Federated Learning with Bilateral Curation for Partially Class-Disjoint
Data

Federated Learning with Bilateral Curation for Partially Class-Disjoint Data

29 May 2024

Jiangchao Yao

Bo Han

Papers citing "Federated Learning with Bilateral Curation for Partially Class-Disjoint Data"

13 / 13 papers shown

Title
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs Yan Sun Li Shen Dacheng Tao FedML 25 0 0 27 Sep 2024
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models Rui Ye Jingyi Chai Xiangrui Liu Yaodong Yang Yanfeng Wang Siheng Chen AAML 52 8 0 15 Jun 2024
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters Yuhang Zhou Zihua Zhao Haolin Li Siyuan Du Jiangchao Yao Ya Zhang Yanfeng Wang MoMe MoE 40 3 0 14 Jun 2024
Diversified Batch Selection for Training Acceleration Feng Hong Yueming Lyu Jiangchao Yao Ya Zhang Ivor W. Tsang Yanfeng Wang 42 4 0 07 Jun 2024
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models Rui Ye Rui Ge Xinyu Zhu Jingyi Chai Yaxin Du Yang Liu Yanfeng Wang Siheng Chen FedML 41 14 0 07 Jun 2024
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning Seongyoon Kim Minchan Jeong Sungnyun Kim Sungwoo Cho Sumyeong Ahn Se-Young Yun FedML 47 0 0 04 Jun 2024
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization Ziqing Fan Shengchao Hu Jiangchao Yao Gang Niu Ya-Qin Zhang Masashi Sugiyama Yanfeng Wang FedML 44 11 0 29 May 2024
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Shengchao Hu Ziqing Fan Li Shen Ya-Qin Zhang Yanfeng Wang Dacheng Tao OffRL 45 9 0 28 May 2024
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation Xianghe Pang Shuo Tang Rui Ye Yuxin Xiong Bolun Zhang Yanfeng Wang Siheng Chen 116 28 0 08 Feb 2024
An Unconstrained Layer-Peeled Perspective on Neural Collapse Wenlong Ji Yiping Lu Yiliang Zhang Zhun Deng Weijie J. Su 135 83 0 06 Oct 2021
FedProto: Federated Prototype Learning across Heterogeneous Clients Yue Tan Guodong Long Lu Liu Tianyi Zhou Qinghua Lu Jing Jiang Chengqi Zhang FedML 153 459 0 01 May 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Yue Liu Yiqun Diao Quan Chen Bingsheng He FedML OOD 92 946 0 03 Feb 2021
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training Cong Fang Hangfeng He Qi Long Weijie J. Su FAtt 130 165 0 29 Jan 2021