Guodong Long

Bi-level Heterogeneous Learning for Time Series Foundation Models: A Federated Learning Approach

FeDaL: Federated Dataset Learning for General Time Series Foundation Models

FedFuse: Selective Knowledge Distillation with Expert-Guided Fusion for Heterogeneous Federated

WALL-E: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents

FedFree: Breaking Knowledge-sharing Barriers through Layer-wise Alignment in Heterogeneous Federated Learning