Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models. - Yae Jee Cho; Luyang Liu; Zheng Xu 002; Aldi Fahrezi; Gauri Joshi (EMNLP, 2024)

Heterogeneous Low-Rank Approximation for Federated Fine-tuning of On-Device Foundation Models. - Yae Jee Cho; Luyang Liu; Zheng Xu 002; Aldi Fahrezi; Gauri Joshi (CoRR, 2024)

A Bag of Tricks for Few-Shot Class-Incremental Learning. - Shuvendu Roy; Chunjong Park; Aldi Fahrezi; Ali Etemad (Trans. Mach. Learn. Res., 2024)