Deep Q-Network Based Route Scheduling for Transportation Network Company Vehicles. - Dian Shi; Jiahao Ding; Sai Mounika Errapotu; Hao Yue 001; Wenjun Xu 001; Xiangwei Zhou; Miao Pan (GLOBECOM, 2018)

Optimal Transportation Network Company Vehicle Dispatching via Deep Deterministic Policy Gradient. - Dian Shi; Xuanheng Li; Ming Li 006; Jie Wang 003; Pan Li 001; Miao Pan (WASA, 2019)

Deep Q-Network-Based Route Scheduling for TNC Vehicles With Passengers' Location Differential Privacy. - Dian Shi; Jiahao Ding; Sai Mounika Errapotu; Hao Yue 001; Wenjun Xu 001; Xiangwei Zhou; Miao Pan (IEEE Internet Things J., 2019)

No One Left Behind: Avoid Hot Car Deaths via WiFi Detection. - Dian Shi; Jixiang Lu; Jie Wang 003; Lixin Li; Kaikai Liu; Miao Pan (ICC, 2020)

Secure Routing Protocol in Wireless Ad Hoc Networks via Deep Learning. - Feng Hu 003; Bing Chen 002; Dian Shi; Xinyue Zhang 001; Haijun Zhang 001; Miao Pan (WCNC, 2020)

Energy-Efficient Proactive Caching for Adaptive Video Streaming via Data-Driven Optimization. - Liang Li; Dian Shi; Ronghui Hou; Rui Chen 026; Bin Lin 001; Miao Pan (IEEE Internet Things J., 2020)

Mean Field Game Guided Deep Reinforcement Learning for Task Placement in Cooperative Multiaccess Edge Computing. - Dian Shi; Hao Gao 008; Li Wang 039; Miao Pan; Zhu Han 001; H. Vincent Poor (IEEE Internet Things J., 2020)

To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices. - Liang Li; Dian Shi; Ronghui Hou; Hui Li 006; Miao Pan; Zhu Han 001 (INFOCOM, 2021)

Towards Energy Efficient Federated Learning over 5G+ Mobile Devices. - Dian Shi; Liang Li; Rui Chen 026; Pavana Prakash; Miao Pan; Yuguang Fang (CoRR, 2021)

Data-Driven Optimization for Cooperative Edge Service Provisioning With Demand Uncertainty. - Liang Li; Dian Shi; Ronghui Hou; Xuanheng Li; Jie Wang 003; Hui Li 006; Miao Pan (IEEE Internet Things J., 2021)

Privacy Preserving Participant Recruitment for Coverage Maximization in Location Aware Mobile Crowdsensing. - Liang Li; Dian Shi; Xinyue Zhang 001; Ronghui Hou; Hao Yue 001; Hui Li 006; Miao Pan (IEEE Trans. Mob. Comput., 2022)

Make Smart Decisions Faster: Deciding D2D Resource Allocation via Stackelberg Game Guided Multi-Agent Deep Reinforcement Learning. - Dian Shi; Liang Li; Tomoaki Ohtsuki; Miao Pan; Zhu Han 001; H. Vincent Poor (IEEE Trans. Mob. Comput., 2022)

To Talk or to Work: Dynamic Batch Sizes Assisted Time Efficient Federated Learning Over Future Mobile Edge Devices. - Dian Shi; Liang Li; Maoqiang Wu; Minglei Shu; Rong Yu 001; Miao Pan; Zhu Han 001 (IEEE Trans. Wirel. Commun., 2022)

Toward Energy-Efficient Federated Learning Over 5G+ Mobile Devices. - Dian Shi; Liang Li; Rui Chen 026; Pavana Prakash; Miao Pan; Yuguang Fang (IEEE Wirel. Commun., 2022)

Eve Said Yes: AirBone Authentication for Head-Wearable Smart Voice Assistant. - Chenpei Huang; Hui Zhong; Jie Lian; Pavana Prakash; Dian Shi; Yuan Xu; Miao Pan (CoRR, 2023)

Service Delay Minimization for Federated Learning Over Mobile Devices. - Rui Chen 026; Dian Shi; Xiaoqi Qin; Dongjie Liu; Miao Pan; Shuguang Cui (IEEE J. Sel. Areas Commun., 2023)

Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation. - Liang Li; Chenpei Huang; Dian Shi; Hao Wang 022; Xiangwei Zhou; Minglei Shu; Miao Pan (IEEE Trans. Wirel. Commun., 2024)

Eve Said Yes: AirBone Authentication for Head-Wearable Smart Voice Assistant. - Chenpei Huang; Hui Zhong; Pavana Prakash; Dian Shi; Xu Yuan 001; Miao Pan (IEEE Trans. Mob. Comput., 2025)