Publications

  • Yuchen Wang, Jinghui Zhang*, Zhengjie Huang, Weibin Li, Shikun Feng, Ziheng Ma, Yu Sun, Dianhai Yu, Fang Dong, Jiahui Jin, Beilun Wang, and Junzhou Luo. 2023. Label Information Enhanced Fraud Detection against Low Homophily in Graphs. In Proceedings of the ACM Web Conference 2023 (WWW 2023), May 1–5, 2023, Austin, TX, USA. ACM, New York, NY, USA, 11 pages. (CCF推荐A类)

  • Fang Dong, Huitian Wang, Dian Shen, Zhaowu Huang, Qiang He, Jinghui Zhang. Multi-exit DNN Inference Acceleration based on Multi-Dimensional Optimization for Edge Intelligence. IEEE Transactions on Mobile Computing, DOI: 10.1109/TMC.2022.3172402, 2022. Accepted (CCF推荐A类)

  • Jinghui Zhang, Xinyu Cheng, Cheng Wang, Yuchen Wang, Zhan Shi, Jiahui Jin, Aibo Song, Wei Zhao, Liangsheng Wen & Tingting Zhang. FedAda: Fast-convergent adaptive federated learning in heterogeneous mobile edge computing environment. World Wide Web, DOI: 10.1007/s11280-021-00989-x, 2022. Accepted (CCF推荐B类)

  • Jinghui Zhang, Yuchen Wang, Tianyu Huang, Fang Dong, Thermal-Aware On-Device Inference Using Single-Layer Parallelization with Heterogeneous Processors, Tsinghua Science and Technology, 2022. Accepted (JCR二区)

  • Fa Xin, Jinghui Zhang, Junzhou Luo, Fang Dong, Federated Learning Client Selection Mechanism Under System and Data Heterogeneity, Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design (IEEE CSCWD), 2022 (CCF推荐C类)

  • Jiange Li, Yuchen Wang, Jinghui Zhang*, Jiahui Jin, Fang Dong and Lei Qian, PipePar: A Pipelined Hybrid Parallel Approach for Accelerating Distributed DNN Training, IEEE CSCWD 2021(CCF推荐C类)

  • Jiakai Tang, Jiahui Jin, Zijia Miao, Binjie Zhang, Qi An and Jinghui Zhang, Region-aware POI Recommendation with Semantic Spatial Graph, IEEE CSCWD 2021(CCF推荐C类)

  • Jinghui Zhang, Jun Zhan, Jiange Li, Jiahui Jin, Lei Qian:Optimizing execution for pipelined-based distributed deep learning in a heterogeneously networked GPU cluster. Concurrency and Computation: Practice and Experience, 32(23), 2020(CCF推荐C类)

  • Jinghui Zhang, Jian Chen, Jun Zhan, Jiahui Jin, Aibo Song, Graph Partition Based Data and Task Co-Scheduling of Scientific Workflow in Geo-Distributed Datacenters, Concurrency and Computation: Practice and Experience, 31(24), 2019(CCF推荐C类)

  • Kexi Kang, Jinghui Zhang*, Jiahui Jin, Dian Shen, Junzhou Luo, Wenxin Li, Zhiang Wu, MBECN: Enabling ECN with Micro-burst Traffic in Multi-queue Data Center. Proceedings of the 2019 IEEE International Conference on Cluster Computing (IEEE Cluster), 2019(CCF推荐B类)

  • Kexi Kang, Jinghui Zhang*, Jiahui Jin, Dian Shen, Runqun Xiong, Junzhou Luo,QAECN: Dynamically Tuning ECN Threshold with Micro-burst in Multi-queue Data Centers. Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design (IEEE CSCWD), 2019(CCF推荐C类)

  • Jun Zhan, Jinghui Zhang*, Pipe-Torch: Pipeline-Based Distributed Deep Learning in a GPU Cluster with Heterogeneous Networking. CBD 2019: 55-60

  • Jiahui Jin, Junzhou Luo, Mingyang Du, Yongcheng Dang, Feng Li, Jinghui Zhang, Aibo Song, A data-locality-aware task scheduler for distributed social graph queries. Future Generation Comp. Syst. 93: 1010-1022 (2019)(JCR一区)

  • Jinghui Zhang, Jian Chen, Junzhou Luo, Aibo Song, Efficient location-aware data placement for data-intensive applications in geo-distributed scientific data centers. Tsinghua Science and Technology, 2016, 21 (5):471-481(JCR二区)

  • Jiyuan Shi, Junzhou Luo, Fang Dong, Jinghui Zhang and Junxue Zhang. Elastic Resource Provisioning for Scientific Workflow Scheduling in Cloud under Budget and Deadline Constraints. Cluster Computing, 2016,19(1):167-182.(JCR二区)

  • Jinghui Zhang, Junzhou Luo, Fang Dong. Scientific workflow scheduling in non-dedicated heterogeneous multicluster with advance reservations. Integrated Computer-Aided Engineering. 2015, 22(3):261-280(JCR一区)

  • Jinghui Zhang, Mingjun Wang, Junzhou Luo, Fang Dong, Junxue Zhang. Towards optimized scheduling for data-intensive scientific workflow in multiple datacenter environment. Concurrency and Computation: Practice and Experience, 2015,27(18):5606-5622(CCF推荐C类)

  • Jinghui Zhang, Junzhou Luo, Fang Dong. Scheduling of scientific workflow in non-dedicated heterogeneous multicluster platform. Journal of Systems and Software. 2013, 86(7):1806-1818(CCF推荐B类)

  • AMS Collaboration, Properties of Heavy Secondary Fluorine Cosmic Rays: Results from the Alpha Magnetic Spectrometer, Phys. Rev. Lett. 126, 081102 (2021)(JCR一区)

  • AMS Collaboration, The Alpha Magnetic Spectrometer (AMS) on the International Space Station: Part II - Results from the First Seven Years, Phys. Rep. 894, 1 (2021)(JCR一区)

  • AMS Collaboration, Properties of Iron Primary Cosmic Rays: Results from the Alpha Magnetic Spectrometer, Phys. Rev. Lett. 126, 041104 (2021)(JCR一区)

  • AMS Collaboration, Properties of Neon, Magnesium, and Silicon Primary Cosmic Rays Results from the Alpha Magnetic Spectrometer, Phys. Rev. Lett. 124, 211102 (2020)(JCR一区)