GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition? - Wenhao Wu; Huanjin Yao; Mengxi Zhang; Yuxin Song; Wanli Ouyang; Jingdong Wang 001 (CoRR, 2023)

Side4Video: Spatial-Temporal Side Network for Memory-Efficient Image-to-Video Transfer Learning. - Huanjin Yao; Wenhao Wu; Zhiheng Li (CoRR, 2023)

Dense Connector for MLLMs. - Huanjin Yao; Wenhao Wu; Taojiannan Yang; Yuxin Song; Mengxi Zhang; Haocheng Feng; Yifan Sun 003; Zhiheng Li; Wanli Ouyang; Jingdong Wang 001 (NeurIPS, 2024)

Automated Multi-level Preference for MLLMs. - Mengxi Zhang; Wenhao Wu; Yu Lu; Yuxin Song; Kang Rong; Huanjin Yao; Jianbo Zhao; Fanglong Liu; Haocheng Feng; Jingdong Wang 001; Yifan Sun 003 (NeurIPS, 2024)

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search. - Huanjin Yao; Jiaxing Huang 001; Wenhao Wu; Jingyi Zhang 005; Yibo Wang; Shunyu Liu 001; Yingjie Wang 007; Yuxin Song; Haocheng Feng; Li Shen 008; Dacheng Tao (CoRR, 2024)

Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation. - Yibo Wang; Tiansheng Huang; Li Shen 008; Huanjin Yao; Haotian Luo; Rui Liu; Naiqiang Tan; Jiaxing Huang 001; Dacheng Tao (CoRR, 2025)

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization. - Jingyi Zhang 005; Jiaxing Huang 001; Huanjin Yao; Shunyu Liu 001; Xikun Zhang 007; Shijian Lu; Dacheng Tao (CoRR, 2025)

R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO. - Huanjin Yao; Qixiang Yin; Jingyi Zhang 005; Min Yang 007; Yibo Wang; Wenhao Wu; Fei Su; Li Shen 008; Minghui Qiu; Dacheng Tao; Jiaxing Huang 001 (CoRR, 2025)

R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search. - Yibo Wang; Li Shen 008; Huanjin Yao; Tiansheng Huang; Rui Liu; Naiqiang Tan; Jiaxing Huang 001; Kai Zhang 008; Dacheng Tao (CoRR, 2025)

MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI. - Huanjin Yao; Jiaxing Huang 001; Yawen Qiu; Michael K. Chen 002; Wenzheng Liu; Wei Zhang 196; Wenjie Zeng; Xikun Zhang 007; Jingyi Zhang 005; Yuxin Song; Wenhao Wu; Dacheng Tao (CoRR, 2025)