Guangtao Zeng

Joined

November 2021

Names

Guangtao Zeng (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Singapore University of Technology and Design (sutd.edu.sg)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2025

Expertise

NLP

2021 – 2023

Publications

Scaling up Masked Diffusion Models on Text
Shen Nie, Fengqi Zhu, Chao Du, Tianyu Pang, Qian Liu, Guangtao Zeng, Min Lin, Chongxuan Li
- OpenReview Archive Direct Upload
- Readers: Everyone
Tailored Primitive Initialization is the Secret Key to Reinforcement Learning
Yihang Yao, Guangtao Zeng, Raina Wu, Yang Zhang, Ding Zhao, Zhang-Wei Hong, Chuang Gan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BOAD: Discovering Hierarchical Software Engineering Agents via Bandit Optimization
Iris Xu, Guangtao Zeng, Zexue He, Charles Jin, Aldo Pareja, Dan Gutfreund, Chuang Gan, Zhang-Wei Hong
- ICLR 2026 Poster
- Readers: Everyone
EvoScale: Evolutionary Test-Time Scaling for Software Engineering
Guangtao Zeng, Maohao Shen, Delin Chen, Zhenting Qi, Subhro Das, Dan Gutfreund, David Daniel Cox, Gregory W. Wornell, Wei Lu, Zhang-Wei Hong, Chuang Gan
- Submitted to ICLR 2026
- Readers: Everyone
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers
Xingyue Huang, Rishabh, Gregor Franke, Ziyi Yang, Jiamu Bai, Weijie Bai, Jinhe Bi, Zifeng Ding, Yiqun Duan, Chengyu Fan, Wendong Fan, Xin Gao, Ruohao Guo, Yuan He, Yicheng He, Xianglong Hu, Neil Johnson, Bowen Li, Fangru Lin, Siyu Lin et al. (26 additional authors not shown)
- LAW
- Readers: Everyone
Long Context Transfer from Language to Vision
Peiyuan Zhang, Kaichen Zhang, Bo Li, Guangtao Zeng, Jingkang Yang, Yuanhan Zhang, Ziyue Wang, Haoran Tan, Chunyuan Li, Ziwei Liu
- Accepted by TMLR
- Readers: Everyone
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
Maohao Shen, Guangtao Zeng, Zhenting Qi, Zhang-Wei Hong, Zhenfang Chen, Wei Lu, Gregory W. Wornell, Subhro Das, David Daniel Cox, Chuang Gan
- ICML 2025 poster
- Readers: Everyone
EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning
Dong HUANG, Guangtao Zeng, Jianbo Dai, Meng Luo, Han Weng, Yuhao QING, Heming Cui, Zhijiang Guo, Jie Zhang
- ICML 2025 poster
- Readers: Everyone
One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning
Guangtao Zeng, Peiyuan Zhang, Wei Lu
- OpenReview Archive Direct Upload
- Readers: Everyone
TinyLlama: An Open-Source Small Language Model
Peiyuan Zhang, Guangtao Zeng, Tianduo Wang, Wei Lu
- Arxiv
- Readers: Everyone

View all 21 publications

Co-Authors

View all 139 co-authors