| 2021 | Generalizing Message Passing Neural Networks to Heterophily Using Position Information. | Wenzheng Zhang, Jie Liu, Liting Liu |
| 2021 | A Network Embedding Based Approach to Drug-Target Interaction Prediction Using Additional Implicit Networks. | Han Zhang, Chengbin Hou, David W. McDonald, Shan He |
| 2021 | On Mode Collapse in Generative Adversarial Networks. | Kaifeng Zhang |
| 2021 | Adaptive Correlation Filters Feature Fusion Learning for Visual Tracking. | Hongtao Yu, Pengfei Zhu |
| 2021 | A Scoring Model Assisted by Frequency for Multi-Document Summarization. | Yue Yu, Mutong Wu, Weifeng Su, Yiu-ming Cheung |
| 2021 | JointPose: Jointly Optimizing Evolutionary Data Augmentation and Prediction Neural Network for 3D Human Pose Estimation. | Zhiwei Yuan, Songlin Du |
| 2021 | AMVAE: Asymmetric Multimodal Variational Autoencoder for Multi-view Representation. | Wen Youpeng, Hongxiang Lin, Guo Yiju, Zhao Liang |
| 2021 | Semi-Hard Margin Support Vector Machines for Personal Authentication with an Aerial Signature Motion. | Takeshi Yoshida, Takuya Kitamura |
| 2021 | LocalNorm: Robust Image Classification Through Dynamically Regularized Normalization. | Bojian Yin, H. Steven Scholte, Sander M. Boht |
| 2021 | FMSNet: Underwater Image Restoration by Learning from a Synthesized Dataset. | Xiangyu Yin, Xiaohong Liu, Huan Liu |
| 2021 | Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network. | Yongchao Ye, Shiyao Zhang, James J. Q. Yu |
| 2021 | Graph Enhanced BERT for Stance-Aware Rumor Verification on Social Media. | Kai Ye, Yangheran Piao, Kun Zhao, Xiaohui Cui |
| 2021 | Channel Capacity of Neural Networks. | Gen Ye, Tong Lin |
| 2021 | Deep Reinforcement Learning for Job Scheduling on Cluster. | Zhenjie Yao, Lan Chen, He Zhang |
| 2021 | Improved Occluded Person Re-Identification with Multi-feature Fusion. | Jing Yang, Canlong Zhang, Zhixin Li, Yanping Tang |
| 2021 | Uncertainty Quantification and Estimation in Medical Image Classification. | Sidi Yang, Thomas Fevens |
| 2021 | Depth Mapping Hybrid Deep Learning Method for Optic Disc and Cup Segmentation on Stereoscopic Ocular Fundus. | Gang Yang, Yunfeng Du, Yanni Wang, Donghong Li, Dayong Ding, Jingyuan Yang, Gangwei Cheng |
| 2021 | Mixup Gamblers: Learning to Abstain with Auto-Calibrated Reward for Mixed Samples. | Takumi Yamaguchi, Masahiro Murakawa |
| 2021 | HawkEye: Cross-Platform Malware Detection with Representation Learning on Graphs. | Peng Xu, Youyi Zhang, Claudia Eckert, Apostolis Zarras |
| 2021 | Falcon: Malware Detection and Categorization with Network Traffic Images. | Peng Xu, Claudia Eckert, Apostolis Zarras |
| 2021 | SageDy: A Novel Sampling and Aggregating Based Representation Learning Approach for Dynamic Networks. | Jiaming Wu, Meng Liu, Jiangting Fan, Yong Liu, Meng Han |
| 2021 | Low-Resource Neural Machine Translation Using XLNet Pre-training Model. | Nier Wu, Hongxu Hou, Ziyue Guo, Wei Zheng |
| 2021 | Enhancing Separate Encoding with Multi-layer Feature Alignment for Image-Text Matching. | Keyu Wen, Linyang Li, Xiaodong Gu |
| 2021 | Nonlinear Lagrangean Neural Networks. | Roseli Suzi Wedemann, Angel Ricardo Plastino |
| 2021 | Learning Distinct Strategies for Heterogeneous Cooperative Multi-agent Reinforcement Learning. | Kejia Wan, Xinhai Xu, Yuan Li |