Seyyedali Hosseinalipour

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

Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees

Unlocking the Potential of Model Calibration in Federated Learning

Federated Learning with Dynamic Client Arrival and Departure: Convergence and Rapid Adaptation via Initial Model Construction