Daya Guo

Joined

September 2020

Names

Daya Guo (Preferred)

Emails

****@mail2.sysu.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2023 – 2025

PhD student

SUN YAT-SEN UNIVERSITY, Tsinghua University (sysu.edu.cn)

2018 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction
Junlong Li, Daya Guo, Dejian Yang, Runxin Xu, Yu Wu, Junxian He
- ICML 2025 oral
- Readers: Everyone
Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
Huajian Xin, Daya Guo, Zhihong Shao, Z.Z. Ren, Qihao Zhu, Bo Liu, Chong Ruan, Wenda Li, Xiaodan Liang
- MATH-AI 24
- Readers: Everyone
Noisy Pair Corrector for Dense Retrieval
Hang Zhang, Yeyun Gong, Xingwei He, Dayiheng Liu, Daya Guo, Jiancheng Lv, Jian Guo
- EMNLP 2023 Findings
- Readers: Everyone
Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data
Canwen Xu, Daya Guo, Nan Duan, Julian McAuley
- EMNLP 2023 Main
- Readers: Everyone
LongCoder: A Long-Range Pre-trained Language Model for Code Completion
Daya Guo, Canwen Xu, Nan Duan, Jian Yin, Julian McAuley
- ICML 2023 Poster
- Readers: Everyone
Learning to Complete Code with Sketches
Daya Guo, Alexey Svyatkovskiy, Jian Yin, Nan Duan, Marc Brockschmidt, Miltiadis Allamanis
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin Clement, Dawn Drain, Daxin Jiang, Duyu Tang, Ge Li, Lidong Zhou, Linjun Shou, Long Zhou, Michele Tufano, MING GONG, Ming Zhou, Nan Duan, Neel Sundaresan, Shao Kun Deng et al. (2 additional authors not shown)
- Published: 29 Jul 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
- Readers: Everyone
GraphCodeBERT: Pre-training Code Representations with Data Flow
Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie LIU, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone

Co-Authors

View all 46 co-authors