Meng Cao

Postdoc, Mohamed bin Zayed University of Artificial Intelligence

Joined

February 2020

Names

Meng Cao (Preferred)

Emails

****@pku.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@mbzuai.ac.ae (Confirmed)

Personal Links

Career & Education History

Postdoc

Mohamed bin Zayed University of Artificial Intelligence (mbzuai.ac.ae)

2023 – Present

PhD student

Peking University (pku.edu.cn)

2018 – 2023

Undergrad student

Huazhong University of Science and Technology (hust.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

Coauthor

Ge Zhang

2024 – 2026

Coauthor

Long Chen

2020 – 2023

Coauthor

Mike Shou Zhen

2020 – 2023

PhD Advisor

Yuexian Zou

2018 – 2023

Expertise

large vision language model

2022 – 2024

video undserstanding

multi-modal analysis

2018 – 2023

Publications

COLT: Enhancing Video Large Language Models with Continual Tool Usage
Yuyang Liu, Meng Cao, Xinyuan Shi, Xiaodan Liang
- Accepted by TMLR
- Readers: Everyone
Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos
Meng Cao, Haoran Tang, Haoze Zhao, Mingfei Han, Ruyang Liu, Qiang Sun, Xiaojun Chang, Ian Reid, Xiaodan Liang
- Accepted by TMLR
- Readers: Everyone
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese
Peilin Zhou, Junling Liu, Xiang Ying, Can Zhang, Yifan Shao, Qichen Ye, Dading Chong, Zhiling Jin, Chenxuan Xie, Meng Cao, Yuxin Gu, Sixin Hong, Jing Ren, Jian Chen, Chao Liu, Yining Hua, Sunghun Kim
- Submitted to ICLR 2026
- Readers: Everyone
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
David Ma, Huaqing Yuan, Xingjian Wang, Qianbo Zang, Tianci Liu, Xinyang He, Yanbin Wei, Jiawei Guo, nijiahui, Zhenzhu Yang, Meng Cao, Shanghaoran Quan, Yizhi LI, Wangchunshu Zhou, Jiaheng Liu, Wenhao Huang, Ge Zhang, Shiwen Ni, Xiaojie Jin
- ICLR 2026 Poster
- Readers: Everyone
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs
David Ma, Yuanxing Zhang, JinCheng Ren, Jiawei Guo, Yifan Yao, Zhenlin Wei, Zhenzhu Yang, Zhongyuan Peng, Boyu Feng, Jun Ma, 顾潇, King Zhu, Zhoufutu Wen, Yancheng He, Meng Cao, Wangchunshu Zhou, Shiwen Ni, Jiaheng Liu, Wenhao Huang, Ge Zhang et al. (1 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
C2-Evo: Co-Evolving Multimodal Data and Model for Self-Improving Reasoning
Xiuwei Chen, Wentao Hu, Hanhui Li, Jun Zhou, Zisheng Chen, Meng Cao, Yihan Zeng, Kui Zhang, Yu-Jie Yuan, Jianhua Han, Hang Xu, Xiaodan Liang
- Submitted to ICLR 2026
- Readers: Everyone
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
Xeron Du, Yifan Yao, Kaijing Ma, Bingli Wang, Tianyu Zheng, King Zhu, Minghao Liu, Yiming Liang, Xiaolong Jin, Zhenlin Wei, Chujie Zheng, Kaixin Deng, Shuyue Guo, Shian Jia, Sichao Jiang, Yiyan Liao, Rui Li, Qinrui Li, Sirun Li, Yizhi LI et al. (75 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly
Liang Ma, Jiajun Wen, Min Lin, Rongtao Xu, Xiwen Liang, Bingqian Lin, Jun Ma, Yongxin Wang, Ziming Wei, Haokun Lin, Mingfei Han, Meng Cao, Bokui Chen, Ivan Laptev, Xiaodan Liang
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Cross-Modal Conditioned Reconstruction for Language-Guided Medical Image Segmentation
Xiaoshuang Huang, Hongxiang Li, Meng Cao, Long Chen, Chenyu You, Dong An
- IEEE Trans. Medical Imaging 2025
- Readers: Everyone
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter
Meng Cao, Haoran Tang, Jinfa Huang, Jinpeng Li, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, Ge Li
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 51 publications

Co-Authors

View all 262 co-authors