Yanchen Deng

Postdoc, Nanyang Technological University

Joined

May 2022

Names

Yanchen Deng (Preferred)

Emails

****@ntu.edu.sg (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Postdoc

Nanyang Technological University (ntu.edu.sg)

2024 – Present

PhD student

Nanyang Technological University (ntu.edu.sg)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

MatSeek: An Automated Knowledge-Driven Framework for Materials Research
Jianguo Huang, Yuhao Lu, Yanchen Deng, Chendong Zhao, Penghui Yang, Zhonghan Zhang, Yixuan Li, yushan xiao, Cuntai Guan, Bijun Tang, Xinrun Wang, Zheng Liu, Bo An
- AI4X-AC 2026 Poster
- Readers: Everyone
MatSeek: An Automated Knowledge-Driven Framework for Materials Research
Jianguo Huang, Yuhao Lu, Yanchen Deng, Chendong Zhao, Penghui Yang, Zhonghan Zhang, Yixuan Li, yushan xiao, Cuntai Guan, Bijun Tang, Xinrun Wang, Zheng Liu, Bo An
- AI4Mat-ICLR-2026 Poster
- Readers: Everyone
Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs
Chang Yang, Ruiyu Wang, Junzhe Jiang, Qi Jiang, Qinggang Zhang, Yanchen Deng, Shuxin Li, Shuyue Hu, Bo Li, Florian T. Pokorny, Xiao Huang, Xinrun Wang
- Accepted by TMLR
- Readers: Everyone
Uncertainty-Aware Tree Search for Efficient LLM Reasoning
Jianguo Huang, Zhiyi Lyu, Fuxiang Zhang, Yanchen Deng, Deheng Ye, Bo An
- Submitted to ICLR 2026
- Readers: Everyone
Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs
Chang Yang, Ruiyu Wang, Junzhe Jiang, Qi Jiang, Qinggang Zhang, Yanchen Deng, Shuxin Li, Shuyue Hu, Bo Li, Florian T. Pokorny, Xiao Huang, Xinrun Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization
Yanchen Deng, Xinrun Wang, Bo An
- CoRR 2025
- Readers: Everyone
Collab-Solver: Collaborative Solving Policy Learning for Mixed-Integer Linear Programming
Siyuan Li, Yifan Yu, Yanchen Deng, Zhihao Zhang, Mengjing Chen, Fangzhou Zhu, Tao Zhong, Jianye Hao, Peng Liu, Bo An
- CoRR 2025
- Readers: Everyone
Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs
Zhiyi Lyu, Jianguo Huang, Yanchen Deng, Steven Hoi, Bo An
- CoRR 2025
- Readers: Everyone
AutoMAT: A Hierarchical Framework for Autonomous Alloy Discovery
Penghui Yang, Chendong Zhao, Bijun Tang, Zhonghan Zhang, Xinrun Wang, Yanchen Deng, Yuhao Lu, Cuntai Guan, Zheng Liu, Bo An
- CoRR 2025
- Readers: Everyone
Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs
Zhiyi Lyu, Jianguo Huang, Yanchen Deng, Steven Hoi, Bo An
- NeurIPS 2025 poster
- Readers: Everyone

View all 39 publications

Co-Authors

View all 64 co-authors