| 2021 | Combining Ranking and Point-wise Losses for Training Deep Survival Analysis Models. | Lu Wang, Yan Li, Mark H. Chignell |
| 2021 | Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches. | Wei-Yao Wang, Teng-Fong Chan, Hui-Kuo Yang, Chih-Chuan Wang, Yao-Chung Fan, Wen-Chih Peng |
| 2021 | Summarizing User-Item Matrix By Group Utility Maximization. | Yongjie Wang, Ke Wang, Cheng Long, Chunyan Miao |
| 2021 | Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning. | Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu |
| 2021 | Dynamic Attributed Graph Prediction with Conditional Normalizing Flows. | Daheng Wang, Tong Zhao, Nitesh V. Chawla, Meng Jiang |
| 2021 | HyperTeNet: Hypergraph and Transformer-based Neural Network for Personalized List Continuation. | M. Vijaikumar, Deepesh V. Hada, Shirish K. Shevade |
| 2021 | USTEP: Unfixed Search Tree for Efficient Log Parsing. | Arthur Vervaet, Raja Chiky, Mar Callau-Zori |
| 2021 | Precise Bayes Classifier: Summary of Results. | Amin Vahedian, Xun Zhou |
| 2021 | Detecting adversaries in Crowdsourcing. | Panagiotis A. Traganitis, Georgios B. Giannakis |
| 2021 | CASPITA: Mining Statistically Significant Paths in Time Series Data from an Unknown Network. | Andrea Tonon, Fabio Vandin |
| 2021 | DhakaNet: Unstructured Vehicle Detection using Limited Computational Resources. | Tarik Reza Toha, Masfiqur Rahaman, Saiful Islam Salim, Mainul Hossain, Arif Mohaimin Sadri, A. B. M. Alim Al Islam |
| 2021 | DCF: An Efficient and Robust Density-Based Clustering Method. | Joshua Tobin, Mimi Zhang |
| 2021 | Isolation Kernel Density Estimation. | Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Hang Zhang |
| 2021 | Streaming Dynamic Graph Neural Networks for Continuous-Time Temporal Graph Modeling. | Sheng Tian, Tao Xiong, Leilei Shi |
| 2021 | Fast computation of distance-generalized cores using sampling. | Nikolaj Tatti |
| 2021 | PSANet - subspace attention for personalized compatibility. | Meet Taraviya, Anurag Beniwal, Yen-Liang Lin, Larry Davis |
| 2021 | Ultra fast warping window optimization for Dynamic Time Warping. | Chang Wei Tan, Matthieu Herrmann, Geoffrey I. Webb |
| 2021 | A Robust Algorithm to Unifying Offline Causal Inference and Online Multi-armed Bandit Learning. | Qiao Tang, Hong Xie |
| 2021 | Pest-YOLO: Deep Image Mining and Multi-Feature Fusion for Real-Time Agriculture Pest Detection. | Zhe Tang, Zhengyun Chen, Fang Qi, Lingyan Zhang, Shuhong Chen |
| 2021 | Learning Dynamic User Interactions for Online Forum Commenting Prediction. | Wu-Jiu Sun, Xiao Fan Liu, Fei Shen |
| 2021 | Attention-based Feature Interaction for Efficient Online Knowledge Distillation. | Tongtong Su, Qiyu Liang, Jinsong Zhang, Zhaoyang Yu, Gang Wang, Xiaoguang Liu |
| 2021 | Multimodal N-best List Rescoring with Weakly Supervised Pre-training in Hybrid Speech Recognition. | Yuanfeng Song, Xiaoling Huang, Xuefang Zhao, Di Jiang, Raymond Chi-Wing Wong |
| 2021 | Compressibility of Distributed Document Representations. | Blaz Skrlj, Matej Petkovic |
| 2021 | PARWiS: Winner determination from Active Pairwise Comparisons under a Shoestring Budget. | Dev Yashpal Sheth, Arun Rajkumar |
| 2021 | T | Mandar Sharma, John S. Brownstein, Naren Ramakrishnan |