Dr. Jeffrey Zhe PENG

Dr. Jeffrey Zhe PENG

Research Assistant Professor, Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University

Publications

  1. Chenhao Lin, Xiang Ji, Yulong Yang, Qian Li, Zhengyu Zhao, Zhe Peng, Run Wang, Liming Fang, Chao Shen, “Hard Adversarial Example Mining for Improving Robust Fairness”, IEEE Transactions on Information Forensics and Security (TIFS), 2024.

  2. Yu Li, Yueheng Lu, Xinyu Yang, and Zhe Peng, “Blockchain-Empowered Multi-skilled Crowdsourcing for Mobile Web 3.0”, Computer Communications, Nov. 2024.

  3. Zhe Peng, Jiamin Deng, Shang Gao, Helei Cui, and Bin Xiao, “vDID: Blockchain-Enabled Verifiable Decentralized Identity Management for Web 3.0”, in Proc. of the IEEE/ACM International Symposium on Quality of Service (IWQoS ‘24), Guangzhou, China, 2024.

  4. Baiqing Wang, Tao Xing, Xiaoning Liu, Zhe Peng, and Helei Cui, “Lightweight Multimodal Defect Detection at the Edge via Cross-Modal Distillation”, in Proc. of IEEE/ACM International Symposium on Quality of Service (IWQoS ‘24), Guangzhou, China, 2024.

  5. Jiawei Sheng, Jiamin Deng, Shang Gao, Huawei Huang, and Zhe Peng, “Authenticated Decentralized Identifier Retrieval for Blockchain-based Web 3.0”, in Proc. of the IEEE Global Communications Conference (GLOBECOM ‘24), Cape Town, South Africa, 2024.

  6. Chen Qiu, Jiamin Deng, Tao Peng, and Zhe Peng, “Blockchain-based Verifiable Decentralized Identities for Cyber-Physical Web 3.0”, in Proc. of the IEEE International Conference on Automation in Manufacturing, Transportation and Logistics (ICaMaL ‘24), Hong Kong, China, 2024.

  7. Shang Gao, Zhe Peng, Feng Tan, Yuanqing Zheng, and Bin Xiao, “SymmeProof: Compact Zero-Knowledge Argument for Blockchain Confidential Transactions”, IEEE Transactions on Dependable and Secure Computing (TDSC), Vol. 20, No. 3, pp. 2289-2301, May 2023.

  8. Yue Teng, Clyde Zhengdao Li, Geoffrey Q.P. Shen, Qianwen Yang, and Zhe Peng, “The Impact of Life Cycle Assessment Database Selection on Embodied Carbon Estimation of Buildings”, Building and Environment, Vol. 243, pp. 110648, Sep. 2023.

  9. Zhe Peng, Jianliang Xu, Haibo Hu, and Lei Chen, “BlockShare: A Blockchain Empowered System for Privacy-Preserving Verifiable Data Sharing”, IEEE Data Engineering Bulletin, June 2022.

  10. Haotian Wu, Zhe Peng, Songtao Guo, Yuanyuan Yang, and Bin Xiao, “VQL: Efficient and Verifiable Cloud Query Services for Blockchain Systems”, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 33, No. 6, pp. 1393-1406, June 2022.

  11. Zhe Peng, Jianliang Xu, Xiaowen Chu, Shang Gao, Yuan Yao, Rong Gu, and Yuzhe Tang, “VFChain: Enabling Verifiable and Auditable Federated Learning via Blockchain Systems”, IEEE Transactions on Network Science and Engineering (TNSE), Vol. 9, No. 1, pp. 173-186, Jan. 2022.

  12. Zhen Chen, Chen Yang, Meilu Zhu, Zhe Peng, and Yixuan Yuan, “Personalized Retrogress-Resilient Federated Learning towards Imbalanced Medical Data”, IEEE Transactions on Medical Imaging (TMI), Vol. 41, No. 12, pp. 3663 – 3674, Dec. 2022.

  13. Zhe Peng, Songlin Hou, and Yixuan Yuan, “EPAR: An Efficient and Privacy-Aware Augmented Reality Framework for Indoor Location-Based Services”, in Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS ‘22), Kyoto, Japan, 2022.

  14. Haixin Wang, Cheng Xu, Ce Zhang, Jianliang Xu, Zhe Peng, and Jian Pei, “vChain+: Optimizing Verifiable Blockchain Boolean Range Queries”, in Proc. of the IEEE International Conference on Data Engineering (ICDE ‘22), Kuala Lumpur, Malaysia, 2022.

  15. Zecheng Li, Shang Gao, Zhe Peng, Bin Xiao, Songtao Guo, and Yuanyuan Yang, “B-DNS: A Secure and Efficient DNS Based on the Blockchain Technology”, IEEE Transactions on Network Science and Engineering (TNSE), Vol. 8, No. 2, pp. 1674-1686, Apr. 2021.

  16. Zhe Peng, Cheng Xu, Haixin Wang, Jinbin Huang, Jianliang Xu, and Xiaowen Chu, “P2B-Trace: Privacy-Preserving Blockchain-based Contact Tracing to Combat Pandemics”, in Proc. of the ACM SIGMOD International Conference on Management of Data (SIGMOD ‘21), Xi’an, Shaanxi, China, 2021.

  17. Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, and Jianliang Xu, “BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing”, in Proc. of the International Conference on Database Systems for Advanced Applications (DASFAA ‘21) Workshops, Taipei, Taiwan, 2021. (Best Paper Award)

  18. Yuan Yao, Bin Xiao, Wen Wang, Gang Yang, Xingshe Zhou, and Zhe Peng, “Real-Time Cache-Aided Route Planning based on Mobile Edge Computing”, IEEE Wireless Communications, Vol. 27, No. 5, pp. 155-161, Oct. 2020.

