Hongxin Xiang

Intern, The Hong Kong University of Science and Technology (Guangzhou)

Joined

September 2022

Names

Hongxin Xiang (Preferred)

hongxin xiang

Emails

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

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Intern

The Hong Kong University of Science and Technology (Guangzhou) (hkust-gz.edu.cn)

2025 – Present

PhD student

Hunan University, Hunan University (hnu.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Xiangxiang Zeng

Present

Expertise

Drug Discovery

Present

Comuper Vision

Present

AI for Science

Present

Bioinformatics

Present

Publications

ReMol: A Chemical Reaction Knowledge-guided Self-supervised Molecular Image Representation Learning Framework
Zhixiang Cheng, Hongxin Xiang, Mingquan Liu, Li Zeng, Xiangxiang Zeng, Bosheng Song
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
An image-based protein–ligand binding representation learning framework via multi-level flexible dynamics trajectory pre-training
Hongxin Xiang, Mingquan Liu, Linlin Hou, Shuting Jin, Jianmin Wang, Jun Xia, Wenjie Du, Sisi Yuan, Xiangzheng Fu, Xinyu Yang, Li Zeng, Lei Xu, Lenore Cowen
- Bioinformatics
- Readers: Everyone
I2Mole: Interaction-aware Invariant Molecular Learning For Generalizable Property Prediction
Wenjie Du, Jiahui Zhang, Xuqiang Li, Sihan Wang, Zhengyang Zhou, hongxin xiang, Jun Xia, Ye Wei, Yang Wang
- ICLR 2026 Poster
- Readers: Everyone
ModuLM: Enabling Modular and Multimodal Molecular Relational Learning with Large Language Models
Zhuo Chen, YIZHEN ZHENG, Huan Yee Koh, hongxin xiang, Linjiang Chen, Wenjie Du, Yang Wang
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Self-supervised Blending Structural Context of Visual Molecules for Robust Drug Interaction Prediction
Tengfei Ma, Kun Chen, Yongsheng Zang, Yujie Chen, Xuanbai Ren, Bosheng Song, hongxin xiang, Yiping Liu, xiangxiang Zeng
- NeurIPS 2025 poster
- Readers: Everyone
EDBench: Large-Scale Electron Density Data for Molecular Modeling
hongxin xiang, Ke Li, Mingquan Liu, Zhixiang Cheng, Bin Yao, Wenjie Du, Jun Xia, Li Zeng, Xin Jin, xiangxiang Zeng
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck
Shuai Zhang, Junfeng Fang, Xuqiang Li, Hongxin Xiang, Alan Xia, Ye Wei, Wenjie Du, Yang Wang
- ICLR 2025
- Readers: Everyone
Bridging the Gap between Database Search and De Novo Peptide Sequencing with SearchNovo
Jun Xia, Sizhe Liu, Jingbo Zhou, Shaorong Chen, Hongxin Xiang, Zicheng Liu, Yue Liu, Stan Z. Li
- ICLR 2025
- Readers: Everyone
Interface-aware molecular generative framework for protein-protein interaction modulators
Jianmin Wang, Jiashun Mao, Chunyan Li, Hongxin Xiang, Xun Wang, Shuang Wang, Zixu Wang, Yangyang Chen, Yuquan Li, Kyoung Tai No, Tao Song, Xiangxiang Zeng
- J. Cheminformatics 2024
- Readers: Everyone
A molecular video-derived foundation model for scientific drug discovery
Hongxin Xiang, Li Zeng, Linlin Hou, Kenli Li, Zhimin Fu, Yunguang Qiu, Ruth Nussinov, Jianying Hu, Michal Rosen-Zvi, Xiangxiang Zeng, Feixiong Cheng
- Nature Communications
- Readers: Everyone

View all 28 publications

Co-Authors

View all 89 co-authors