| 2025 | ACL | Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL. | Wei Yao, Wenkai Yang, Ziqiao Wang, Yankai Lin, Yong Liu |
| 2025 | ACL | Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning. | Peiyi Zhang, Richong Zhang, Zhijie Nie, Ziqiao Wang |
| 2025 | ICML | Generalization in Federated Learning: A Conditional Mutual Information Framework. | Ziqiao Wang, Cheng Long, Yongyi Mao |
| 2025 | KDD | LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning. | Fanshuang Kong, Richong Zhang, Ziqiao Wang |
| 2025 | WWW | Preserving Label Correlation for Multi-label Text Classification by Prototypical Regularizations. | Fanshuang Kong, Richong Zhang, Xiaohui Guo, Junfan Chen, Ziqiao Wang |
| 2024 | AAAI | Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval. | Hailang Huang, Zhijie Nie, Ziqiao Wang, Ziyu Shang |
| 2024 | AAAI | On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning. | Fanshuang Kong, Richong Zhang, Ziqiao Wang, Yongyi Mao |
| 2024 | UAI | Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States. | Ziqiao Wang, Yongyi Mao |
| 2023 | ICLR | Over-Training with Mixup May Hurt Generalization. | Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao |
| 2023 | ICLR | Information-Theoretic Analysis of Unsupervised Domain Adaptation. | Ziqiao Wang, Yongyi Mao |
| 2023 | ICML | Tighter Information-Theoretic Generalization Bounds from Supersamples. | Ziqiao Wang, Yongyi Mao |
| 2022 | ICLR | On the Generalization of Models Trained with SGD: Information-Theoretic Bounds and Implications. | Ziqiao Wang, Yongyi Mao |
| 2022 | IJCAI | Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors. | Zhengyi Wang, Zhongkai Hao, Ziqiao Wang, Hang Su, Jun Zhu |
| 2021 | CVPR | Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. | Ziqiao Wang, Hongyan Zhang, Wei He, Liangpei Zhang |
| 2020 | HCI | Aspects of Form, Interface, and Interaction in the Design of Wearable Devices. | Ziqiao Wang |
| 2018 | HCI | Study on the Digital Expansion of Chinese Static Works of Art. | Jin Sheng, Ziqiao Wang |