Zhenfei Yin
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
23
Venues
9
Active years
2020–2026
Best venue rank
A*
Where they publish
Papers
23 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Behavioral Consistency Validation for LLM Agents: An Analysis of Trading-Style Switching through Stock-Market Simulation. | Zeping Li, Guancheng Wan, Keyang Chen, Yu Chen, Yiwen Zhao, Philip Torr, Guangnan Ye, Zhenfei Yin, Hongfeng Chai |
| 2026 | ACL | From Word to World: Can Large Language Models be Implicit Text-based World Models? | Yixia Li, Hongru Wang, Jiahao Qiu, Zhenfei Yin, Dongdong Zhang, Cheng Qian, Zeping Li, Xiaoteng Ma, Guanhua Chen, Heng Ji |
| 2026 | ACL | Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents. | Zeping Li, Hongru Wang, Yiwen Zhao, Guanhua Chen, Yixia Li, Keyang Chen, Yixin Cao, Guangnan Ye, Hongfeng Chai, Zhenfei Yin |
| 2026 | ACL | Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning. | Zelin Tan, Hejia Geng, Xiaohang Yu, Mulei Zhang, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhong-Zhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Philip Torr, Lei Bai |
| 2026 | ACL | SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents. | Zonghao Ying, Yangguang Shao, Jianle Gan, Gan Xu, Wenxin Zhang, Quanchen Zou, Junzheng Shi, Zhenfei Yin, Mingchuan Zhang, Aishan Liu, Xianglong Liu |
| 2026 | SIGGRAPH | VFXMaster: Unlocking Dynamic Visual Effect Generation via In-Context Learning. | Baolu Li, Yiming Zhang, Qinghe Wang, Liqian Ma, Xiaoyu Shi, Xintao Wang, Pengfei Wan, Zhenfei Yin, Yunzhi Zhuge, Huchuan Lu, Xu Jia |
| 2025 | ACL | Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System. | Haoyang Su, Renqi Chen, Shixiang Tang, Zhenfei Yin, Xinzhe Zheng, Jinzhe Li, Biqing Qi, Qi Wu, Hui Li, Wanli Ouyang, Philip Torr, Bowen Zhou, Nanqing Dong |
| 2025 | CVPR | SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models. | Yongting Zhang, Lu Chen, Guodong Zheng, Yifeng Gao, Rui Zheng, Jinlan Fu, Zhenfei Yin, Senjie Jin, Yu Qiao, Xuanjing Huang, Feng Zhao, Tao Gui, Jing Shao |
| 2025 | EMNLP | ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks. | Heng Zhou, Hejia Geng, Xiangyuan Xue, Li Kang, Yiran Qin, Zhiyong Wang, Zhenfei Yin, Lei Bai |
| 2025 | ICCV | B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens. | Zhuqiang Lu, Zhenfei Yin, Mengwei He, Zhihui Wang, Zicheng Liu, Zhiyong Wang, Kun Hu |
| 2025 | ICCV | RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints. | Yiran Qin, Li Kang, Xiufeng Song, Zhenfei Yin, Xiaohong Liu, Xihui Liu, Ruimao Zhang, Lei Bai |
| 2025 | ICCV | VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior. | Xindi Yang, Baolu Li, Yiming Zhang, Zhenfei Yin, Lei Bai, Liqian Ma, Zhiyong Wang, Jianfei Cai, Tien-Tsin Wong, Huchuan Lu, Xu Jia |
| 2025 | ICML | MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems. | Rui Ye, Shuo Tang, Rui Ge, Yaxin Du, Zhenfei Yin, Siheng Chen, Jing Shao |
| 2025 | ICML | WorldSimBench: Towards Video Generation Models as World Simulators. | Yiran Qin, Zhelun Shi, Jiwen Yu, Xijun Wang, Enshen Zhou, Lijun Li, Zhenfei Yin, Xihui Liu, Lu Sheng, Jing Shao, Lei Bai, Ruimao Zhang |
| 2025 | IROS | RH20T-P: A Primitive-Level Robotic Manipulation Dataset towards Composable Generalization Agents in Real-world Scenarios. | Zeren Chen, Zhelun Shi, Xiaoya Lu, Lehan He, Sucheng Qian, Enshen Zhou, Zhenfei Yin, Wanli Ouyang, Jing Shao, Yu Qiao, Cewu Lu, Lu Sheng |
| 2025 | IROS | Chain-of-Imagination for Reliable Instruction Following in Decision Making. | Enshen Zhou, Yiran Qin, Zhenfei Yin, Zhelun Shi, Yuzhou Huang, Ruimao Zhang, Lu Sheng, Jing Shao |
| 2024 | ACL | Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models. | Chen Qian, Jie Zhang, Wei Yao, Dongrui Liu, Zhenfei Yin, Yu Qiao, Yong Liu, Jing Shao |
| 2024 | CVPR | MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception. | Yiran Qin, Enshen Zhou, Qichang Liu, Zhenfei Yin, Lu Sheng, Ruimao Zhang, Yu Qiao, Jing Shao |
| 2024 | ECCV | Depicting Beyond Scores: Advancing Image Quality Assessment Through Multi-modal Language Models. | Zhiyuan You, Zheyuan Li, Jinjin Gu, Zhenfei Yin, Tianfan Xue, Chao Dong |
| 2024 | ICLR | Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE. | Zeren Chen, Ziqin Wang, Zhen Wang, Huayang Liu, Zhenfei Yin, Si Liu, Lu Sheng, Wanli Ouyang, Jing Shao |
| 2022 | ECCV | X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation. | Yinan He, Gengshi Huang, Siyu Chen, Jianing Teng, Kun Wang, Zhenfei Yin, Lu Sheng, Ziwei Liu, Yu Qiao, Jing Shao |
| 2022 | ECCV | Benchmarking Omni-Vision Representation Through the Lens of Visual Realms. | Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu |
| 2020 | ECCV | CelebA-Spoof: Large-Scale Face Anti-spoofing Dataset with Rich Annotations. | Yuanhan Zhang, Zhenfei Yin, Yidong Li, Guojun Yin, Junjie Yan, Jing Shao, Ziwei Liu |