| 2022 | Convergence and Applications of ADMM on the Multi-convex Problems. | Junxiang Wang, Liang Zhao |
| 2022 | Instance-Guided Multi-modal Fake News Detection with Dynamic Intra- and Inter-modality Fusion. | Jie Wang, Yan Yang, Keyu Liu, Peng Xie, Xiaorong Liu |
| 2022 | ENDASh: Embedding Neighbourhood Dissimilarity with Attribute Shuffling for Graph Anomaly Detection. | Qizhou Wang, Mahsa Salehi, Jia Shun Low, Wray L. Buntine, Christopher Leckie |
| 2022 | Improve Chinese Spelling Check by Reevaluation. | Shuai Wang, Lin Shang |
| 2022 | Separate then Constrain: A Hierarchical Network for End-to-End Triples Extraction. | Huizhao Wang, Yao Fu, Linghui Hu, Weihao Jiang, Shiliang Pu |
| 2022 | Recommending Personalized Interventions to Increase Employability of Disabled Jobseekers. | Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters |
| 2022 | An Incentive Dispatch Algorithm for Utilization-Perfect EV Charging Management. | Lo Pang-Yun Ting, Po-Hui Wu, Hsiu-Ying Chung, Kun-Ta Chuang |
| 2022 | Improving Entity Disambiguation Using Knowledge Graph Regularization. | Zhi Rui Tam, Yi-Lun Wu, Hong-Han Shuai |
| 2022 | Node Information Awareness Pooling for Graph Representation Learning. | Chuan Sun, Feihu Huang, Jian Peng |
| 2022 | Distributed Differentially Private Ranking Aggregation. | Baobao Song, Qiujun Lan, Yang Li, Gang Li |
| 2022 | Robust and Provable Guarantees for Sparse Random Embeddings. | Maciej Skorski, Alessandro Temperoni, Martin Theobald |
| 2022 | User Incentive Based Bike-Sharing Dispatching Strategy. | Bing Shi, Zhaoxiang Song, Xizi Huang, Jianqiao Xu |
| 2022 | A Two-Tower Spatial-Temporal Graph Neural Network for Traffic Speed Prediction. | Yansong Shen, Lin Li, Qing Xie, Xin Li, Guandong Xu |
| 2022 | Exploiting Spatial Attention and Contextual Information for Document Image Segmentation. | Yuman Sang, Yifeng Zeng, Ruiying Liu, Fan Yang, Zhangrui Yao, Yinghui Pan |
| 2022 | Detecting Anchors' Opinion in Hinglish News Delivery. | Siddharth Sadhwani, Nishant Grover, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2022 | Leveraged Mel Spectrograms Using Harmonic and Percussive Components in Speech Emotion Recognition. | David Hason Rudd, Huan Huo, Guandong Xu |
| 2022 | AutoTransformer: Automatic Transformer Architecture Design for Time Series Classification. | Yankun Ren, Longfei Li, Xinxing Yang, Jun Zhou |
| 2022 | Text2Chart: A Multi-staged Chart Generator from Natural Language Text. | Md. Mahinur Rashid, Hasin Kawsar Jahan, Annysha Huzzat, Riyasaat Ahmed Rahul, Tamim Bin Zakir, Farhana Meem, Md. Saddam Hossain Mukta, Swakkhar Shatabda |
| 2022 | A GNN-Enhanced Game Bot Detection Model for MMORPGs. | Xianyang Qi, Jiashu Pu, Shiwei Zhao, Runze Wu, Jianrong Tao |
| 2022 | Smooth Perturbations for Time Series Adversarial Attacks. | Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier |
| 2022 | Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation. | Hoang Phan, Anh Phan Tuan, Son Nguyen, Ngo Van Linh, Khoat Than |
| 2022 | Misleading Inference Generation via Proximal Policy Optimization. | Hsien-Yung Peng, Ho-Lam Chung, Ying-Hong Chan, Yao-Chung Fan |
| 2022 | PASTA: PArallel Spatio-Temporal Attention with Spatial Auto-Correlation Gating for Fine-Grained Crowd Flow Prediction. | Chung Park, Junui Hong, Cheonbok Park, Taesan Kim, Minsung Choi, Jaegul Choo |
| 2022 | Modelling Zeros in Blockmodelling. | Laurence A. F. Park, Mohadeseh Ganji, Emir Demirovic, Jeffrey Chan, Peter J. Stuckey, James Bailey, Christopher Leckie, Rao Kotagiri |
| 2022 | Rule-Based Collaborative Learning with Heterogeneous Local Learning Models. | Ying Pang, Haibo Zhang, Jeremiah D. Deng, Lizhi Peng, Fei Teng |