driven Approaches. | Bo Yang, Kejun Huang, Nicholas D. Sidiropoulos |
| 2020 | LTSpAUC: Learning Time-series Shapelets for Optimizing Partial AUC. | Akihiro Yamaguchi, Shigeru Maya, Kohei Maruchi, Ken Ueno |
| 2020 | Second-order Optimization for Non-convex Machine Learning: an Empirical Study. | Peng Xu, Fred Roosta, Michael W. Mahoney |
| 2020 | Vertex-reinforced Random Walk for Network Embedding. | Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song |
| 2020 | Deep Kernel Learning for Clustering. | Chieh Wu, Zulqarnain Khan, Stratis Ioannidis, Jennifer G. Dy |
| 2020 | Convolutional Methods for Predictive Modeling of Geospatial Data. | Tyler Wilson, Pang-Ning Tan, Lifeng Luo |
| 2020 | Global-and-Local Aware Data Generation for the Class Imbalance Problem. | Wentao Wang, Suhang Wang, Wenqi Fan, Zitao Liu, Jiliang Tang |
| 2020 | "Now you see it, now you don't!" Detecting Suspicious Pattern Absences in Continuous Time Series. | Vincent Vercruyssen, Wannes Meert, Jesse Davis |
| 2020 | Attention-Aware Answers of the Crowd. | Jingzheng Tu, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang |
| 2020 | Untitled record | Yorgos Tsitsikas, Evangelos E. Papalexakis |
| 2020 | Pattern detection in large temporal graphs using algebraic fingerprints. | Suhas Thejaswi, Aristides Gionis |
| 2020 | Detecting Media Self-Censorship without Explicit Training Data. | Rongrong Tao, Baojian Zhou, Feng Chen, David Mares, Patrick Butler, Naren Ramakrishnan, Ryan Kennedy |
| 2020 | Harmonic Alignment. | Jay S. Stanley III, Scott Gigante, Guy Wolf, Smita Krishnaswamy |
| 2020 | Two-Sample Testing for Event Impacts in Time Series. | Erik Scharwchter, Emmanuel Mller |
| 2020 | Cost-Effective and Stable Policy Optimization Algorithm for Uplift Modeling with Multiple Treatments. | Yuta Saito, Hayato Sakata, Kazuhide Nakata |