| 2022 | NCCR: Neighbor and Cluster Consistency Regularization for Improving Graph Node Classification. | Feiming Yang, Yurui Lai, Leshan Wang, Rui Fan |
| 2022 | Transfer Learning for Regression through Adaptive Gaussian Process. | Changhua Xu, Kai Yang, Xue Chen, Xiangfeng Luo, Hang Yu |
| 2022 | UCL-AST: Active Self-Training with Uncertainty-Aware Clouded Logits for Few-Shot Text Classification. | Yi Xu, Jie Hu, Zhiqiao Gao, Jinpeng Chen |
| 2022 | Deep Learning Assisted Mouth-Esophagus Passage Time Estimation During Gastroscopy. | Zinan Xiong, Qilei Chen, Chenxi Zhang, Yu Cao, Benyuan Liu, Yu Wu, Yu Peng, Xiaowei Liu |
| 2022 | QDN: An Efficient Value Decomposition Method for Cooperative Multi-agent Deep Reinforcement Learning. | Zaipeng Xie, Yufeng Zhang, Pengfei Shao, Weiyi Zhao |
| 2022 | Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives. | Wenjin Xie, Siyuan Liu, Xiaomeng Wang, Tao Jia |
| 2022 | Online Improved Vehicle Tracking Accuracy via Unsupervised Route Generation. | Liang Xie, Menghao Hu, Xinbei Bai |
| 2022 | Approximating Element-Wise Functions of Matrix with Improved Streaming Randomized SVD. | Yuyang Xie, Xu Feng, Xizhi Zhang, Jiezhong Qiu, Wenjian Yu |
| 2022 | EG-KGR: A Knowledge Graph Reasoning Model Based on Enhanced Graph Sample and Aggregate Inductive Learning Algorithm. | Yuejia Wu, Jian-Tao Zhou |
| 2022 | A Dilated Transformer Network for Time Series Anomaly Detection. | Bo Wu, Zhenjie Yao, Yanhui Tu, Yixin Chen |
| 2022 | Feature Transform Correlation Network for Object Detection. | Shouhong Wan, Xiaoting Li, Peiquan Jin, Jia Xie |
| 2022 | Deep Learning Methods for Animal Counting in Camera Trap Images. | Yizhen Wang, Yang Zhang, Yuan Feng, Yi Shang |
| 2022 | PWPROP: A Progressive Weighted Adaptive Method for Training Deep Neural Networks. | Dong Wang, Tao Xu, Huatian Zhang, Fanhua Shang, Hongying Liu, Yuanyuan Liu, Shengmei Shen |
| 2022 | Offline Reinforcement Learning via Policy Regularization and Ensemble Q-Functions. | Tao Wang, Shaorong Xie, Mingke Gao, Xue Chen, Zhenyu Zhang, Hang Yu |
| 2022 | Fully Parameterized Dueling Mixing Distributional Q-Leaning for Multi-Agent Cooperation. | Qianhui Wang, Xinzhi Wang, Mingke Gao, Xiangfeng Luo, Yang Li, Han Zhang |
| 2022 | Order-sensitive Neural Constituency Parsing. | Zhicheng Wang, Tianyu Shi, Liyin Xiao, Cong Liu |
| 2022 | Drug Side Effects Prediction via Heterogeneous Multi-Relational Graph Convolutional Networks. | Yike Wang, Huifang Ma, Ruoyi Zhang, Zihao Gao |
| 2022 | RETSR: An Effective Review-Enhanced and Time-Aware Sequential Recommendation Framework. | Weijin Wang, Jin Li, Yilei Wang, Zhongwang Zhang |
| 2022 | Path-aware Multi-hop Question Answering Over Knowledge Graph Embedding. | Jingchao Wang, Weimin Li, Yixing Guo, Xiaokang Zhou |
| 2022 | A Search Space Utility Optimization Based Online POMDP Planning Algorithm. | Qingya Wang, Feng Liu |
| 2022 | Imitation Learning-Based Drone Motion Planning in Dense Obstacle Scenarios. | Ji Wang, Ziyue Hou, Longyuan Zhang, Wei Li, Zhongxue Gan |
| 2022 | IDEA: Interactive Double Attentions from Label Embedding for Text Classification. | Ziyuan Wang, Hailiang Huang, Songqiao Han |
| 2022 | U-Net Based Discriminator for Real-World Super-Resolution. | Kevin Ian Ruiz Vargas, Fidel Alejandro Guerrero Pea, Pedro Diamel Marrero Fernndez, Leonardo Lanfranchi, Ing Jyh Tsang, Tsang Ing Ren |
| 2022 | Extending a Refinement Acting Engine for Fleet Management: Concurrency and Resources. | Jrmy Turi, Arthur Bit-Monnot |
| 2022 | Swarm robotics coordination dynamics modelled and formalised through Coloured Petri Nets. | Claudiney R. Tinoco, Leiliane Pereira de Rezende, Stphane Julia, Gina M. B. Oliveira |