Du, Siyuan

4 publications

ICLR 2025 Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang

NeurIPS 2025 RAD: Towards Trustworthy Retrieval-Augmented Multi-Modal Clinical Diagnosis Haolin Li, Tianjie Dai, Zhe Chen, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang

ICML 2024 Exploring Training on Heterogeneous Data with Mixture of Low-Rank Adapters Yuhang Zhou, Zihua Zhao, Siyuan Du, Haolin Li, Jiangchao Yao, Ya Zhang, Yanfeng Wang

CVPR 2024 Low-Rank Knowledge Decomposition for Medical Foundation Models Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang