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Preprints
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SoK: Fully Homomorphic Encryption Accelerators
Junxue Zhang*, Xiaodian Cheng*, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen
arXiv::2212.01713, 2022
[paper]
[docker]
Conference Paper
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FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning
Junxue Zhang,
Xiaodian Cheng, Wei Wang, Liu Yang, Jinbin Hu, Kai Chen
NSDI 2023 (To appear)
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Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion
Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong
INFOCOM 2023 (To appear)
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Spine: An Efficient DRL-based Congestion Control with Ultra-low Overhead
Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen
CoNEXT 2022
[paper]
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Towards the Full Extensibility of Multipath TCP with eMPTCP
Bin Yang, Dian Shen, Junxue Zhang, Fang Dong, Junzhou Luo, John. C.S. Lui
ICNP 2022
[paper]
[code]
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LiteFlow: Towards High-performance Adaptive Neural Networks for Kernel Datapath
Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen
SIGCOMM 202
[paper]
[code]
[slides]
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Practical Lossless Federated Singular Vector Decomposition Over Billion-Scale Data
Di Chai, Leye Wang, Junxue Zhang, Liu Yang, Shuowei Cai, Kai Chen, Qiang Yang
KDD 2022
[paper]
[code]
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Multi-Objective Congestion Control
Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
EuroSys 2022
[paper]
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Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud
Han Tian, Chaoliang Zeng, Zhenhang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang
Oakland 2022
[paper]
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Enabling Low Latency Edge Intelligence based on Multi-exit DNNs in the Wild
Zhaowu Huang, Fang Dong, Dian Shen, Junxue Zhang, Huitian Wang, Guangxing Cai, Qiang He
ICDCS 2021
[paper]
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Enabling ECN for Datacenter Networks with RTT Variations
Junxue Zhang, Wei Bai, Kai Chen
CoNEXT 2019
[paper]
[code]
[slides]
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Resilient Datacenter Load Balancing in the Wilds
Hong Zhang, Junxue Zhang, Wei Bai, Kai Chen, Chowdhury Mosharaf
SIGCOMM 2017
[paper]
[code]
Journal Paper
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Enabling ECN for Datacenter Networks with RTT Variations
Junxue Zhang, Wei Bai, Kai Chen
IEEE Transactions on Cloud Computing 2022
[paper][code]
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Facilitating Application-aware Bandwidth Allocation in the Cloud with One-step-ahead Traffic Informations
Dian Shen, Junzhou Luo, Fang Dong, Jiahui Jin, Junxue Zhang, Jun Shen
IEEE Transactions on Services Computing 2019
[paper]
Workshop Paper
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Practical and Secure Federated Recommendation with Personalized Masks
Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kuo Guo, Kai Chen, Qiang Yang
FL-IJCAI 2022
[paper]
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Secure Forward Aggregation for Vertical Federated Neural Networks
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
FL-IJCAI 2022
[paper]
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Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning
Cengguang Zhang, Junxue Zhang, Di Chai, Kai Chen
FL-IJCAI 2021 (Best Application Paper Award)
[paper]
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Resilient Allreduce Tree for Distributed Machine Learning
Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen
APNet 2020
[paper]
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Quantifying the Performance of Federated Transfer Learning
Qinghe Jing, Weiyang Wang, Junxue Zhang, Han Tian, Kai Chen
FL-IJCAI 2019 (Best Student Paper Award)
[paper]
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Rethinking Transport Layer Design for Distributed Machine Learning
Jiachen Xia, Gaoxiong Zeng, Junxue Zhang, Weiyang Wang, Wei Bai, Junchen Jiang, Kai Chen
APNet 2019
[paper]
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Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics
Yiding Wang, Weiyang Wang, Junxue Zhang, Junchen Jiang, Kai Chen
HotCloud 2019
[paper]