| 2022 | Deep Depression Prediction on Longitudinal Data via Joint Anomaly Ranking and Classification. | Guansong Pang, Ngoc Thien Anh Pham, Emma Baker, Rebecca Bentley, Anton van den Hengel |
| 2022 | Reduction of the Position Bias via Multi-level Learning for Activity Recognition. | Aomar Osmani, Massinissa Hamidi |
| 2022 | Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term Prediction. | Hao Niu, Chuizheng Meng, Defu Cao, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu |
| 2022 | Predicting Abnormal Events in Urban Rail Transit Systems with Multivariate Point Process. | Xiaoyun Mo, Mingqian Li, Mo Li |
| 2022 | Uniform Evaluation of Properties in Activity Recognition. | Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani |
| 2022 | Self-paced Safe Co-training for Regression. | Fan Min, Yu Li, Liyan Liu |
| 2022 | Dual-State Knowledge Tracing Model with Mutual Information Maximization. | Haodong Meng, Changzhi Chen, Hongyu Yi, Xiaofeng He |
| 2022 | BaDumTss: Multi-task Learning for Beatbox Transcription. | Priya Mehta, Meet Maheshwari, Brihi Joshi, Tanmoy Chakraborty |
| 2022 | Insomnia Disorder Detection Using EEG Sleep Trajectories. | Stephen McCloskey, Bryn Jeffries, Irena Koprinska, Christopher James Gordon, Ronald R. Grunstein |
| 2022 | Structure-Aware Reasoning for Knowledge Base Question Answering. | Lu Ma, Peng Zhang, Xi Zhu, Dan Luo, Bin Wang |
| 2022 | Transferable Interpolated Adversarial Attack with Random-Layer Mixup. | Size Ma, Keji Han, Xianzhong Long, Yun Li |
| 2022 | A Novel Clustering Algorithm with Dynamic Boundary Extraction Strategy Based on Local Gravitation. | Jiangmei Luo, Qingsheng Zhu, Junnan Li, Dongdong Cheng, Mingqiang Zhou |
| 2022 | Input Enhanced Logarithmic Factorization Network for CTR Prediction. | Xianzhuang Li, Zhen Wang, Xuesong Wu, Bo Yuan, Xueqian Wang |
| 2022 | LCAN: Light Cross-Attention Network for Collaborative Filtering Recommendation. | Lin Liu, Wei Zhou, Junhao Wen, Yihao Zhang, Yu Wang, Hanwen Zhang |
| 2022 | Multicommunity Graph Convolution Networks with Decision Fusion for Personalized Recommendation. | Shenghao Liu, Bang Wang, Bin Liu, Laurence T. Yang |
| 2022 | Safe Offline Reinforcement Learning Through Hierarchical Policies. | Shaofan Liu, Shiliang Sun |
| 2022 | Overcoming Forgetting in Local Adaptation of Federated Learning Model. | Shunjian Liu, Xinxin Feng, Haifeng Zheng |
| 2022 | IDSGAN: Generative Adversarial Networks for Attack Generation Against Intrusion Detection. | Zilong Lin, Yong Shi, Zhi Xue |
| 2022 | Aspect-Based Sentiment Analysis Through EDU-Level Attentions. | Ting Lin, Aixin Sun, Yequan Wang |
| 2022 | Auxiliary Local Variables for Improving Regularization/Prior Approach in Continual Learning. | Ngo Van Linh, Nam Le Hai, Hoang Pham, Khoat Than |
| 2022 | SelectAug: A Data Augmentation Method for Distracted Driving Detection. | Yuan Li, Wei Mi, Jingguo Ge, Jingyuan Hu, Hui Li, Daoqing Zhang, Tong Li |
| 2022 | A Two-Stage Self-adaptive Model for Passenger Flow Prediction on Schedule-Based Railway System. | Boyu Li, Ting Guo, Ruimin Li, Yang Wang, Amir H. Gandomi, Fang Chen |
| 2022 | Data Removal from an AUC Optimization Model. | Jie Li, Jun-Qi Guo, Wei Gao |
| 2022 | Detail Perception Network for Semantic Segmentation in Water Scenes. | Cuixiao Liang, Wenjie Cai, Shaowu Peng, Qiong Liu |
| 2022 | Online Learning with Regularized Knowledge Gradients. | Donghun Lee, Warren B. Powell |