哈尔滨工业大学（深圳）计算机科学与技术专业在读博士生，研究兴趣主要在自然语言处理、大语言模型、代码智能。
教育经历
- 2024.03 - 至今, 博士生, 计算机科学与技术, 哈尔滨工业大学（深圳）, 导师: 张梅山、张民.
- 2020.08 - 2023.01, 硕士, 软件工程, 天津大学, 导师: 张梅山.
- 2016.08 - 2020.06, 学士, 软件工程, 天津大学.
研究经历
- 2026.09, 研究实习生, 中国电信集团人工智能研究院.
- 2026.07 - 2026.09, 研究实习生, 华为.
- 2024.08 - 2025.08, 研究实习生, 中国电信集团人工智能研究院.
- 2023.01 - 2024.03, 科研助理, 西湖大学, 导师: 张岳.
- 2021.10 - 2022.05, 实习生, 阿里巴巴集团达摩院.
论文
- Simple Test-Time Refinement for Plot-to-Code Generation via Visual-Code Diagnostics.
Peiming Guo, Jinpeng Huang, Yangbin Sun, GaoXiong Cao, Ensheng Shi, Yuchi Ma, Yu Zhang, Meishan Zhang, Baotian Hu, Min Zhang.
The Fortieth Annual Conference on Neural Information Processing Systems, 2026.
- CVeDRL: An Efficient Code Verifier via Difficulty-aware Reinforcement Learning.
Ji Shi*, Peiming Guo*, Meishan Zhang, Miao Zhang, Xuebo Liu, Min Zhang, Weili Guan.
Findings of the Association for Computational Linguistics: EMNLP 2026, 2026.
- Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing.
Peiming Guo, Meishan Zhang, Jianling Li, Min Zhang, Yue Zhang.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 2025.
- An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation.
Peiming Guo, Sinuo Liu, Yanzhao Zhang, Dingkun Long, Pengju Xie, Meishan Zhang, Min Zhang.
IEEE International Conference on Multimedia & Expo, 2025.
- Complex Open Information Extraction with Heterogeneous Syntax Forests.
Meishan Zhang, Peiming Guo, Hao Fei, Min Zhang.
Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, 2025.
- Cross-domain Constituency Parsing by Leveraging Heterogeneous Data.
Peiming Guo, Meishan Zhang, Yulong Chen, Jianling Li, Min Zhang, Yue Zhang.
Journal of Artificial Intelligence Research, 2025.
- LLM-enhanced Self-training for Cross-domain Constituency Parsing.
Jianling Li, Meishan Zhang, Peiming Guo, Min Zhang, Yue Zhang.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023.
- Fine-Grained Domain Adaptation for Chinese Syntactic Processing.
Meishan Zhang, Peiming Guo, Peijie Jiang, Dingkun Long, Yueheng Sun, Guangwei Xu, Pengjun Xie, Min Zhang.
Transactions on Asian and Low-Resource Language Information Processing, 2023.
- Curriculum-Style Fine-Grained Adaption for Unsupervised Cross-Lingual Dependency Transfer.
Peiming Guo, Shen Huang, Peijie Jiang, Yueheng Sun, Meishan Zhang, Min Zhang.
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023.
学术活动
- 审稿：ARR 2024-2026、EMNLP 2024-2026、ACL 2025-2026、ICME 2025.