Tianhao Peng

Postdoc, CCDS, Nanyang Technological University

PhD student, School of Computer Science and Engineering, Beijing University of Aeronautics and Astronautics

Joined

January 2023

Names

Tianhao Peng (Preferred)

Emails

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

****@baidu.com (Confirmed)

****@stepfun.com (Confirmed)

Personal Links

Career & Education History

Postdoc

CCDS, Nanyang Technological University (ntu.edu.sg)

2026 – 2026

PhD student

School of Computer Science and Engineering, Beijing University of Aeronautics and Astronautics (buaa.edu.cn)

2020 – 2026

Advisors, Relations & Conflicts

Postdoc Advisor

Dacheng Tao

2026 – Present

PhD Advisor

wenjun wu

2021 – 2026

Expertise

Large Language Model

2024 – Present

Graph Data Mining

2021 – Present

Publications

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
Caorui Li, Yu Chen, Yiyan Ji, Jin Xu, Zhenyu Cui, Shihao Li, Yuanxing Zhang, Zhenghao Song, Dingling Zhang, Heying, Haoxiang Liu, Yuxuan Wang, Qiufeng Wang, Jiafu Tang, Zhenhe Wu, Jiehui Luo, Zhiyu Pan, Weihao Xie, Chenchen Zhang, Zhaohui Wang et al. (22 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
HiPO: Hybrid Policy Optimization for Dynamic Reasoning in LLMs
Ken Deng, Zizheng Zhan, wen xiang, Wenqiang Zhu, Tianhao Peng, Xinping Lei, Weihao Li, Xu jingxuan, Kun Wu, Yifan Yao, Haoyang Huang, Huaixi Tang, Kepeng Lei, Zhiyi Lai, Songwei Yu, Zongxian Feng, GAO Zuchen, Weihao Xie, Chenchen Zhang, Yanan Wu et al. (8 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving
Xiangru Tang, Tianrui Qin, Yanjun Shao, Ziyang Zhou, Jiapeng Chen, Tianhao Peng, Tingting Du, Peng Xia, Fang Wu, He Zhu, Jiaheng Liu, Xingyao Wang, Sirui Hong, Chenglin Wu, Hao Cheng, Chi Wang, Wangchunshu Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
Shilong Li, Xingyuan Bu, Wenjie Wang, Jiaheng Liu, Jun Dong, Haoyang He, Hao Lu, Haozhe Zhang, Chenchen Jing, Zhen Li, Chuanhao Li, Jiayi Tian, Chenchen Zhang, Tianhao Peng, Yancheng He, Jihao Gu, Yuanxing Zhang, Jian Yang, Ge Zhang, Wenhao Huang et al. (4 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MT-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal LLMs in Multi-Turn Dialogues
Yaning Pan, Zekun Moore Wang, Xie Qianqian, Yongqian Wen, Yuanxing Zhang, Guohui Zhang, 胡皓轩, Zhiyu Pan, Yibing Huang, Zhidong Gan, Yonghong Lin, An Ping, Tianhao Peng, Jiaheng Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
AGENT KB: A Hierarchical Memory Framework for Cross-Domain Agentic Problem Solving
Xiangru Tang, Tianrui Qin, Tianhao Peng, Ziyang Zhou, Yanjun Shao, Tingting Du, Xinming Wei, He Zhu, Ge Zhang, Jiaheng Liu, Xingyao Wang, Sirui Hong, Chenglin Wu, Wangchunshu Zhou
- CFAgentic @ ICML'25 Oral
- Readers: Everyone
MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs
Tianhao Peng, Haochen Wang, Yuanxing Zhang, Zekun Moore Wang, Zili Wang, Ge Zhang, Jian Yang, Shihao Li, Yanghai Wang, Xintao Wang, Houyi Li, Wei Ji, Pengfei Wan, Wenhao Huang, Zhaoxiang Zhang, Jiaheng Liu
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
ELAKT: Enhancing Locality for Attentive Knowledge Tracing
Yanjun Pu, Fang Liu, Rongye Shi, Haitao Yuan, Ruibo Chen, Tianhao Peng, Wenjun Wu
- ACM Trans. Inf. Syst. 2024
- Readers: Everyone
Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA
Qunbo Wang, Ruyi Ji, Tianhao Peng, Wenjun Wu, Zechao Li, Jing Liu
- ACL (1) 2024
- Readers: Everyone
GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy
Tianhao Peng, Wenjun Wu, Haitao Yuan, Zhifeng Bao, Zhao Pengrui, Xin Yu, Xuetao Lin, Yu Liang, Yanjun Pu
- ICDE 2024
- Readers: Everyone

View all 14 publications

Co-Authors

View all 124 co-authors