Binyuan Hui

Researcher, Alibaba Group

Joined

February 2020

Names

Binyuan Hui (Preferred)

Emails

****@gmail.com (Confirmed)

****@alibaba-inc.com (Confirmed)

Personal Links

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Large Language Models

2020 – Present

Text-to-SQL Parsings

2019 – Present

Pretrained Models

2019 – Present

Publications

Reinforcement Learning for Symbolic Graphics Code with Visual Feedback
Jiaxi Yang, Lei Zhang, Zeyu Cui, Jiajun Zhang, Jian Yang, Junyang Lin, Binyuan Hui, Min Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution
Terry Yue Zhuo, Xiaolong Jin, Hange Liu, Juyong Jiang, Tianyang Liu, Chen GONG, Bhupesh Bishnoi, Vaisakhi Mishra, Marek Suppa, Noah Ziems, Saiteja Utpala, Ming Xu, Guangyu Song, Kaixin Li, Yuhan Cao, Bo Liu, Zheng Liu, Sabina Abdurakhmanova, Wenhao Yu, Mengzhao Jia et al. (20 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
Nan Huo, Xiaohan Xu, Jinyang Li, Per Jacobsson, Shipei Lin, Bowen Qin, Binyuan Hui, Xiaolong Li, Ge Qu, Shuzheng Si, Linheng Han, Edward Alexander, Xintong Zhu, Rui Qin, Ruihan Yu, Yiyao Jin, Feige Zhou, Weihao Zhong, Yun Chen, Hongyu Liu et al. (4 additional authors not shown)
- ICLR 2026 Oral
- Readers: Everyone
MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era
Lei Zhang, Mouxiang Chen, Ruisheng Cao, Jiawei Chen, Fan Zhou, Yiheng Xu, Jiaxi Yang, Liang Chen, Changwei Luo, Kai Zhang, Fan Yan, KaShun SHUM, Jiajun Zhang, Zeyu Cui, Hu feng, Junyang Lin, Binyuan Hui, Min Yang
- Submitted to ICLR 2026
- Readers: Everyone
SWE-RM: Execution-free Feedback for Software Engineering Agents
KaShun SHUM, Binyuan Hui, Jiawei Chen, Lei Zhang, X. W., Jiaxi Yang, Yuzhen Huang, Junyang Lin, Junxian He
- ICLR 2026 Poster
- Readers: Everyone
VideoAgentTrek: Computer-Use Pretraining from Unlabeled Videos
Dunjie Lu, Yiheng Xu, Junli Wang, Haoyuan Wu, Xinyuan Wang, Zekun Wang, Junlin Yang, Hongjin SU, Jixuan Chen, Junda Chen, Yuchen Mao, Junyang Lin, Binyuan Hui, Tao Yu
- ICLR 2026 Poster
- Readers: Everyone
WorldPM: Understanding Scaling Patterns in Human Preference Modeling
Binghai Wang, Runji Lin, Keming Lu, Le Yu, Zhenru Zhang, Fei Huang, Chujie Zheng, Kai Dang, Yang Fan, Xingzhang Ren, An Yang, Binyuan Hui, Dayiheng Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Bowen Yu, Jingren Zhou, Junyang Lin
- Submitted to ICLR 2026
- Readers: Everyone
C$^3$-Bench: Evaluating and Achieving Controllable Code Completion in Code LLM
Jiajun Zhang, Zeyu Cui, Lei Zhang, Jiaxi Yang, Qiang Liu, Zilei Wang, Binyuan Hui, Liang Wang, Junyang Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PlotCraft: Pushing the Limits of LLMs for Complex and Interactive Data Visualization
Jiajun Zhang, Jianke Zhang, Zeyu Cui, Jiaxi Yang, Lei Zhang, Binyuan Hui, Qiang Liu, Zilei Wang, Liang Wang, Junyang Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
Jinyang Li, Xiaolong Li, Ge Qu, Per Jacobsson, Bowen Qin, Binyuan Hui, Shuzheng Si, Nan Huo, Xiaohan Xu, Yue Zhang, Ziwei Tang, Yuanshuai Li, Florensia Widjaja, Xintong Zhu, Feige Zhou, Yongfeng Huang, Yannis Papakonstantinou, Fatma Ozcan, Chenhao Ma, Reynold Cheng
- NeurIPS 2025 poster
- Readers: Everyone

View all 51 publications

Co-Authors

View all 311 co-authors