Neural Information Processing Systems Foundation, Inc. (NeurIPS)

  • Federated Continual Learning via Orchestrating Multi-Scale Expertise

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Continual Learning via Orchestrating Multi-Scale Expertise

    Xiaoyang Yi, Yang Liu, Binhan Yang, Jian Zhang p25847-25876 from Advances in Neural Information Processing Systems 38
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  • Federated Dialogue-Semantic Diffusion for Emotion Recognition under Incomplete Modalities

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Dialogue-Semantic Diffusion for Emotion Recognition under Incomplete Modalities

    Xihang Qiu, Jiarong Cheng, Yuhao Fang, Wanpeng Zhang, Yao Lu, Ye Zhang, Chun Li p95833-95862 from Advances in Neural Information Processing Systems 38
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  • Federated Ensemble-Directed Offline Reinforcement Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Ensemble-Directed Offline Reinforcement Learning

    Desik Rengarajan, Nitin Ragothaman, Dileep Kalathil, Srinivas Shakkottai p6154-6179 from Advances in Neural Information Processing Systems 37
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  • Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources

    Jiamu Bai, Daoyuan Chen, Bingchen Qian, Liuyi Yao, Yaliang Li p14457-14483 from Advances in Neural Information Processing Systems 37
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  • Federated Graph Learning for Cross-Domain Recommendation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Graph Learning for Cross-Domain Recommendation

    Ziqi Yang, Zhaopeng Peng, Zihui Wang, Jianzhong Qi, Chaochao Chen, Weike Pan, Chenglu Wen, Cheng Wang, Xiaoliang Fan p64865-64888 from Advances in Neural Information Processing Systems 37
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  • Federated Learning from Pre-Trained Models: A Contrastive Learning Approach

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning from Pre-Trained Models: A Contrastive Learning Approach

    Yue Tan, Guodong Long, Jie Ma, Lu Liu, Tianyi Zhou, Jing Jiang p19332-19344 from Advances in Neural Information Processing Systems 35
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  • Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method

    Bikang Pan, Wei Huang, Ye Shi p30590-30623 from Advances in Neural Information Processing Systems 37
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  • Federated Learning over Connected Modes

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning over Connected Modes

    Dennis Grinwald, Philipp Wiesner, Shinichi Nakajima p85179-85202 from Advances in Neural Information Processing Systems 37
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  • Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis

    Michael Crawshaw, Mingrui Liu p8240-8299 from Advances in Neural Information Processing Systems 37
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  • Federated Learning via Meta-Variational Dropout

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning via Meta-Variational Dropout

    Insu Jeon, Minui Hong, Junhyeog Yun, Gunhee Kim p11168-11193 from Advances in Neural Information Processing Systems 36
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  • Federated Learning with Bilateral Curation for Partially Class-Disjoint Data

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning with Bilateral Curation for Partially Class-Disjoint Data

    Ziqing Fan, Ruipeng Zhang, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang p32006-32019 from Advances in Neural Information Processing Systems 36
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  • Federated Learning with Client Subsampling, Data Heterogeneity, and Unbounded Smoothness: A New Algorithm and Lower Bounds

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning with Client Subsampling, Data Heterogeneity, and Unbounded Smoothness: A New Algorithm and Lower Bounds

    Michael Crawshaw, Yajie Bao, Mingrui Liu p6467-6508 from Advances in Neural Information Processing Systems 36
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  • Federated Learning with Manifold Regularization and Normalized Update Reaggregation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Learning with Manifold Regularization and Normalized Update Reaggregation

    Xuming An, Li Shen, Han Hu, Yong Luo p55097-55109 from Advances in Neural Information Processing Systems 36
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  • Federated Linear Bandits with Finite Adversarial Actions

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Linear Bandits with Finite Adversarial Actions

    Li Fan, Ruida Zhou, Chao Tian, Cong Shen p62549-62560 from Advances in Neural Information Processing Systems 36
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  • Federated Model Heterogeneous Matryoshka Representation Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Model Heterogeneous Matryoshka Representation Learning

    Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li p66431-66454 from Advances in Neural Information Processing Systems 37
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  • Federated Multi-armed Bandits with Efficient Bit-Level Communications

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Multi-armed Bandits with Efficient Bit-Level Communications

    Haoran Zhang, Yang Xu, Xuchuang Wang, Hao-Xu Chen, Hao Qiu, Lin Yang, Yang Gao p172992-173020 from Advances in Neural Information Processing Systems 38
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  • Federated Multi-Objective Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Multi-Objective Learning

    Haibo Yang, Zhuqing Liu, Jia Liu, Chaosheng Dong, Michinari Momma p39602-39625 from Advances in Neural Information Processing Systems 36
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  • Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning

    Tong Yang, Shicong Cen, Yuting Wei, Yuxin Chen, Yuejie Chi p121304-121375 from Advances in Neural Information Processing Systems 37
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  • Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups

    Fengyu Gao, Ruiquan Huang, Jing Yang p125547-125587 from Advances in Neural Information Processing Systems 37
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  • Federated Spectral Clustering via Secure Similarity Reconstruction

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Spectral Clustering via Secure Similarity Reconstruction

    Dong Qiao, Chris Ding, Jicong Fan p58520-58555 from Advances in Neural Information Processing Systems 36
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  • Federated Submodel Optimization for Hot and Cold Data Features

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Submodel Optimization for Hot and Cold Data Features

    Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Yanghe Feng, Guihai Chen p1-13 from Advances in Neural Information Processing Systems 35
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  • Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data

    Zhaomin Wu, Junyi Hou, Yiqun Diao, Bingsheng He p45791-45818 from Advances in Neural Information Processing Systems 37
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  • FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning

    Li Zhang, Zhongxuan Han, XiaoHua Feng, Jiaming Zhang, Yuyuan Li, Chaochao Chen p18213-18264 from Advances in Neural Information Processing Systems 38
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  • FedFed: Feature Distillation against Data Heterogeneity in Federated Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FedFed: Feature Distillation against Data Heterogeneity in Federated Learning

    Zhiqin Yang, Yonggang Zhang, Yu Zheng, Xinmei Tian, Hao Peng, Tongliang Liu, Bo Han p60397-60428 from Advances in Neural Information Processing Systems 36
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