Da Zheng

Researcher, Ant Group

Joined

July 2022

Names

Da Zheng (Preferred)

Emails

****@amazon.com (Confirmed)

****@gmail.com (Confirmed)

****@antgroup.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Ant Group (antgroup.com)

2024 – Present

Researcher

Amazon (amazon.com)

2017 – 2024

Postdoc

Department of Computer Science, Whiting School of Engineering (cs.jhu.edu)

2016 – 2017

PhD student

Department of Computer Science, Whiting School of Engineering (cs.jhu.edu)

2010 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

LLM agents

2024 – 2025

Graph Neural Networks

2018 – 2024

Deep learning systems

2017 – 2022

Publications

EvolProver: Advancing Automated theorem proving by Evolving Formalized Problems via Symmetry and Difficulty
Yuchen Tian, Ruiyuan Huang, WANG XUANWU, Jing Ma, Zengfeng Huang, Ziyang Luo, Hongzhan Lin, Da Zheng, Lun Du
- ICLR 2026 Poster
- Readers: Everyone
Hierarchy Decoding: A Training-free Parallel Decoding Strategy for Diffusion Large Language Models
Xiaojing Qi, Lun Du, Xinyuan Zhang, Lanning Wei, Tao Jin, Da Zheng
- ICLR 2026 Poster
- Readers: Everyone
RefP2C: Reflective Paper-to-Code Development Enabled by Fine-Grained Verification
Mingyang Zhou, Quanming Yao, Lun Du, Lanning Wei, Da Zheng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
InnoGym: Benchmarking the Innovation Potential of AI Agents
Jintian Zhang, Kewei Xu, Jingsheng Zheng, Zhuoyun Yu, Yuqi Zhu, Yujie Luo, Lanning Wei, Shuofei Qiao, Lun Du, Da Zheng, Shumin Deng, Huajun Chen, Ningyu Zhang
- ICLR 2026 Poster
- Readers: Everyone
GREPO: A Benchmark for Graph Neural Networks on Repository-Level Bug Localization
Juntong Wang, Shijia Kang, Xiyuan Wang, Haotong Yang, Da Zheng, Muhan Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective
Mengfan Liu, Da Zheng, Junwei Su, Chuan Wu
- ICLR 2026 Poster
- Readers: Everyone
LightThinker: Thinking Step-by-Step Compression
Jintian Zhang, Yuqi Zhu, Mengshu Sun, Yujie Luo, Shuofei Qiao, Lun Du, Da Zheng, Huajun Chen, Ningyu Zhang
- CoRR 2025
- Readers: Everyone
TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting
Zonghan Wu, Da Zheng, Shirui Pan, Quan Gan, Guodong Long, George Karypis
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone
NetInfoF Framework: Measuring and Exploiting Network Usable Information
Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos
- ICLR 2024
- Readers: Everyone
GraphStorm: all-in-one graph machine learning framework for industry applications
Da Zheng, Xiang Song, Qi Zhu, Jiani Zhang, Theodore Vasiloudis, Runjie Ma, Houyu Zhang, Zichen Wang, Soji Adeshina, Israt Nisa, Alejandro Mottini, Qingjun Cui, Huzefa Rangwala, Belinda Zeng, Christos Faloutsos, George Karypis
- CoRR 2024
- Readers: Everyone

View all 76 publications

Co-Authors

View all 164 co-authors