  19. Shang Gao, Zhe Peng, Bin Xiao, Aiqun Hu, Yubo Song, and Kui Ren, “Detection and Mitigation of DoS Attacks in Software Defined Networks”, IEEE/ACM Transactions on Networking (ToN), Vol. 28, No. 3, pp. 1419-1433, June 2020.

  20. Zhe Peng, Yuan Yao, Bin Xiao, Songtao Guo, and Yuanyuan Yang, “When Urban Safety Index Inference Meets Location-based Data”, IEEE Transactions on Mobile Computing (TMC), Vol. 18, No. 11, pp. 2701-2713, Nov. 2019.

  21. Zhe Peng, Haotian Wu, Bin Xiao, and Songtao Guo, “VQL: Providing Query Efficiency and Data Authenticity in Blockchain Systems”, in Proc. of the IEEE International Conference on Data Engineering (ICDE ‘19), Macau, China, 2019.

  22. Shang Gao, Zecheng Li, Zhe Peng, and Bin Xiao, “Power Adjusting and Bribery Racing: Novel Mining Attacks in the Bitcoin System”, in Proc. of the ACM SIGSAC Conference on Computer and Communications Security (CCS ‘19), London, UK, 2019.

  23. Zhe Peng, Shang Gao, Zecheng Li, Bin Xiao, and Yi Qian, “Vehicle Safety Improvement through Deep Learning and Mobile Sensing”, IEEE Network, Vol. 32, No. 4, pp. 28-33, July 2018.

  24. Zhe Peng, Shang Gao, Bin Xiao, Songtao Guo, and Yuanyuan Yang, “CrowdGIS: Updating Digital Maps via Mobile Crowdsensing”, IEEE Transactions on Automation Science and Engineering (TASE), Vol. 15, No. 1, pp. 369-380, Jan. 2018.

  25. Zhe Peng, Shang Gao, Bin Xiao, Guiyi Wei, Songtao Guo, and Yuanyuan Yang, “Indoor Floor Plan Construction through Sensing Data Collected from Smartphones”, IEEE Internet of Things Journal (IoTJ), Vol. 5, No. 6, pp. 4351-4364, Dec. 2018.

  26. Yuan Yao, Zhe Peng, and Bin Xiao, “Parallel Hyper-Heuristic Algorithm for Multi-objective Route Planning in a Smart City”, IEEE Transactions on Vehicular Technology (TVT), Vol. 67, No. 11, pp. 10307-10318, Nov. 2018.

  27. Jiwei Li, Zhe Peng, and Bin Xiao, “New Mobility-aware Application Offloading Design with Low Delay and Energy Efficiency”, in Proc. of the IEEE International Conference on Communications (ICC ‘18), Kansas City, MO, USA, 2018.

  28. Jiwei Li, Zhe Peng, Shang Gao, Bin Xiao, and Henry Chan, “Smartphone-Assisted Energy Efficient Data Communication for Wearable Devices”, Computer Communications, Vol. 105, pp. 33-43, June 2017.

  29. Zhe Peng, Bin Xiao, Yuan Yao, Jichang Guan, and Fan Yang, “U-Safety: Urban Safety Analysis in a Smart City”, in Proc. the IEEE International Conference on Communications (ICC ‘17), Paris, France, 2017.

  30. Yuan Yao, Zhe Peng, Bin Xiao, and Jichang Guan, “An Efficient Learning-based Approach to Multi-objective Route Planning in a Smart City”, in Proc. of the IEEE International Conference on Communications (ICC ‘17), Paris, France, 2017.

  31. Shang Gao, Zhe Peng, Bin Xiao, Aiqun Hu, and Kui Ren, “FloodDefender: Protecting Data and Control Plane Resources under SDN-aimed DoS Attacks”, in Proc. of the IEEE International Conference on Computer Communications (INFOCOM ‘17), Atlanta, GA, USA, 2017.

  32. Shang Gao, Zhe Peng, Bin Xiao, Qingjun Xiao, and Yubo Song, “SCoP: Smartphone Energy Saving by Merging Push Services in Fog Computing”, in Proc. of the IEEE/ACM International Symposium on Quality of Service (IWQoS ‘17), Barcelona, Spain, 2017.

  33. Shang Gao, Zhe Peng, Bin Xiao, and Yubo Song, “Secure and Energy Efficient Prefetching Design for Smartphones”, in Proc. of the IEEE International Conference on Communications (ICC ‘16), Kuala Lumpur, Malaysia, 2016.

  34. Jiwei Li, Zhe Peng, and Bin Xiao, “Smartphone-Assisted Smooth Live Video Broadcast on Wearable Cameras”, in Proc. of the IEEE/ACM International Symposium on Quality of Service (IWQoS ‘16), Beijing, China, 2016.

  35. Jiwei Li, Zhe Peng, Bin Xiao, and Yu Hua, “Make Smartphones Last A Day: Pre-processing Based Computer Vision Application Offloading”, in Proc. of the IEEE International Conference on Sensing, Communication and Networking (SECON ‘15), Seattle, WA, USA, 2015.

  36. Zhe Peng, Hancheng Lu, and Peilin Hong, “On Optimal Power Allocation Scheme for Delay-Constrained Communication”, Journal of University of Chinese Academy of Sciences, 2013.