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Publications

Journal Papers

  • Hui Wang, Zhiwen Yu, Yao Zhang, Yanfei Wang, Fan Yang, Liang Wang, Jiaqi Liu and Bin Guo. hmOS: An Extensible Platform for Task-Oriented Human-Machine Computing, IEEE Transactions on Human-Machine Systems, 2024.

  • Jingru Tan; Tom H Luan; Wen boGuan ; Yuntao Wang; Haixia Peng; Yao Zhang; Dongmei Zhao; Ning Lu; “Beam Alignment in MmWave V2X Communications: A Survey”, IEEE Communications Surveys & Tutorials, 2024.

  • Yao Zhang, Zhiwen Yu, Jun Zhang, Liang Wang, Tom H. Luan, Bin Guo, Chau Yuen, “Learning Decentralized Traffic Signal Controllers with Multi-Agent Graph Reinforcement Learning”, IEEE Transactions on Mobile Computing, vol. 23, no. 6, June 2024.

  • Jinkai Zheng; Yao Zhang; Tom H Luan; Phil K Mu; Guanjie Li; Mianxiong Dong; Yuan Wu; “Digital Twin Enabled Task Offloading for IoVs: A Learning-Based Approach”, IEEE Transactions on Network Science and Engineering, 2023.

  • Yuchuan Fu; Changle Li; Tom H. Luan; Yao Zhang; “IoV and blockchain-enabled driving guidance strategy in complex traffic environment”, China Communications, 2023.

  • Jinkai Zheng; Tom H Luan; Yao Zhang; Rui Li; Yilong Hui; Longxiang Gao; Mianxiongv Dong; “Data synchronization in vehicular digital twin network: A game theoretic approach”, IEEE Transactions on Wireless Communications, 2023.

  • Wenwei Yue; Peiang Zuo; Wengang Li; Yao Zhang; Yunfeng Zhang; Changle Li; Jun Huang; “Critical nodes identification: A non-cooperative method for unknown topology information in ad hoc networks”, China Communications,2023.

  • Yao Zhang; Changle Li; Tom H. Luan; Chau Yuen; Yuchuan Fu; “Collaborative driving: Learning-aided joint topology formulation and beamforming”, IEEE Vehicular Technology Magazine, vol. 17, no. 2, pp. 103-111, 2022.

  • Pincan Zhao; Changle Li; Yuchuan Fu; Yilong Hui; Yao Zhang; Nan Cheng; “Blockchain-enabled conditional decentralized vehicular crowdsensing system”, IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 10, pp. 18937-18950, 2022.

  • Yuchuan Fu; Li, Changle Li; Richard F. Yu; Tom H. Luan; Yao Zhang; “A selective federated reinforcement learning strategy for autonomous driving”, IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 2, pp. 1655-1668, 2022.

  • Shengxian Hu; Xuelian Cai; Yao Zhang; Mengqiu Tian; Yixin Fan; “Bayesian Online Learning for Sensory Data Analysis in Internet of Vehicles”, 2022 IEEE/CIC International Conference on Communications in China (ICCC), 2022.

  • Xuelian Cai; Luqiao Wang; Yilong Hui; Yue Chen; Wenwei Yue; Hui Wang; Yao Zhang; Nan Cheng; Changle Li; “Coverage optimization for directional sensor networks: A novel sensor redeployment scheme”, IEEE Internet of Things Journal, vol. 10, no. 2, pp. 1461-1475, 2022.

  • Tom H. Luan; Yao Zhang; Lin Cai; Yilong Hui; Changle Li; Nan Cheng; “Autonomous Vehicular Networks: Perspective and Open Issues”, arXiv preprint arXiv:2112.01154, 2021.

  • Yuchuan Fu; Changle Li; Richard F. Yu; Tom H. Luan; Yao Zhang; “Hybrid autonomous driving guidance strategy combining deep reinforcement learning and expert system”, IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 8, pp. 11273-11286, 2021.

