CFLKD: Clustered federated learning via cross-group knowledge distillation.

Pengbo Hu

Jiali Zheng Shulin Zhao 0008 Pengbo Hu Xiaoliang Shen CFLKD: Clustered federated learning via cross-group knowledge distillation. 108253 2026 178 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2025.108253 db/journals/fgcs/fgcs178.html#ZhengZHS26 streams/journals/fgcs

Zhiyi Yao Pengbo Hu Congcong Miao Xuya Jia Zuning Liang Yuedong Xu 0001 Chunzhi He Hao Lu Mingzhuo Chen Xiang Li 0010 Zekun He Yachen Wang Xianneng Zou Junchen Jiang Holmes: Localizing Irregularities in LLM Training with Mega-scale GPU Clusters. 523-540 2025 NSDI https://www.usenix.org/conference/nsdi25/presentation/yao conf/nsdi/2025 db/conf/nsdi/nsdi2025.html#YaoHMJLXHLCLHWZ25

Pengbo Hu Xiang Ying Unified Mind Model: Reimagining Autonomous Agents in the LLM Era. 2025 March abs/2503.03459 CoRR https://doi.org/10.48550/arXiv.2503.03459 db/journals/corr/corr2503.html#abs-2503-03459 streams/journals/corr

Hang Xu Zang Yu Yehui Tang Pengbo Hu Yuhao Tang Hao Dong MCTS-EP: Empowering Embodied Planning with Online Preference Optimization. 2025 September abs/2509.17116 CoRR https://doi.org/10.48550/arXiv.2509.17116 db/journals/corr/corr2509.html#abs-2509-17116 streams/journals/corr

Boyu Li 0003 Siyuan He Hang Xu Haoqi Yuan Xinrun Xu Yu Zang Liwei Hu Junpeng Yue Zhenxiong Jiang Pengbo Hu Börje F. Karlsson Yehui Tang Zongqing Lu 0002 Towards Proprioception-Aware Embodied Planning for Dual-Arm Humanoid Robots. 2025 October abs/2510.07882 CoRR https://doi.org/10.48550/arXiv.2510.07882 db/journals/corr/corr2510.html#abs-2510-07882 streams/journals/corr

Wenxu Zhou Kaixuan Nie Hang Du Dong Yin Wei Huang Siqiang Guo Xiaobo Zhang Pengbo Hu IL3D: A Large-Scale Indoor Layout Dataset for LLM-Driven 3D Scene Generation. 2025 October abs/2510.12095 CoRR https://doi.org/10.48550/arXiv.2510.12095 db/journals/corr/corr2510.html#abs-2510-12095 streams/journals/corr

Jian Zhu Pengbo Hu Bingqian Li Yi Zhou Fast metric multi-view hashing for multimedia retrieval. 102130 2024 March 103 Inf. Fusion https://doi.org/10.1016/j.inffus.2023.102130 db/journals/inffus/inffus103.html#ZhuHLZ24

Weichen Dai 0002 Xingyu Li Pengbo Hu Zeyu Wang Ji Qi Jianlin Peng Yi Zhou MInD: Improving Multimodal Sentiment Analysis via Multimodal Information Disentanglement. 2024 abs/2401.11818 CoRR https://doi.org/10.48550/arXiv.2401.11818 db/journals/corr/corr2401.html#abs-2401-11818

Hong Li 0015 Xingyu Li Pengbo Hu Yinuo Lei Chunxiao Li Yi Zhou Boosting Multi-modal Model Performance with Adaptive Gradient Modulation. 22157-22167 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.02030 conf/iccv/2023 db/conf/iccv/iccv2023.html#LiLHLLZ23

Hong Li 0015 Xingyu Li Pengbo Hu Yinuo Lei Chunxiao Li Yi Zhou Boosting Multi-modal Model Performance with Adaptive Gradient Modulation. 2023 abs/2308.07686 CoRR https://doi.org/10.48550/arXiv.2308.07686 db/journals/corr/corr2308.html#abs-2308-07686

Pengbo Hu Ji Qi Xingyu Li Hong Li 0015 Xinqi Wang Bing Quan Ruiyu Wang Yi Zhou Tree-of-Mixed-Thought: Combining Fast and Slow Thinking for Multi-hop Visual Reasoning. 2023 abs/2308.09658 CoRR https://doi.org/10.48550/arXiv.2308.09658 db/journals/corr/corr2308.html#abs-2308-09658

Pengbo Hu Xingyu Li Yi Zhou SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities. 3064-3070 2022 IJCAI https://doi.org/10.24963/ijcai.2022/425 conf/ijcai/2022 db/conf/ijcai/ijcai2022.html#HuLZ22

Pengbo Hu Xingyu Li Yi Zhou SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities. 2022 abs/2205.00302 CoRR https://doi.org/10.48550/arXiv.2205.00302 db/journals/corr/corr2205.html#abs-2205-00302

Pengbo Hu Yue Ma Huifeng Xue Feng Zhang 0005 Application of low impact development technology in rainwater drainage system reconstruction project. 533-543 2019 22 Clust. Comput. Suppl 1 https://doi.org/10.1007/s10586-017-1284-7 https://www.wikidata.org/entity/Q59525626 db/journals/cluster/cluster22.html#HuMXZ19

Mingzhuo Chen Weichen Dai 0002 Hao Dong Hang Du Siqiang Guo Chunzhi He Siyuan He Zekun He Liwei Hu Wei Huang Xuya Jia Junchen Jiang Zhenxiong Jiang Börje Karlsson 0001Börje F. Karlsson Yinuo Lei Bingqian Li Boyu Li 0003 Chunxiao Li Hong Li 0015 Xiang Li 0010 Xingyu Li Zuning Liang Hao Lu Zongqing Lu 0002 Yue Ma Congcong Miao Kaixuan Nie Jianlin Peng Ji Qi Bing Quan Xiaoliang Shen Yehui Tang Yuhao Tang Ruiyu Wang Xinqi Wang Yachen Wang Zeyu Wang Hang Xu Xinrun Xu Yuedong Xu 0001 Huifeng Xue Zhiyi Yao Dong Yin Xiang Ying Zang Yu Haoqi Yuan Junpeng Yue Yu Zang Feng Zhang 0005 Xiaobo Zhang Shulin Zhao 0008 Jiali Zheng Wenxu Zhou Yi Zhou Jian Zhu Xianneng Zou