Yihong Dong

PhD student, Peking University

Joined

May 2021

Names

Yihong Dong (Preferred)

Emails

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

****@gmail.com (Confirmed)

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

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Peking University (pku.edu.cn)

2022 – 2026

MS student

Tongji University (tongji.edu.cn)

2019 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Foundational Model Architecture

2023 – 2026

Code Generation

2022 – 2026

Publications

Specification-Guided Vulnerability Detection with Large Language Models
Hao Zhu, Jia Li, Cuiyun Gao, Jiaru Qian, Yihong Dong, Huanyu Liu, Lecheng Wang, Ziliang Wang, XiaoLong Hu, Ge Li
- CoRR 2025
- Readers: Everyone
Detecting Data Contamination from Reinforcement Learning Post-training for Large Language Models
Yongding Tao, Tian Wang, Yihong Dong, Huanyu Liu, Kechi Zhang, XiaoLong Hu, Ge Li
- CoRR 2025
- Readers: Everyone
Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model
Yihong Dong, Zhaoyu Ma, Xue Jiang, Zhiyuan Fan, Jiaru Qian, Yongmin Li, Jianha Xiao, Zhi Jin, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li, Ge Li
- CoRR 2025
- Readers: Everyone
CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment
Xue Jiang, Yihong Dong, Mengyang Liu, Hongyi Deng, Tian Wang, Yongding Tao, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Fei Huang, Yongbin Li, Ge Li
- CoRR 2025
- Readers: Everyone
PSC: Efficient Grammar-Constrained Decoding via Parser Stack Classification
Yongmin Li, Yihong Dong, Jia Li, Ge Li
- Submitted to ICLR 2026
- Readers: Everyone
Detecting Data Contamination from Reinforcement Learning Post-training for Large Language Models
Yongding Tao, Tian Wang, Yihong Dong, Huanyu Liu, Kechi Zhang, Hu XiaoLong, Ge Li
- ICLR 2026 Poster
- Readers: Everyone
EvoCoT: Overcoming the Exploration Bottleneck in Reinforcement Learning for LLMs
Huanyu Liu, Jia Li, Chang Yu, Taozhi Chen, Yihong Dong, Lecheng Wang, Yongding Tao, Hu XiaoLong, Ge Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Benchmarking Large Language Model Benchmarks: Popular Benchmarks vs. Human Perception
Lecheng Wang, Yiyang Liu, Yihong Dong, Xin Yan, Ruohan Xu, Huanyu Liu, Zheng Fang, Ge Li, Wenpin Jiao, Hu XiaoLong
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
A Survey on Code Generation with LLM-based Agents
Yihong Dong, Xue Jiang, Jiaru Qian, Tian Wang, Kechi Zhang, Zhi Jin, Ge Li
- CoRR 2025
- Readers: Everyone
EvoCoT: Overcoming the Exploration Bottleneck in Reinforcement Learning
Huanyu Liu, Jia Li, Chang Yu, Taozhi Chen, Yihong Dong, Lecheng Wang, XiaoLong Hu, Ge Li
- CoRR 2025
- Readers: Everyone

View all 74 publications

Co-Authors

View all 94 co-authors