Huanjin Yao - RankMe

20 papers A* 2Journal 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancing Multimodal Judge Models through a Capability-Oriented Benchmark and MCTS-Driven Data Generation. CoRR Zeyu Chen, Huanjin Yao, Ziwang Zhao, Min Yang
2026	J	`jnl`	CoLoGen: Progressive Learning of Concept-Localization Duality for Unified Image Generation. CoRR Yuxin Song, Yu Lu, Haoyuan Sun, Huanjin Yao, Fanglong Liu, Yifan Sun, Haocheng Feng, Hang Zhou, Jingdong Wang
2026	J	`jnl`	DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation. CoRR Yibo Wang, Lei Wang, Yue Deng, Keming Wu, Yao Xiao, Huanjin Yao, Liwei Kang, Hai Ye, Yongcheng Jing, Lidong Bing
2026	J	`jnl`	MM-DeepResearch: A Simple and Effective Multimodal Agentic Search Baseline. CoRR Huanjin Yao, Qixiang Yin, Min Yang, Ziwang Zhao, Yibo Wang, Haotian Luo, Jingyi Zhang, Jiaxing Huang
2026	J	`jnl`	R1-SyntheticVL: Is Synthetic Data from Generative Models Ready for Multimodal Large Language Model? CoRR Jingyi Zhang, Tianyi Lin, Huanjin Yao, Xiang Lan, Shunyu Liu, Jiaxing Huang
2025	J	`jnl`	A Survey on Agentic Multimodal Large Language Models. CoRR Huanjin Yao, Ruifei Zhang, Jiaxing Huang, Jingyi Zhang, Yibo Wang, Bo Fang, Ruolin Zhu, Yongcheng Jing, Shunyu Liu, Guanbin Li, Dacheng Tao
2025	J	`jnl`	MAPO: Mixed Advantage Policy Optimization. CoRR 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
2025	J	`jnl`	MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI. CoRR 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
2025	J	`jnl`	Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation. CoRR Yibo Wang, Tiansheng Huang, Li Shen, Huanjin Yao, Haotian Luo, Rui Liu, Naiqiang Tan, Jiaxing Huang, Dacheng Tao
2025	J	`jnl`	R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search. CoRR Yibo Wang, Li Shen, Huanjin Yao, Tiansheng Huang, Rui Liu, Naiqiang Tan, Jiaxing Huang, Kai Zhang, Dacheng Tao
2025	J	`jnl`	R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO. CoRR Huanjin Yao, Qixiang Yin, Jingyi Zhang, Min Yang, Yibo Wang, Wenhao Wu, Fei Su, Li Shen, Minghui Qiu, Dacheng Tao, Jiaxing Huang
2025	J	`jnl`	R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization. CoRR Jingyi Zhang, Jiaxing Huang, Huanjin Yao, Shunyu Liu, Xikun Zhang, Shijian Lu, Dacheng Tao
2025	J	`jnl`	Tiny-R1V: Lightweight Multimodal Unified Reasoning Model via Model Merging. CoRR Qixiang Yin, Huanjin Yao, Jianghao Chen, Jiaxing Huang, Zhicheng Zhao, Fei Su
2024	A*	`conf`	Automated Multi-level Preference for MLLMs. NeurIPS Mengxi Zhang, Wenhao Wu, Yu Lu, Yuxin Song, Kang Rong, Huanjin Yao, Jianbo Zhao, Fanglong Liu, Haocheng Feng, Jingdong Wang, Yifan Sun
2024	J	`jnl`	Automated Multi-level Preference for MLLMs. CoRR Mengxi Zhang, Wenhao Wu, Yu Lu, Yuxin Song, Kang Rong, Huanjin Yao, Jianbo Zhao, Fanglong Liu, Yifan Sun, Haocheng Feng, Jingdong Wang
2024	A*	`conf`	Dense Connector for MLLMs. NeurIPS Huanjin Yao, Wenhao Wu, Taojiannan Yang, Yuxin Song, Mengxi Zhang, Haocheng Feng, Yifan Sun, Zhiheng Li, Wanli Ouyang, Jingdong Wang
2024	J	`jnl`	Dense Connector for MLLMs. CoRR Huanjin Yao, Wenhao Wu, Taojiannan Yang, Yuxin Song, Mengxi Zhang, Haocheng Feng, Yifan Sun, Zhiheng Li, Wanli Ouyang, Jingdong Wang
2024	J	`jnl`	Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search. CoRR Huanjin Yao, Jiaxing Huang, Wenhao Wu, Jingyi Zhang, Yibo Wang, Shunyu Liu, Yingjie Wang, Yuxin Song, Haocheng Feng, Li Shen, Dacheng Tao
2023	J	`jnl`	GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition? CoRR Wenhao Wu, Huanjin Yao, Mengxi Zhang, Yuxin Song, Wanli Ouyang, Jingdong Wang
2023	J	`jnl`	Side4Video: Spatial-Temporal Side Network for Memory-Efficient Image-to-Video Transfer Learning. CoRR Huanjin Yao, Wenhao Wu, Zhiheng Li