| 2026 | ACL | Med-SRAF: A Multi-Agent Framework for Medical Reasoning via Semantic Routing and Agentic Fusion. | Xiao Li, Zhuo Chen, Jun Xia, Hongxin Xiang, Chao Wang, Wenjie Du, Yang Wang |
| 2025 | ICLR | 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 |
| 2025 | ICLR | 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 |
| 2025 | IJCAI | DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models. | Zhuo Chen, Jiahui Zhang, Sihan Wang, Hongxin Xiang, Jianmin Wang, Wenjie Du, Yang Wang |
| 2025 | IJCAI | Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning. | Xuan Lin, Qingrui Liu, Hongxin Xiang, Daojian Zeng, Xiangxiang Zeng |
| 2025 | IJCAI | Electron Density-enhanced Molecular Geometry Learning. | Hongxin Xiang, Jun Xia, Xin Jin, Wenjie Du, Li Zeng, Xiangxiang Zeng |
| 2024 | IJCAI | An Image-enhanced Molecular Graph Representation Learning Framework. | Hongxin Xiang, Shuting Jin, Jun Xia, Man Zhou, Jianmin Wang, Li Zeng, Xiangxiang Zeng |
| 2021 | CSCWD | Zero-Shot Learning Based on Knowledge Sharing. | Ting Zeng, Hongxin Xiang, Cheng Xie, Yun Yang, Qing Liu |
| 2021 | ISKE | Transfer Visual Semantics into Knowledge Graph for Zero-Shot Recognition in Universal Datasets. | Beibei Yu, Cheng Xie, Yujin Wang, Hongxin Xiang |
| 2020 | IJCNN | A Novel Sleep Stage Classification via Combination of Fast Representation Learning and Semantic-to-Signal Learning. | Hongxin Xiang, Ting Zeng, Yun Yang |