Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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

    Haizhou Du, Yiran Xiang, Yiwen Cai, Xiufeng Liu, Zonghan Wu, Huan Huo, Guodong Long p91427-91454 from Advances in Neural Information Processing Systems 38
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  • FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning

    Jinyuan Jia, Zhuowen Yuan, Dinuka Sahabandu, Luyao Niu, Arezoo Rajabi, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran p53090-53111 from Advances in Neural Information Processing Systems 36
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  • FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks

    Yuhang Yao, Weizhao Jin, Srivatsan Ravi, Carlee Joe-Wong p79748-79760 from Advances in Neural Information Processing Systems 36
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  • FedGMark: Certifiably Robust Watermarking for Federated Graph Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGMark: Certifiably Robust Watermarking for Federated Graph Learning

    Yuxin Yang, Qiang Li, Yuan Hong, Binghui Wang p48971-48995 from Advances in Neural Information Processing Systems 37
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  • FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation

    Jianqiao Zhang, Caifeng Shan, Jungong Han p118326-118356 from Advances in Neural Information Processing Systems 37
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  • FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning

    Zhiqin Yang, Yonggang Zhang, Chenxin Li, Yiu-ming Cheung, Bo Han, Yixuan Yuan p105030-105071 from Advances in Neural Information Processing Systems 38
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  • FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning

    Evelyn Ma, Chao Pan, Rasoul Etesami, Han Zhao, Olgica Milenkovic p39074-39103 from Advances in Neural Information Processing Systems 37
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  • FedIGL: Federated Invariant Graph Learning for Non-IID Graphs

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedIGL: Federated Invariant Graph Learning for Non-IID Graphs

    Lingren Wang, Wenxuan Tu, Jiaxin Wang, Xiong Wang, Jieren Cheng, Jingxin Liu p130674-130697 from Advances in Neural Information Processing Systems 38
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  • FedL2P: Federated Learning to Personalize

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedL2P: Federated Learning to Personalize

    Royson Lee, Minyoung Kim, Da Li, Xinchi Qiu, Timothy Hospedales, Ferenc Huszar, Nicholas Lane p14818-14836 from Advances in Neural Information Processing Systems 36
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  • FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    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 p111106-111130 from Advances in Neural Information Processing Systems 37
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  • FedLPA: Local Prior Alignment for Heterogeneous Federated Generalized Category Discovery

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedLPA: Local Prior Alignment for Heterogeneous Federated Generalized Category Discovery

    Geeho Kim, Jinu Lee, Bohyung Han p43858-43876 from Advances in Neural Information Processing Systems 38
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  • FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation

    Xiang Liu, Liangxi Liu, Feiyang Ye, Yunheng Shen, Xia Li, Linshan Jiang, Jialin Li p81510-81548 from Advances in Neural Information Processing Systems 37
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  • FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection

    Jiaqi Wang, Xiaochen Wang, Lingjuan Lyu, Jinghui Chen, Fenglong Ma p1082-1116 from Advances in Neural Information Processing Systems 37
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  • FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts

    Weihao Bo, Yanpeng Sun, Yu Wang, Xinyu Zhang, Zechao Li p57600-57634 from Advances in Neural Information Processing Systems 38
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  • FedNAR: Federated Optimization with Normalized Annealing Regularization

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedNAR: Federated Optimization with Normalized Annealing Regularization

    Junbo Li, Ang Li, Chong Tian, Qirong Ho, Eric Xing, Hongyi Wang p74753-74763 from Advances in Neural Information Processing Systems 36
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  • FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction

    Ziwei Li, Xiaoqi Wang, Hong-You Chen, Han-Wei Shen, Wei-Lun Chao p133948-133974 from Advances in Neural Information Processing Systems 37
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  • FedPop: A Bayesian Approach for Personalised Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedPop: A Bayesian Approach for Personalised Federated Learning

    Nikita Kotelevskii, Maxime Vono, Alain Durmus, Eric Moulines p8687-8701 from Advances in Neural Information Processing Systems 35
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  • FedQS: Optimizing Gradient and Model Aggregation for Semi-Asynchronous Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedQS: Optimizing Gradient and Model Aggregation for Semi-Asynchronous Federated Learning

    Yunbo Li, Jiaping Gui, Zhihang Deng, Fanchao Meng, Yue Wu p96211-96259 from Advances in Neural Information Processing Systems 38
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  • FedRACE: A Hierarchical and Statistical Framework for Robust Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedRACE: A Hierarchical and Statistical Framework for Robust Federated Learning

    Gang Yan, Sikai Yang, Wan Du p68014-68037 from Advances in Neural Information Processing Systems 38
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  • FedRAM: Federated Reweighting and Aggregation for Multi-Task Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedRAM: Federated Reweighting and Aggregation for Multi-Task Learning

    Fan Wu, Xinyu Yan, Jiabei Liu, Wei Yang Bryan Lim p113481-113508 from Advances in Neural Information Processing Systems 38
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  • FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction

    Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang p29677-29690 from Advances in Neural Information Processing Systems 35
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  • FedRTS: Federated Robust Pruning via Combinatorial Thompson Sampling

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedRTS: Federated Robust Pruning via Combinatorial Thompson Sampling

    Hong Huang, Jinhai Yang, Yuan Chen, Jiaxun Ye, Dapeng Wu p180251-180285 from Advances in Neural Information Processing Systems 38
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  • FedRW: Efficient Privacy-Preserving Data Reweighting for Enhancing Federated Learning of Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedRW: Efficient Privacy-Preserving Data Reweighting for Enhancing Federated Learning of Language Models

    Pukang Ye, Luo Junwei, Jiachen Shen, Saipan Zhou, Shangmin Dou, Zhenfu Cao, Hanzhe Yao, Xiaolei Dong, Yunbo Yang p156091-156116 from Advances in Neural Information Processing Systems 38
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  • FedSR: A Simple and Effective Domain Generalization Method for Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedSR: A Simple and Effective Domain Generalization Method for Federated Learning

    A. Tuan Nguyen, Philip Torr, Ser Nam Lim p38831-38843 from Advances in Neural Information Processing Systems 35
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