Siyuan Du

4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

CVPR (1) ICLR (1) ICML (1) MICCAI (1)

Top co-authors

Yanfeng Wang (4) Ya Zhang (4) Haolin Li (3) Jiangchao Yao (3) Yuhang Zhou (3) Li Shen (1) Pingjie Wang (1) Shengchao Hu (1) Zihua Zhao (1) Dacheng Tao (1)

Keywords

transfer learning (1) medical imaging (1) foundation model (1) low-rank adaptation (1) model specialization (1) knowledge decomposition (1)

Papers

Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection ICLR 2025

Low-Rank Knowledge Decomposition for Medical Foundation Models CVPR 2024

Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters ICML 2024

Reprogramming Distillation for Medical Foundation Models MICCAI 2024