Journal Publications

1. Chenpei Huang, Hui Zhong, Jie Lian, Pavana Prakash, Dian Shi, Yuan Xu, and Miao Pan, "Eve Said Yes: AirBone Authentication for Head-Wearable Smart Voice Assistant." (arXiv)

2. Rui Chen, Dian Shi, Xiaoqi Qin, Dongjie Liu, Miao Pan, Shuguang Cui, "Service Delay Minimization for Federated Learning over Mobile Devices." Submitted to IEEE Journal on Selected Areas in Communications (JSAC), 2023.

3. Liang Li, Chenpei Huang, Dian Shi, Hao Wang, Xiangwei Zhou, Minglei Shu, and Miao Pan, "Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation." submitted to Transactions on Wireless Communications (TWC), 2023.

4. Dian Shi, Liang Li, Maoqiang Wu, Minglei Shu, Rong Yu, Miao Pan, and Zhu Han. “To Talk or to Work: Dynamic Batch Sizes Assisted Time Efficient Federated Learning over Future Mobile Edge Devices”, IEEE Transactions on Wireless Communications (TWC), 2022. 

5. Dian Shi, Liang Li, Rui Chen, Pavana Prakash, Miao Pan, and Yuguang Fang. “Towards Energy Efficient Federated Learning over 5G+ Mobile Devices.” IEEE Wireless Communications (WCM), 2022.

6. Dian Shi, Liang Li, Tomoaki Ohtsuki, Miao Pan, Zhu Han, and H. Vincent Poor. “Make Smart Decisions Faster: Deciding D2D Resource Allocation via Stackelberg Game Guided Multi-Agent Deep Reinforcement Learning.” IEEE Transaction on Mobile Computing (TMC), 2021. 

7. Liang Li, Dian Shi, Xinyue Zhang, Ronghui Hou, Hao Yue, Hui Li, and Miao Pan. “Privacy preserving participant recruitment for coverage maximization in location aware mobile crowdsensing”, IEEE Transaction on Mobile Computing (TMC), 2021.

8. Liang Li, Dian Shi, Ronghui Hou, Xuanheng Li, Jie Wang, Hui Li, and Miao Pan. “Data-driven optimization for cooperative edge service provisioning with demand uncertainty”, IEEE Internet of Things Journal (J-IoT), 2020. 

9. Dian Shi, Hao Gao, Li Wang, Miao Pan, Zhu Han, and H. Vincent Poor. "Mean Field Game Guided Deep Reinforcement Learning for Task Placement in Cooperative Multi-Access Edge Computing." IEEE Internet of Things Journal (J-IoT), 2020.

10. Liang Li, Dian Shi, Ronghui Hou, Rui Chen, Bin Lin, and Miao Pan. “Energy-efficient proactive caching for adaptive video streaming via data-driven optimization”, IEEE Internet of Things Journal (J-IoT), 2020. 

11. Dian Shi, Jiahao Ding, Sai Mounika Errapotu, Hao Yue, Wenjun Xu, Xiangwei Zhou, and Miao Pan. "Deep Q-Network Based Route Scheduling for TNC Vehicles with Passengers’ Location Differential Privacy." IEEE Internet of Things Journal (J-IoT), 2019. Details 

Conference Publications

1. Liang Li, Dian Shi, Ronghui Hou, Hui Li, Miao Pan, and Zhu Han, "To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices", IEEE International Conference on Computer Communications (INFOCOM), Virtual Conference, May 10-13, 2021.

2. Dian Shi, Jixiang Lu, Jie Wang, Lixin Li, Kaikai Liu, and Miao Pan“No One Left Behind: Avoid Hot Car Deaths via WiFi Detection”, IEEE International Conference on Communications (ICC), Dublin, Ireland, June 7-11, 2020.

3. Feng Hu, Bing Chen, Dian Shi, Xinyue Zhang, Haijun Zhang, and Miao Pan, "Secure Routing Protocol in Wireless Ad Hoc Networks via Deep Learning", IEEE Wireless Communications and Networking Conference (WCNC), Seoul, South Korea, April 6-9, 2020. 

4. Dian Shi, Xuanheng Li, Ming Li, Jie Wang, Pan Li, and Miao Pan. "Optimal Transportation Network Company Vehicle Dispatching via Deep Deterministic Policy Gradient." In International Conference on Wireless Algorithms, Systems, and Applications (WASA), Hawaii, USA, 2019. Details 

5. Dian Shi, Jiahao Ding, Sai Mounika Errapotu, Hao Yue, Wenjun Xu, Xiangwei Zhou, and Miao Pan. "Deep Q-Network Based Route Scheduling for Transportation Network Company Vehicles." In 2018 IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, UAE, December 9-13, 2018. 

Patents

1. Chenpei Huang, Miao Pan, and Dian Shi, "Systems and apparatus for multifactor authentication using bone conduction and audio signals", US Patent App. 18/180,270, 2023.

2. Chenpei Huang, Miao Pan, and Dian Shi, "Method for multifactor authentication using bone conduction and audio signals", US Patent App. 18/180,277, 2023.