Daocheng Fu

PhD student, Fudan University

Joined

September 2023

Names

Daocheng Fu (Preferred)

Emails

****@pjlab.org.cn (Confirmed)

****@m.fudan.edu.cn (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

Fudan University (fudan.edu.cn)

2024 – 2028

Researcher

Shanghai Artificial Intelligence Laboratory (shlab.org.cn)

2022 – 2024

MS student

Beijing University of Aeronautics and Astronautics (buaa.edu.cn)

2019 – 2022

Undergrad student

Beijing University of Aeronautics and Astronautics (buaa.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Yu Qiao

2024 – 2028

PhD Advisor

Botian Shi

2024 – 2028

Expertise

Multi-modal Large Language Models

2024 – Present

Datasets and Benchmark

2024 – Present

Autonomous Driving

2022 – Present

Simulation

2019 – Present

Publications

The Agent's First Day: Benchmarking Learning, Exploration, and Scheduling in the Workplace Scenarios
Daocheng Fu, Jianbiao Mei, Rong Wu, Xuemeng Yang, Jia Xu, Yufan Shen, Ding Wang, Pinlong Cai, Yong Liu, Licheng Wen, Botian Shi
- LLA 2026 Poster
- Readers: Everyone
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
Cheng Yang, Xuemeng Yang, Licheng Wen, Daocheng Fu, Jianbiao Mei, Rong Wu, Pinlong Cai, Yufan Shen, Nianchen Deng, Jia Xu, Botian Shi, Yu Qiao, Haifeng Li
- LLA 2026 Poster
- Readers: Everyone
MM-Eureka: Toward Stable Multimodal Reasoning via Rule-based Reinforcement Learning with Policy Drift Control
Fanqing Meng, Lingxiao Du, Zongkai Liu, Zhixiang Zhou, Quanfeng Lu, Tiancheng Han, Daocheng Fu, Kaipeng Zhang, Ping Luo, Yu Qiao, Jiaheng Zhang, Michael Qizhe Shieh, Qiaosheng Zhang, Wenqi Shao
- Accepted by TMLR
- Readers: Everyone
EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
Rong Wu, Xiaoman Wang, Jianbiao Mei, Pinlong Cai, Daocheng Fu, Cheng Yang, Licheng Wen, Xuemeng Yang, Yufan Shen, Yuxin Wang, Botian Shi
- Submitted to ICLR 2026
- Readers: Everyone
GeoBench: Rethinking Multimodal Geometric Problem-Solving via Hierarchical Evaluation
Yuan Feng, Yue Yang, Xiaohan He, Jiatong Zhao, Jianlong Chen, Daocheng Fu, Qi Liu, Renqiu Xia, Bo Zhang, Junchi Yan
- ICLR 2026 Poster
- Readers: Everyone
MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning
Fanqing Meng, Lingxiao Du, Zongkai Liu, Zhixiang Zhou, Quanfeng Lu, Daocheng Fu, Tiancheng Han, Botian Shi, Ping Luo, Kaipeng Zhang, Yu Qiao, Qiaosheng Zhang, Wenqi Shao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
Cheng Yang, Xuemeng Yang, Licheng Wen, Daocheng Fu, Jianbiao Mei, Rong Wu, Pinlong Cai, Yufan Shen, Nianchen Deng, Botian Shi, Yu Qiao, Haifeng Li
- Submitted to ICLR 2026
- Readers: Everyone
RE-Searcher: Robust Agentic Search via Goal-oriented Planning and Self-reflection
Daocheng Fu, Jianbiao Mei, Licheng Wen, Xuemeng Yang, Cheng Yang, Rong Wu, Tao Hu, Siqi Li, Yufan Shen, Xinyu Cai, Pinlong Cai, Botian Shi, Yong Liu, Yu Qiao
- Submitted to ICLR 2026
- Readers: Everyone
IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video?
Yang Chen, Minghao Liu, Yufan Shen, Yunwen Li, Tianyuan Huang, Xinyu Fang, Tianyu Zheng, Wenxuan Huang, Cheng Yang, Licheng Wen, Xuemeng Yang, Daocheng Fu, Jianbiao Mei, Rong Wu, Song Mao, Qunshu Lin, Zhi Yu, Yongliang Shen, Yu Qiao, Botian Shi
- ICLR 2026 Poster
- Readers: Everyone
DocGenome: A Large Benchmark for Multi-Modal Language Models in Real-World Academic Document Understanding
Renqiu Xia, Song Mao, Xiangchao Yan, Hongbin Zhou, Bo Zhang, Haoyang Peng, Jiahao Pi, Daocheng Fu, Wenjie Wu, Hancheng Ye, Shiyang Feng, Mingsheng Li, Bin Wang, Chao Xu, Conghui He, Pinlong Cai, Min Dou, Botian Shi, Sheng Zhou, Yongwei Wang et al. (4 additional authors not shown)
- Submitted to ICLR 2025
- Readers: Everyone

View all 14 publications

Co-Authors

View all 82 co-authors