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ORCIDJunxue Zhang 0001
Person information
- unicode name: 张骏雪
- affiliation (PhD 2022): Hong Kong University of Science and Technology (HKUST), iSING Lab, Clear Water Bay, Hong Kong
- affiliation (former): Clustar Technology Co., Ltd., China
Other persons with the same name
- Junxue Zhang 0002 — Nankai University, Center for Combinatorics and LPMC, Tianjin, China
- Junxue Zhang 0003 — Texas Tech University, Lubbock, TX, USA
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2020 – today
- 2024
[j11]Di Chai
, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang:
A Survey for Federated Learning Evaluations: Goals and Measures. IEEE Trans. Knowl. Data Eng. 36(10): 5007-5024 (2024)- [j10]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): 2384-2398 (2024) - [j9]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): 627-642 (2024) - [j8]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): 1888-1903 (2024) - [j7]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): 2736-2748 (2024) - [j6]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): 1506-1523 (2024) - [c27]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: 489-504 - [c26]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: 568-580 - [c25]Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang:
Efficient Decentralized Federated Singular Vector Decomposition. USENIX ATC 2024: 1029-1047 - [c24]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 - [i9]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 abs/2405.00482 (2024) - 2023
- [j5]Junxue Zhang, Wei Bai, Kai Chen:
Enabling ECN for Datacenter Networks With RTT Variations. IEEE Trans. Cloud Comput. 11(3): 2349-2364 (2023) - [c23]Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen:
Enabling Load Balancing for Lossless Datacenters. ICNP 2023: 1-11 - [c22]Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong:
Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion. INFOCOM 2023: 1-10 - [c21]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: 1057-1079 - [i8]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 abs/2304.01829 (2023) - [i7]Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang:
A Survey for Federated Learning Evaluations: Goals and Measures. CoRR abs/2308.11841 (2023) - 2022
- [c20]Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen:
Spine: an efficient DRL-based congestion control with ultra-low overhead. CoNEXT 2022: 261-275 - [c19]Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin:
Multi-objective congestion control. EuroSys 2022: 218-235 - [c18]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: 1-11 - [c17]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: 33-45 - [c16]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: 115-129 - [c15]Di Chai, Leye Wang, Junxue Zhang, Liu Yang, Shuowei Cai, Kai Chen, Qiang Yang:
Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. KDD 2022: 46-55 - [c14]Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen:
LiteFlow: towards high-performance adaptive neural networks for kernel datapath. SIGCOMM 2022: 414-427 - [c13]Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang:
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. SP 2022: 2487-2501 - [i6]Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen:
Secure Forward Aggregation for Vertical Federated Neural Networks. CoRR abs/2207.00165 (2022) - [i5]Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen:
SoK: Fully Homomorphic Encryption Accelerators. CoRR abs/2212.01713 (2022) - 2021
- [c12]Zhaowu Huang, Fang Dong, Dian Shen, Junxue Zhang, Huitian Wang, Guangxing Cai, Qiang He:
Enabling Low Latency Edge Intelligence based on Multi-exit DNNs in the Wild. ICDCS 2021: 729-739 - [i4]Di Chai, Leye Wang, Lianzhi Fu, Junxue Zhang, Kai Chen, Qiang Yang:
Federated Singular Vector Decomposition. CoRR abs/2105.08925 (2021) - [i3]Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin:
Multi-Objective Congestion Control. CoRR abs/2107.01427 (2021) - [i2]Cengguang Zhang, Junxue Zhang, Di Chai, Kai Chen:
Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning. CoRR abs/2108.06958 (2021) - 2020
- [j4]Dian Shen, Junzhou Luo, Fang Dong, Jiahui Jin, Junxue Zhang, Jun Shen:
Facilitating Application-Aware Bandwidth Allocation in the Cloud with One-Step-Ahead Traffic Information. IEEE Trans. Serv. Comput. 13(2): 381-394 (2020) - [c11]Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen:
RAT - Resilient Allreduce Tree for Distributed Machine Learning. APNet 2020: 52-57
2010 – 2019
- 2019
- [c10]Jiacheng Xia, Gaoxiong Zeng, Junxue Zhang, Weiyan Wang, Wei Bai, Junchen Jiang, Kai Chen:
Rethinking Transport Layer Design for Distributed Machine Learning. APNet 2019: 22-28 - [c9]Junxue Zhang, Wei Bai, Kai Chen:
Enabling ECN for datacenter networks with RTT variations. CoNEXT 2019: 233-245 - [c8]Yiding Wang, Weiyan Wang, Junxue Zhang, Junchen Jiang, Kai Chen:
Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics. HotCloud 2019 - [i1]Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen:
Quantifying the Performance of Federated Transfer Learning. CoRR abs/1912.12795 (2019) - 2017
- [j3]Fang Dong, Junxue Zhang, Junzhou Luo, Dian Shen, Jiahui Jin:
Enabling application-aware flexible graph partition mechanism for parallel graph processing systems. Concurr. Comput. Pract. Exp. 29(6) (2017) - [c7]Hong Zhang, Junxue Zhang, Wei Bai, Kai Chen, Mosharaf Chowdhury:
Resilient Datacenter Load Balancing in the Wild. SIGCOMM 2017: 253-266 - 2016
- [j2]Jiyuan Shi, Junzhou Luo, Fang Dong, Jinghui Zhang, Junxue Zhang:
Elastic resource provisioning for scientific workflow scheduling in cloud under budget and deadline constraints. Clust. Comput. 19(1): 167-182 (2016) - [c6]Pengcheng Zhou, Fang Dong, Zhuqing Xu, Junxue Zhang, Runqun Xiong, Junzhou Luo:
ECStor: A Flexible Enterprise-Oriented Cloud Storage System Based on GlusterFS. CBD 2016: 13-18 - [c5]Dian Shen, Junzhou Luo, Fang Dong, Junxue Zhang:
AppBag: Application-Aware Bandwidth Allocation for Virtual Machines in Cloud Environment. ICPP 2016: 21-30 - [c4]Zijian Liu, Fang Dong, Junxue Zhang, Pengcheng Zhou, Zhuqing Xu, Junzhou Luo:
A client-side directory prefetching mechanism for GlusterFS. SMC 2016: 3942-3947 - 2015
- [j1]Jinghui Zhang, Mingjun Wang, Junzhou Luo, Fang Dong, Junxue Zhang:
Towards optimized scheduling for data-intensive scientific workflow in multiple datacenter environment. Concurr. Comput. Pract. Exp. 27(18): 5606-5622 (2015) - [c3]Junxue Zhang, Fang Dong, Dian Shen, Jiahui Jin, Junzhou Luo:
Superblock: An Application-Aware Dynamic Partition Strategy for Large-Scale Graph. CBD 2015: 167-174 - 2014
- [c2]Dian Shen, Fang Dong, Junxue Zhang, Junzhou Luo:
Cost-Effective Virtual Machine Image Replication Management for Cloud Data Centers. HPCC/CSS/ICESS 2014: 229-236 - [c1]Junxue Zhang, Fang Dong, Dian Shen, Junzhou Luo:
Game theory based dynamic resource allocation for hybrid environment with cloud and big data application. SMC 2014: 1128-1133
Coauthor Index
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