| 2026 | AAAI | DEPO: Dual-Efficiency Preference Optimization for LLM Agents. | Sirui Chen, Mengshi Zhao, Lei Xu, Yuying Zhao, Beier Zhu, Hanwang Zhang, Shengjie Zhao, Chaochao Lu |
| 2026 | AAAI | Hierarchical Semantic Alignment for Image Clustering. | Xingyu Zhu, Beier Zhu, Yunfan Li, Junfeng Fang, Shuo Wang, Kesen Zhao, Hanwang Zhang |
| 2026 | ACL | AMA: Adaptive Memory via Multi-Agent Collaboration. | Weiquan Huang, Zixuan Wang, Hehai Lin, Sudong Wang, Bo Xu, Qian Li, Beier Zhu, Linyi Yang, Chengwei Qin |
| 2026 | ACL | Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation. | Xingyu Zhu, Junfeng Fang, Shuo Wang, Beier Zhu, Zhicai Wang, Yonghui Yang, Xiangnan He |
| 2025 | CVPR | Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens. | Zhangqi Jiang, Junkai Chen, Beier Zhu, Tingjin Luo, Yankun Shen, Xu Yang |
| 2025 | CVPR | StyleStudio: Text-Driven Style Transfer with Selective Control of Style Elements. | Mingkun Lei, Xue Song, Beier Zhu, Hao Wang, Chi Zhang |
| 2025 | CVPR | Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness. | Beier Zhu, Jiequan Cui, Hanwang Zhang, Chi Zhang |
| 2025 | ICCV | Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization. | Kesen Zhao, Beier Zhu, Qianru Sun, Hanwang Zhang |
| 2025 | ICCV | Dynamic Multimodal Prototype Learning in Vision-Language Models. | Xingyu Zhu, Shuo Wang, Beier Zhu, Miaoge Li, Yunfan Li, Junfeng Fang, Zhicai Wang, Dongsheng Wang, Hanwang Zhang |
| 2025 | ICCV | Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models. | Beier Zhu, Ruoyu Wang, Tong Zhao, Hanwang Zhang, Chi Zhang |
| 2024 | CVPR | Classes Are Not Equal: An Empirical Study on Image Recognition Fairness. | Jiequan Cui, Beier Zhu, Xin Wen, Xiaojuan Qi, Bei Yu, Hanwang Zhang |
| 2023 | AAAI | Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning. | Chen Chen, Yuchen Hu, Qiang Zhang, Heqing Zou, Beier Zhu, Eng Siong Chng |
| 2023 | AAAI | Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization. | Beier Zhu, Yulei Niu, Saeil Lee, Minhoe Hur, Hanwang Zhang |
| 2023 | ICCV | Prompt-aligned Gradient for Prompt Tuning. | Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang |
| 2022 | AAAI | Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification. | Beier Zhu, Yulei Niu, Xian-Sheng Hua, Hanwang Zhang |