Full Publications

[Back to Index] [Google Scholar] [DBLP] [Semantic Scholar] [ORCID]

^* indicates equal contribution.

Preprints

1. 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

1. 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)
2. Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion
   Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong
   INFOCOM 2023 (To appear)
   
3. Spine: An Efficient DRL-based Congestion Control with Ultra-low Overhead
   Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen
   CoNEXT 2022
   [paper]
4. 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]
5. 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]
6. 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]
7. Multi-Objective Congestion Control
   Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
   EuroSys 2022
   [paper]
8. 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]
9. 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]
10. Enabling ECN for Datacenter Networks with RTT Variations
    Junxue Zhang, Wei Bai, Kai Chen
    CoNEXT 2019
    [paper] [code] [slides]
11. Resilient Datacenter Load Balancing in the Wilds
    Hong Zhang, Junxue Zhang, Wei Bai, Kai Chen, Chowdhury Mosharaf
    SIGCOMM 2017
    [paper] [code]

Journal Paper

1. Enabling ECN for Datacenter Networks with RTT Variations
   Junxue Zhang, Wei Bai, Kai Chen
   IEEE Transactions on Cloud Computing 2022
   [paper][code]
2. 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

1. 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]
2. 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]
3. 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]
4. Resilient Allreduce Tree for Distributed Machine Learning
   Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen
   APNet 2020
   [paper]
5. 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]
6. 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]
7. Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics
   Yiding Wang, Weiyang Wang, Junxue Zhang, Junchen Jiang, Kai Chen
   HotCloud 2019
   [paper]