🔥 News

• 2025.8: One papers is accepted by Nature Communication. Thanks to all my collaborators! Chemical knowledge-informed framework for privacy-aware retrosynthesis learning.
• 2025.4: One papers is accepted by IJCAI 2025! Theoretical Insights into Fine-Tuning Attention Mechanism.
• 2024.12: Two papers are accepted by ICLR 2025! ADePT: Adaptive Decomposed Prompt Tuning, In-context Learning Emerges from Generalization.
• 2024.12: One paper is accepted by AAAI 2025! Stability and Generalization of Zeroth-Order Decentralized SGD with Changing Topology.
• 2024.11: One paper is accepted by COLING 2025! PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning.
• 2024.9: One paper is accepted by NeurIPS 2024! Enhancing In-Context Learning with just SVD-Based Pruning: A Theoretical Perspective.
• 2024.6: Xiaomi Young Scholar Research Program (PI: Yong Liu) received approval, focusing on fine-tuning edge LLMs for personalized services.
• 2024.5: One Paper is accepted by KDD 2024! LLMs may Dominate Information Access.