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Han Tian

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PackVFL: Efficient HE Packing for Vertical Federated Learning

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May 01, 2024
Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang

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Towards Fair and Efficient Learning-based Congestion Control

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Mar 04, 2024
Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen

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A Survey on Vertical Federated Learning: From a Layered Perspective

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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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CityNet: A Multi-city Multi-modal Dataset for Smart City Applications

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Jun 30, 2021
Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen

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Domain-specific Communication Optimization for Distributed DNN Training

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Aug 16, 2020
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang

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Quantifying the Performance of Federated Transfer Learning

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Dec 30, 2019
Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen

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