  • Yuchuan Fu; Changle Li; Richard F. Yu; Tom H. Luan; Yao Zhang; “A survey of driving safety with sensing, vehicular communications, and artificial intelligence-based collision avoidance”, IEEE transactions on intelligent transportation systems, vol. 23, no. 7, pp. 6142-6163, 2021.

  • Yao Zhang; Changle Li; Tom H. Luan; Chau Yuen; Yuchuan Fu; Hui Wang; Weigang Wu; “Towards hit-interruption tradeoff in vehicular edge caching: Algorithm and analysis”, IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 6, pp. 5198-5210, 2021.

  • Yao Zhang; Changle Li; Tom H. Luan; Yuchuan Fu; Hui Wang; “Prediction based vehicular caching: where and what to cache?”, Mobile Networks and Applications, vol 25, pp. 760-771, 2020.

  • Changle Li; Yunfeng Zhang; Yao Zhang; Guoqiang Mao; Cunxing Jia; “Task assignment strategy for platoons in cooperative driving”, 电子与信息学报, 2020.

  • Changle Li; Yuchuan Fu; Richard F. Yu; Tom H. Luan; Yao Zhang; “Vehicle position correction: A vehicular blockchain networks-based GPS error sharing framework”, IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 2, pp. 898-912, 2020.

  • Hui Wang; Xuelian Cai; Yao Zhang; Anqi Liu; Pengfei Huang; Changle Li; “ Driving on GWB: Energy‐Efficiency‐Driven Route Optimisation for EVs”, IET Intelligent Transport Systems, vol. 14, no. 1, pp. 25-35, 2020.

  • Yuchuan Fu; Changle Li; Richard F. Yu; Tom H. Luan; Yao Zhang; “A decision-making strategy for vehicle autonomous braking in emergency via deep reinforcement learning”, IEEE transactions on vehicular technology, vol. 69, no. 6, pp. 5876-5888, 2020.

  • Yuchuan Fu; Changle Li; Richard F. Yu; Tom H. Luan; Yao Zhang; “An autonomous lane-changing system with knowledge accumulation and transfer assisted by vehicular blockchain”, IEEE Internet of Things Journal, vol. 7, no. 11, pp 11123-11136, 2020.

  • Yuchuan Fu; Richard F. Yu; Changle Li; Tom H. Luan; Yao Zhang; “Vehicular blockchain-based collective learning for connected and autonomous vehicles”, IEEE Wireless Communications, vol. 27, no. 2, pp. 197-203, 2020.

  • Yao Zhang; Changle Li; Tom H. Luan; Yuchuan Fu; Weisong Shi; Lina Zhu; “A Mobility-Aware Vehicular Caching Scheme in Content Centric Networks: Model and Optimization”, IEEE Transactions ON Vehicular Technology, vol. 68, no. 4, pp. 3100-3112, 2019.

  • Yuchuan Fu; Changle Li; Tom H. Luan; Yao Zhang; Richard F. Yu; “Graded warning for rear-end collision: An artificial intelligence-aided algorithm”, IEEE transactions on intelligent transportation systems, vol. 21, no. 2, pp. 565-579, 2019.

  • Yuchuan Fu; Changle Li; Tom H. Luan; Yao Zhang; Guoqiang Mao; “Infrastructure-cooperative algorithm for effective intersection collision avoidance”, Transportation research part C: emerging technologies, vol.89, pp. 188-204, 2018.

  • Nannan Li; Xuelian Cai; Xiaoming Yuan; Yao Zhang; Beibei Zhang; Changle Li; “EIMAC: A multi‐channel MAC protocol towards energy efficiency and low interference for WBANs”, IET Communications, vol. 12, no. 16, pp. 1954-1962, 2018.

  • Changle Li; Yao Zhang; Tom H. Luan; Yuchuan Fu; “Building transmission backbone for highway vehicular networks: Framework and analysis”, IEEE Transactions on Vehicular Technology, vol. 67, no. 9, pp. 8709-8722, 2018.

