Wenzhi Fang

Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs

TAP: Two-Stage Adaptive Personalization of Multi-task and Multi-Modal Foundation Models in Federated Learning

Collaborative Device-Cloud LLM Inference through Reinforcement Learning

Hierarchical Federated Learning with Multi-Timescale Gradient Correction