Yichen Wu

Fourier Minds, Forget Less: Discrete Fourier Transform for Fast and Robust Continual Learning in LLMs

MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts

Stability Matters: Combating Parameter Shifts in Low-Rank Adaptation for Continual Learning

SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning

Semi-Supervised Regression with Heteroscedastic Pseudo-Labels

DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models

Singular Value Fine-tuning for Few-Shot Class-Incremental Learning