Conference Papers

  • Xuehan Zhao; Jiaqi Liu; Yao Zhang; Zhiwen Yu and Bin Guo; “HAIformer: Human-AI Collaboration Framework for Disease Diagnosis via Doctor-Enhanced Transformer”, 2024 European Conference on Artificial Intelligence (ECAI), 2024.

  • Zhu Wang; Zhen Chen; Yao Zhang; Chendi Geng; Wenchao Song; Zhuo Sun; Bin Guo; Zhiwen Yu; Liming Chen; “GrainSense: A Wireless Grain Moisture Sensing System based on Wi-Fi Signals”, The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2024).

  • Yao Zhang; Tom H. Luan; Hui Wang; Liang Wang; Zhiwen Yu; Bin Guo; Yimin Zhao; “Optimal Collaborative Uploading in Crowdsensing with Graph Learning”, IEEE International Conference on Communications (ICC), Rome, Italy, 2023.

  • Xueqing Wang; Liang Wang; Zhiwen Yu; Zichuan Xu; Yao Zhang; Weibo Chu; “Pricing in the open market of crowdsourced video edge caching: A newcomer perspective”, IEEE International Performance, Computing, and Communications Conference (IPCCC), 2022.

  • Hui Wang; Zhuoli Ren; Zhiwen Yu; Yao Zhang; Jiaqi Liu; Helei Cui; “CoupHM: Task Scheduling Using Gradient Based Optimization for Human-Machine Computing Systems”, IEEE 28th International Conference on Parallel and Distributed Systems (ICPADS), 2023.

  • Hui Wang; Zhiwen Yu; Zhuoli Ren; Yao Zhang; Bin Guo; “An Efficient HPU Resource Virtualization Framework for Human-Machine Computing Systems”, Proceedings of the 13th Asia-Pacific Symposium on Internetware, 2022.

  • Cong Fan; Changle Li; Yao Zhang; Wenwei Yue; Jing Zheng; “Resource allocation for platoon oriented vehicular communications: A neural network approach”, IEEE International Conference on Communications (ICC), 2021.

  • Hehe Zhang; Wenwei Yue; Yue Chen; Yao Zhang; Pincan Zhao; Changle Li; “Targeted dissemination of emergency information: Joint traffic and communication optimization”, IEEE International Conference on Communications (ICC), 2021.

  • Luqiao Wang; Changle Li; Hui Wang; Yao Zhang; Zhao Liu; “MEP-PSO algorithm-based coverage optimization in directional sensor networks”, IEEE Global Communications Conference (GLOBECOM), 2020.

  • Hui Wang; Changle Li; Yao Zhang; Zhao Liu; Yilong Hui; Guoqiang Mao; “A scheme on pedestrian detection using multi-sensor data fusion for smart roads”, IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 2020.

  • Yao Zhang; Changle Li; Tom H. Luan; Yuchuan Fu; Lina Zhu; “Caching on vehicles: a lyapunov based online algorithm”, International Conference on Ad Hoc Networks (ADHOCNETS), 2018. (Best Student Paper)

  • Pengfei Huang; Changle Li; Quyuan Luo; Yao Zhang; Bing Xia; “GECM: A Novel Green Wave Band Based Energy Consumption Model for Electric Vehicles”, IEEE 87th Vehicular Technology Conference (VTC Spring), 2018.

  • Yao Zhang; Changle Li; Tom H. Luan; Yueyang Song; Xiaoming Yuan; “Prototype System Based Enhanced Scheduled Access Mechanism for WBAN”, IEEE 86th Vehicular Technology Conference (VTC-Fall), 2017.

  • Nannan Li; Changle Li; Beibei Zhang; Yao Zhang; “An interference mitigation MAC protocol for wireless body area network”, IEEE/CIC International Conference on Communications in China (ICCC), 2017.

  • Tao Guo; Changle Li; Yao Zhang; Zhifang Miao; Lei Xiong; “Integrity-oriented service scheduling for vehicle-to-roadside data access”, 19th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2016.