xin chen

Joined

January 2025

Names

xin chen (Preferred)

Emails

****@szlab.ac.cn (Confirmed)

Personal Links

Career & Education History

Principal Researcher

suzhou laboratory (szlab.ac.cn)

2023 – 2025

PhD student

chemistry, Stanford University (stanford.edu)

1999 – 2005

Advisors, Relations & Conflicts

Postdoc Advisor

George Whitesides

2008 – 2011

Expertise

AI for Materials

2016 – 2025

Material Informatics

2015 – 2025

Publications

ChemDFM-R: A Chemical Reasoning LLM Enhanced with Atomized Chemical Knowledge
Zihan Zhao, Bo Chen, Ziping Wan, Lu Chen, Xuanze Lin, Shiyang Yu, Situo Zhang, Da Ma, Zichen Zhu, Danyang Zhang, Huayang Wang, Zhongyang Dai, Liyang Wen, xin chen, Kai Yu
- Submitted to ICLR 2026
- Readers: Everyone
Finding Harmony in Chemical Data: Hierarchical and Balanced multimodal Fusion for Reaction Yield Prediction
YuHan Li, Zekun Li, Jian Zhang, Yang Gao, Jing Ma, xin chen, Yinghuan Shi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CLUSMOL: CLUSTER-ASSISTED CONTRASTIVE LEARNING FOR MOLECULAR REPRESENTATIONS
Xingdi Wei, Chaijun Xu, Yu Zhang, Binglan Wu, xin chen
- Submitted to ICLR 2026
- Readers: Everyone
An Effective Machine Learning Frame for Materials Discovery Structured by a Chemical Concept
Yuanhui Sun, Austin Ellis, xin chen, Maosheng Miao
- AI4Mat-NeurIPS-2025 Poster
- Readers: Everyone
MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
Yang Han, Pengyu Wang, Kai Yu, xin chen, Lu Chen
- NeurIPS 2025 poster
- Readers: Everyone

Co-Authors

View all 29 co-authors