Haotong Yang

PhD student, Peking University

Joined

May 2022

Names

Haotong Yang (Preferred)

Emails

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

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Peking University (pku.edu.cn)

2021 – Present

Undergrad student

Peking University (pku.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Muhan Zhang

2021 – Present

PhD Advisor

Zhouchen Lin

2021 – Present

Expertise

knowledge graph

2021 – Present

large language model

2021 – Present

Publications

GL-Fusion: Rethinking the Combination of Graph Neural Network and Large Language model
Haotong Yang, Xiyuan Wang, Qian Tao, Shuxian Hu, Zhouchen Lin, Muhan Zhang
- Submitted to ICLR 2026
- Readers: Everyone
LIFT: Enhancing Long-Context Reasoning in Large Language Models via Long Input Fine-Tuning
Yansheng Mao, Yufei Xu, Jiaqi Li, Fanxu Meng, Haotong Yang, Zilong Zheng, Xiyuan Wang, Muhan Zhang
- Submitted to ICLR 2026
- Readers: Everyone
VACT: A Video Automatic Causal Testing System and a Benchmark
Haotong Yang, Yunjian Gao, Yongkun Yang, Qingyuan Zheng, Yansheng Mao, Yangbo He, Zhouchen Lin, Muhan Zhang
- Submitted to ICLR 2026
- Readers: Everyone
GREPO: A Benchmark for Graph Neural Networks on Repository-Level Bug Localization
Juntong Wang, Shijia Kang, Xiyuan Wang, Haotong Yang, Da Zheng, Muhan Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ProofRM: A Scalable Pipeline to Train a Generalized Math Proof Reward Model
Haotong Yang, Zitong Wang, Shijia Kang, Siqi Yang, Wenkai Yu, Xu Niu, Yike Sun, Yi Hu, Zhouchen Lin, Muhan Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs
Yi Hu, Shijia Kang, Haotong Yang, Haotian Xu, Muhan Zhang
- AI4Math@ICML25 Poster
- Readers: Everyone
LIFT: Improving Long Context Understanding of Large Language Models through Long Input Fine-Tuning
Yansheng Mao, Yufei Xu, Jiaqi Li, Fanxu Meng, Haotong Yang, Zilong Zheng, Xiyuan Wang, Muhan Zhang
- PUT at ICML 2025 Poster
- Readers: Everyone
Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs
Yi Hu, Shijia Kang, Haotong Yang, Haotian Xu, Muhan Zhang
- NeurIPS 2025 poster
- Readers: Everyone
VACT: A Video Automatic Causal Testing System and a Benchmark
Haotong Yang, Qingyuan Zheng, Yunjian Gao, Yongkun Yang, Yangbo He, Zhouchen Lin, Muhan Zhang
- SCSL @ ICLR 2025
- Readers: Everyone
GL-Fusion: Rethinking the Combination of Graph Neural Network and Large Language model
Haotong Yang, Xiyuan Wang, Qian Tao, Shuxian Hu, Zhouchen Lin, Muhan Zhang
- Submitted to ICLR 2025
- Readers: Everyone

View all 16 publications

Co-Authors

View all 26 co-authors