| 2022 | Domain Adversarial Learning for Color Constancy. | Zhifeng Zhang, Xuejing Kang, Anlong Ming |
| 2022 | Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients. | Ming Zhang, Xiaohui Kuang, Hu Li, Zhendong Wu, Yuanping Nie, Gang Zhao |
| 2022 | Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract). | Jianfei Zhang, Ai-Te Kuo, Jianan Zhao, Qianlong Wen, Erin L. Winstanley, Chuxu Zhang, Yanfang Ye |
| 2022 | Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning. | Baoquan Zhang, Hao Jiang, Shanshan Feng, Xutao Li, Yunming Ye, Rui Ye |
| 2022 | SAR-to-Optical Image Translation via Neural Partial Differential Equations. | Mingjin Zhang, Chengyu He, Jing Zhang, Yuxiang Yang, Xiaoqi Peng, Jie Guo |
| 2022 | Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. | Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun |
| 2022 | Position-aware Joint Entity and Relation Extraction with Attention Mechanism. | Chenglong Zhang, Shuyong Gao, Haofen Wang, Wenqiang Zhang |
| 2022 | A Survey on Gradient Inversion: Attacks, Defenses and Future Directions. | Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao |
| 2022 | Towards Universal Backward-Compatible Representation Learning. | Binjie Zhang, Yixiao Ge, Yantao Shen, Shupeng Su, Fanzi Wu, Chun Yuan, Xuyuan Xu, Yexin Wang, Ying Shan |
| 2022 | Visual Emotion Representation Learning via Emotion-Aware Pre-training. | Yue Zhang, Wanying Ding, Ran Xu, Xiaohua Hu |
| 2022 | Few-Shot Learning on Graphs. | Chuxu Zhang, Kaize Ding, Jundong Li, Xiangliang Zhang, Yanfang Ye, Nitesh V. Chawla, Huan Liu |
| 2022 | Het2Hom: Representation of Heterogeneous Attributes into Homogeneous Concept Spaces for Categorical-and-Numerical-Attribute Data Clustering. | Yiqun Zhang, Yiu-ming Cheung, An Zeng |
| 2022 | Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. | Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu |
| 2022 | Ethics and Governance of Artificial Intelligence: A Survey of Machine Learning Researchers (Extended Abstract). | Baobao Zhang, Markus Anderljung, Lauren Kahn, Noemi Dreksler, Michael C. Horowitz, Allan Dafoe |
| 2022 | Diffusion Incentives in Cooperative Games. | Yao Zhang |
| 2022 | FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server. | Hong Zhang, Ji Liu, Juncheng Jia, Yang Zhou, Huaiyu Dai, Dejing Dou |
| 2022 | Enhancing the Transferability of Adversarial Examples with Random Patch. | Yaoyuan Zhang, Yu-an Tan, Tian Chen, Xinrui Liu, Quanxin Zhang, Yuanzhang Li |
| 2022 | Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion. | Jiaao Zhan, Yang Gao, Yu Bai, Qianhui Liu |
| 2022 | AutoVideo: An Automated Video Action Recognition System. | Daochen Zha, Zaid Pervaiz Bhat, Yi-Wei Chen, Yicheng Wang, Sirui Ding, Jiaben Chen, Kwei-Herng Lai, Mohammad Qazim Bhat, Anmoll Kumar Jain, Alfredo Costilla-Reyes, Na Zou, Xia Hu |
| 2022 | S2 Transformer for Image Captioning. | Pengpeng Zeng, Haonan Zhang, Jingkuan Song, Lianli Gao |
| 2022 | On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks. | Huimin Zeng, Zhenrui Yue, Yang Zhang, Ziyi Kou, Lanyu Shang, Dong Wang |
| 2022 | A Native Qualitative Numeric Planning Solver Based on AND/OR Graph Search. | Hemeng Zeng, Yikun Liang, Yongmei Liu |
| 2022 | Prescriptive Process Monitoring in Intelligent Process Automation with Chatbot Orchestration. | Sergey Zeltyn, Segev Shlomov, Avi Yaeli, Alon Oved |
| 2022 | Decentralized Adaptive Clustering of Deep Nets is Beneficial for Client Collaboration. | Edvin Listo Zec, Ebba Ekblom, Martin Willbo, Olof Mogren, Sarunas Girdzijauskas |
| 2022 | CERT: Continual Pre-training on Sketches for Library-oriented Code Generation. | Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou |