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2020 – today
- 2026
[i20]Yibo Wang, Lei Wang, Yue Deng, Keming Wu, Yao Xiao, Huanjin Yao, Liwei Kang, Hai Ye, Yongcheng Jing, Lidong Bing:
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation. CoRR abs/2601.09688 (2026)- [i19]Jingyi Zhang, Tianyi Lin, Huanjin Yao, Xiang Lan, Shunyu Liu, Jiaxing Huang
:
R1-SyntheticVL: Is Synthetic Data from Generative Models Ready for Multimodal Large Language Model? CoRR abs/2602.03300 (2026) - [i18]Yuxin Song, Yu Lu, Haoyuan Sun, Huanjin Yao, Fanglong Liu, Yifan Sun, Haocheng Feng, Hang Zhou, Jingdong Wang:
CoLoGen: Progressive Learning of Concept-Localization Duality for Unified Image Generation. CoRR abs/2602.22150 (2026) - [i17]Zeyu Chen, Huanjin Yao, Ziwang Zhao, Min Yang:
Advancing Multimodal Judge Models through a Capability-Oriented Benchmark and MCTS-Driven Data Generation. CoRR abs/2603.00546 (2026) - [i16]Huanjin Yao, Qixiang Yin, Min Yang, Ziwang Zhao, Yibo Wang, Haotian Luo, Jingyi Zhang, Jiaxing Huang:
MM-DeepResearch: A Simple and Effective Multimodal Agentic Search Baseline. CoRR abs/2603.01050 (2026) - [i15]Zeyu Chen, Guanghao Zhou, Qixiang Yin, Ziwang Zhao, Huanjin Yao, Pengjiu Xia, Min Yang, Cen Chen, Minghui Qiu:
Valley3: Scaling Omni Foundation Models for E-commerce. CoRR abs/2605.01278 (2026) - [i14]Tianyi Lin, Chuanyu Sun, Jingyi Zhang, Changxu Wei, Huanjin Yao, Shunyu Liu, Xikun Zhang, Liu Liu, Jiaxing Huang:
OpenClaw-Skill: Collective Skill Tree Search for Agentic Large Language Models. CoRR abs/2606.16774 (2026) - 2025
- [c6]Huanjin Yao, Jiaxing Huang, Yawen Qiu, Michael K. Chen, Wenzheng Liu, Wei Zhang, Wenjie Zeng, Xikun Zhang, Jingyi Zhang, YuXin Song, Wenhao Wu, Dacheng Tao:
MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI. ICCV 2025: 273-283 - [c5]Jingyi Zhang, Jiaxing Huang, Huanjin Yao, Shunyu Liu, Xikun Zhang, Shijian Lu, Dacheng Tao:
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-Wise Group Relative Policy Optimization. ICCV 2025: 1859-1869 - [c4]Yibo Wang, Tiansheng Huang, Li Shen, Huanjin Yao, Haotian Luo, Rui Liu, Naiqiang Tan, Jiaxing Huang, Dacheng Tao:
Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation. NeurIPS 2025 - [c3]Huanjin Yao, Qixiang Yin, Jingyi Zhang, Min Yang, Yibo Wang, Wenhao Wu, Fei Su, Li Shen, Minghui Qiu, Dacheng Tao, Jiaxing Huang:
R1-ShareVL: Incentivizing Reasoning Capabilities of Multimodal Large Language Models via Share-GRPO. NeurIPS 2025 - [i13]Yibo Wang, Tiansheng Huang, Li Shen, Huanjin Yao, Haotian Luo, Rui Liu, Naiqiang Tan, Jiaxing Huang, Dacheng Tao:
Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation. CoRR abs/2501.18100 (2025) - [i12]Jingyi Zhang, Jiaxing Huang, Huanjin Yao, Shunyu Liu, Xikun Zhang, Shijian Lu, Dacheng Tao:
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization. CoRR abs/2503.12937 (2025) - [i11]Huanjin Yao, Qixiang Yin, Jingyi Zhang, Min Yang, Yibo Wang, Wenhao Wu, Fei Su, Li Shen, Minghui Qiu, Dacheng Tao, Jiaxing Huang:
R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO. CoRR abs/2505.16673 (2025) - [i10]Yibo Wang, Li Shen, Huanjin Yao, Tiansheng Huang, Rui Liu, Naiqiang Tan, Jiaxing Huang, Kai Zhang, Dacheng Tao:
R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search. CoRR abs/2505.16838 (2025) - [i9]Huanjin Yao, Jiaxing Huang, Yawen Qiu, Michael K. Chen, Wenzheng Liu, Wei Zhang, Wenjie Zeng, Xikun Zhang, Jingyi Zhang, Yuxin Song, Wenhao Wu, Dacheng Tao:
MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI. CoRR abs/2506.23563 (2025) - [i8]Wenke Huang, Quan Zhang, Yiyang Fang, Jian Liang, Xuankun Rong, Huanjin Yao, Guancheng Wan, Ke Liang, Wenwen He, Mingjun Li, Leszek Rutkowski, Mang Ye, Bo Du, Dacheng Tao:
MAPO: Mixed Advantage Policy Optimization. CoRR abs/2509.18849 (2025) - [i7]Qixiang Yin, Huanjin Yao, Jianghao Chen, Jiaxing Huang, Zhicheng Zhao, Fei Su:
Tiny-R1V: Lightweight Multimodal Unified Reasoning Model via Model Merging. CoRR abs/2510.08987 (2025) - [i6]Huanjin Yao, Ruifei Zhang, Jiaxing Huang, Jingyi Zhang, Yibo Wang, Bo Fang, Ruolin Zhu, Yongcheng Jing, Shunyu Liu, Guanbin Li, Dacheng Tao:
A Survey on Agentic Multimodal Large Language Models. CoRR abs/2510.10991 (2025) - 2024
- [c2]Huanjin Yao, Wenhao Wu, Taojiannan Yang, Yuxin Song, Mengxi Zhang, Haocheng Feng, Yifan Sun, Zhiheng Li, Wanli Ouyang, Jingdong Wang:
Dense Connector for MLLMs. NeurIPS 2024 - [c1]Mengxi Zhang, Wenhao Wu, Yu Lu, Yuxin Song, Kang Rong, Huanjin Yao, Jianbo Zhao, Fanglong Liu, Haocheng Feng, Jingdong Wang, Yifan Sun:
Automated Multi-level Preference for MLLMs. NeurIPS 2024 - [i5]Mengxi Zhang, Wenhao Wu, Yu Lu, Yuxin Song, Kang Rong, Huanjin Yao, Jianbo Zhao, Fanglong Liu, Yifan Sun, Haocheng Feng, Jingdong Wang:
Automated Multi-level Preference for MLLMs. CoRR abs/2405.11165 (2024) - [i4]Huanjin Yao, Wenhao Wu, Taojiannan Yang, Yuxin Song, Mengxi Zhang, Haocheng Feng, Yifan Sun, Zhiheng Li, Wanli Ouyang, Jingdong Wang:
Dense Connector for MLLMs. CoRR abs/2405.13800 (2024) - [i3]Huanjin Yao, Jiaxing Huang, Wenhao Wu, Jingyi Zhang, Yibo Wang, Shunyu Liu, Yingjie Wang, Yuxin Song, Haocheng Feng, Li Shen, Dacheng Tao:
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search. CoRR abs/2412.18319 (2024) - 2023
- [i2]Wenhao Wu, Huanjin Yao, Mengxi Zhang, Yuxin Song, Wanli Ouyang, Jingdong Wang:
GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition? CoRR abs/2311.15732 (2023) - [i1]Huanjin Yao, Wenhao Wu, Zhiheng Li:
Side4Video: Spatial-Temporal Side Network for Memory-Efficient Image-to-Video Transfer Learning. CoRR abs/2311.15769 (2023)
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