| 2026 | ACL | LLM Prompt Duel Optimizer: Efficient Label-Free Prompt Optimization. | Yuanchen Wu, Saurabh Verma, Justin Lee, Fangzhou Xiong, Poppy Zhang, Amel Awadelkarim, Xu Chen, Yubai Yuan, Shawndra Hill |
| 2025 | CVPR | Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception. | Yuanchen Wu, Lu Zhang, Hang Yao, Junlong Du, Ke Yan, Shouhong Ding, Yunsheng Wu, Xiaoqiang Li |
| 2025 | ICCV | Aigi-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models. | Ziyin Zhou, Yunpeng Luo, Yuanchen Wu, Ke Sun, Jiayi Ji, Ke Yan, Shouhong Ding, Xiaoshuai Sun, Yunsheng Wu, Rongrong Ji |
| 2025 | ICLR | ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts. | Yuanchen Wu, Junlong Du, Ke Yan, Shouhong Ding, Xiaoqiang Li |
| 2025 | ICML | Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration. | Yuanchen Wu, Ke Yan, Shouhong Ding, Ziyin Zhou, Xiaoqiang Li |
| 2024 | CVPR | DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation. | Yuanchen Wu, Xichen Ye, Kequan Yang, Jide Li, Xiaoqiang Li |
| 2023 | IJCAI | Hierarchical Semantic Contrast for Weakly Supervised Semantic Segmentation. | Yuanchen Wu, Xiaoqiang Li, Songmin Dai, Jide Li, Tong Liu, Shaorong Xie |