Pinlong Cai

Researcher, Frontier Discovery Center, Shanghai Artificial Intelligence Laboratory

Joined

September 2023

Names

Pinlong Cai (Preferred)

Emails

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

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Frontier Discovery Center, Shanghai Artificial Intelligence Laboratory (pjlab.org.cn)

2021 – Present

Advisors, Relations & Conflicts

Coauthor

Licheng Wen

2022 – Present

Expertise

Autonomous Vehicle

2017 – Present

Artificial Intelligence

2013 – Present

Transportation

2009 – 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
GDI-Bench: A Benchmark for General Document Intelligence with Vision and Reasoning Decoupling
Siqi Li, Yufan Shen, Xiangnan Chen, Jiayi Chen, Hengwei Ju, Haodong Duan, Song Mao, Hongbin Zhou, Bo Zhang, Bin Fu, Pinlong Cai, Licheng Wen, Botian Shi, Xinyu Cai, Yong Liu, Yu Qiao
- Submitted to ICLR 2026
- 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
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
Investigating Redundancy in Multimodal Large Language Models with Multiple Vision Encoders
Yizhou Wang, Song Mao, Yang Chen, Yufan Shen, Pinlong Cai, Ding Wang, Guohang Yan, Zhi Yu, Yinqiao Yan, Xuming Hu, Botian Shi
- ICLR 2026 Poster
- Readers: Everyone
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
Qingyun Li, Zhe Chen, Weiyun Wang, Wenhai Wang, Shenglong Ye, Zhenjiang Jin, Guanzhou Chen, Yinan He, Zhangwei Gao, Erfei Cui, Jiashuo Yu, Hao Tian, Jiasheng Zhou, Chao Xu, Bin Wang, Xingjian Wei, Wei Li, Wenjian Zhang, Bo Zhang, Pinlong Cai et al. (18 additional authors not shown)
- ICLR 2025 Spotlight
- 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
DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving
Xuemeng Yang, Licheng Wen, Tiantian Wei, Yukai Ma, Jianbiao Mei, Xin Li, Wenjie Lei, Daocheng Fu, Xing Gao, Pinlong Cai, Tao MA, Min Dou, Hongsheng Li, Liang He, Yong Liu, Botian Shi
- Submitted to ICLR 2025
- Readers: Everyone

View all 13 publications

Co-Authors

View all 93 co-authors