@article{deepfusionacceleratingmoetrainingviafede, title = {DeepFusion: Accelerating MoE Training via Federated Knowledge Distillation from Heterogeneous Edge Devices}, author = {Songyuan Li and Jia Hu and Ahmed M. Abdelmoniem and Geyong Min and Haojun Huang and Jiwei Huang}, year = {2026}, eprint = {2602.14301}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.14301}, }