Zhicheng Zhong

Full Professor, Physics, University of Science and Technology of China

Joined

August 2025

Names

Zhicheng Zhong (Preferred)

Emails

****@ustc.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

Physics, University of Science and Technology of China (ustc.edu.cn)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Model–Data Coevolution as the Basis of Stateful, Problem-Scoped Materials Databases
Fengyu Xie, Ruoyu Wang, Taoyuze Lv, Yuxiang Gao, Hongyu Wu, Zhicheng Zhong
- AI4X-AC 2026 Poster
- Readers: Everyone
Pre-training, fine-tuning, and distillation (PFD): Automatically generating machine learning force fields from universal models
Ruoyu Wang, Yuxiang Gao, Hongyu Wu, Zhicheng Zhong
- AI4X-AC 2026 Poster
- Readers: Everyone
AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Crystalline Materials
Taoyuze Lv, Alexander Chen, Fengyu Xie, Chu Wu, Jeffrey Meng, Dongzhan Zhou, Yingheng Wang, Bram Hoex, Zhicheng Zhong, Tong Xie
- AI4X-AC 2026 Poster
- Readers: Everyone
AtomWorld: Benchmarking Spatial Reasoning in Large Language Models on Crystalline Materials
Taoyuze Lv, Alexander Chen, Fengyu Xie, Jeffrey Meng, Dongzhan Zhou, Bram Hoex, Zhicheng Zhong, Tong Xie
- Submitted to ICLR 2026
- Readers: Everyone
Benchmarking LLMs for atomic-level geometric manipulation in crystals
Taoyuze Lv, Alexander Chen, Fengyu Xie, Jeffrey Meng, Yingheng Wang, Bram Hoex, Zhicheng Zhong, Tong Xie
- AI4Mat-NeurIPS-2025 Poster
- Readers: Everyone
Benchmarking LLMs for atomic-level geometric manipulation in crystals
Taoyuze Lv, Alexander Chen, Fengyu Xie, Yingheng Wang, Jeffrey Meng, Bram Hoex, Zhicheng Zhong, Tong Xie
- NeurIPS2025-AI4Science Poster
- Readers: Everyone

Co-Authors