| 2022 | Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction. | Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng |
| 2022 | RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training. | Luya Wang, Feng Liang, Yangguang Li, Honggang Zhang, Wanli Ouyang, Jing Shao |
| 2022 | Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation. | Tao Wang, Jianglin Lu, Zhihui Lai, Jiajun Wen, Heng Kong |
| 2022 | Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration. | Di Wang, Jinyuan Liu, Xin Fan, Risheng Liu |
| 2022 | Bridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Constrcution. | Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu |
| 2022 | HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation. | Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng |
| 2022 | Masked Prompt Learning for Formal Analogies beyond Words. | Liyan Wang, Yves Lepage |
| 2022 | Augmenting Knowledge Graphs for Better Link Prediction. | Jiang Wang, Filip Ilievski, Pedro A. Szekely, Ke-Thia Yao |
| 2022 | Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors. | Zhengyi Wang, Zhongkai Hao, Ziqiao Wang, Hang Su, Jun Zhu |
| 2022 | Language Models as Knowledge Embeddings. | Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao |
| 2022 | Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-aware Perturbations. | Run Wang, Ziheng Huang, Zhikai Chen, Li Liu, Jing Chen, Lina Wang |
| 2022 | Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning. | Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, Dianhai Yu |
| 2022 | FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs. | Song Wang, Yushun Dong, Xiao Huang, Chen Chen, Jundong Li |
| 2022 | MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen Entities. | Yuanzheng Wang, Xueqi Cheng, Yixing Fan, Xiaofei Zhu, Huasheng Liang, Qiang Yan, Jiafeng Guo |
| 2022 | Estimation and Comparison of Linear Regions for ReLU Networks. | Yuan Wang |
| 2022 | KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction. | Hu Wang, Mao Ye, Xiatian Zhu, Shuai Li, Ce Zhu, Xue Li |
| 2022 | Adaptive Long-Short Pattern Transformer for Stock Investment Selection. | Heyuan Wang, Tengjiao Wang, Shun Li, Jiayi Zheng, Shijie Guan, Wei Chen |
| 2022 | Heterogeneous Interactive Snapshot Network for Review-Enhanced Stock Profiling and Recommendation. | Heyuan Wang, Tengjiao Wang, Shun Li, Shijie Guan, Jiayi Zheng, Wei Chen |
| 2022 | Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications. | Xuchuang Wang, Hong Xie, John C. S. Lui |
| 2022 | Strategy Proof Mechanisms for Facility Location with Capacity Limits. | Toby Walsh |
| 2022 | Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture. | Anoushka Vyas, Sambaran Bandyopadhyay |
| 2022 | Evaluating Object Permanence in Embodied Agents using the Animal-AI Environment. | Konstantinos Voudouris, Niall Donnelly, Danaja Rutar, Ryan Burnell, John Burden, Jos Hernndez-Orallo, Lucy Cheke |
| 2022 | Small Overfitting Probability in Minimization of Empirical Risk for FCA-based Machine Learning. | Dmitry V. Vinogradov |
| 2022 | Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies (Extended Abstract). | Paul Vicol, Luke Metz, Jascha Sohl-Dickstein |
| 2022 | What Does My GNN Really Capture? On Exploring Internal GNN Representations. | Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Cline Robardet |