Junxue Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 21

Top Topics

Homomorphic Encryption

Adaptive Neural

Top Venues

IEEE/ACM Trans. Netw.

Publications

Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen
High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning. IEEE Trans. Parallel Distributed Syst. 35 (8) (2024)
Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA. USENIX Security Symposium (2024)
Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen
Load Balancing With Multi-Level Signals for Lossless Datacenter Networks. IEEE/ACM Trans. Netw. 32 (3) (2024)
Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang
Efficient Decentralized Federated Singular Vector Decomposition. USENIX ATC (2024)
Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen
LiteFlow: Toward High-Performance Adaptive Neural Networks for Kernel Datapath. IEEE/ACM Trans. Netw. 32 (1) (2024)
Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen
Accelerating Privacy-Preserving Machine Learning With GeniBatch. EuroSys (2024)
Jinghui Zhang, Dian Shen, Fang Dong, Kexi Kang, Jiahui Jin, Junzhou Luo, Junxue Zhang
Micro-Burst Aware ECN in Multi-Queue Data Centers: Algorithm and Implementation. IEEE Trans. Netw. Sci. Eng. 11 (3) (2024)
Han Tian, Xudong Liao, Chaoliang Zeng, Decang Sun, Junxue Zhang, Kai Chen
Efficient DRL-Based Congestion Control With Ultra-Low Overhead. IEEE/ACM Trans. Netw. 32 (3) (2024)
Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang
PackVFL: Efficient HE Packing for Vertical Federated Learning. CoRR (2024)
Zilong Wang, Xinchen Wan, Luyang Li, Yijun Sun, Peng Xie, Xin Wei, Qingsong Ning, Junxue Zhang, Kai Chen
Fast, Scalable, and Accurate Rate Limiter for RDMA NICs. SIGCOMM (2024)
Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen
Enabling Load Balancing for Lossless Datacenters. ICNP (2023)
Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang
A Survey for Federated Learning Evaluations: Goals and Measures. CoRR (2023)
Junxue Zhang, Wei Bai, Kai Chen
Enabling ECN for Datacenter Networks With RTT Variations. IEEE Trans. Cloud Comput. 11 (3) (2023)
Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong
Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion. INFOCOM (2023)
Junxue Zhang, Xiaodian Cheng, Wei Wang, Liu Yang, Jinbin Hu, Kai Chen
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning. NSDI (2023)
Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen
A Survey on Vertical Federated Learning: From a Layered Perspective. CoRR (2023)
Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen
SoK: Fully Homomorphic Encryption Accelerators. CoRR (2022)
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
Secure Forward Aggregation for Vertical Federated Neural Networks. FL@IJCAI (2022)
Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang
Practical and Secure Federated Recommendation with Personalized Mask. FL@IJCAI (2022)
Bin Yang, Dian Shen, Junxue Zhang, Fang Dong, Junzhou Luo, John C. S. Lui
Towards the Full Extensibility of Multipath TCP with eMPTCP. ICNP (2022)
Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen
Spine: an efficient DRL-based congestion control with ultra-low overhead. CoNEXT (2022)