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Kai Chen

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Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning

May 09, 2023
Yan Kang, Hanlin Gu, Xingxing Tang, Yuanqin He, Yuzhu Zhang, Jinnan He, Yuxing Han, Lixin Fan, Kai Chen, Qiang Yang

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MultiModal-GPT: A Vision and Language Model for Dialogue with Humans

May 09, 2023
Tao Gong, Chengqi Lyu, Shilong Zhang, Yudong Wang, Miao Zheng, Qian Zhao, Kuikun Liu, Wenwei Zhang, Ping Luo, Kai Chen

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Towards Achieving Near-optimal Utility for Privacy-Preserving Federated Learning via Data Generation and Parameter Distortion

May 07, 2023
Xiaojin Zhang, Kai Chen, Qiang Yang

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Transformer-Based Visual Segmentation: A Survey

Apr 19, 2023
Xiangtai Li, Henghui Ding, Wenwei Zhang, Haobo Yuan, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, Chen Change Loy

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RoboBEV: Towards Robust Bird's Eye View Perception under Corruptions

Apr 13, 2023
Shaoyuan Xie, Lingdong Kong, Wenwei Zhang, Jiawei Ren, Liang Pan, Kai Chen, Ziwei Liu

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Probably Approximately Correct Federated Learning

Apr 13, 2023
Xiaojin Zhang, Anbu Huang, Lixin Fan, Kai Chen, Qiang Yang

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Robo3D: Towards Robust and Reliable 3D Perception against Corruptions

Apr 13, 2023
Lingdong Kong, Youquan Liu, Xin Li, Runnan Chen, Wenwei Zhang, Jiawei Ren, Liang Pan, Kai Chen, Ziwei Liu

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RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer

Apr 12, 2023
Jiahao Wang, Songyang Zhang, Yong Liu, Taiqiang Wu, Yujiu Yang, Xihui Liu, Kai Chen, Ping Luo, Dahua Lin

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A Game-theoretic Framework for Federated Learning

Apr 11, 2023
Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang

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A Survey on Vertical Federated Learning: From a Layered Perspective

Apr 04, 2023
Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen

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