Dian Shi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Stackelberg Game

Energy Efficient

Policy Gradient

Top Venues

IEEE Internet Things J.

IEEE Trans. Mob. Comput.

IEEE Trans. Wirel. Commun.

Publications

Liang Li, Chenpei Huang, Dian Shi, Hao Wang, Xiangwei Zhou, Minglei Shu, Miao Pan
Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation. IEEE Trans. Wirel. Commun. 23 (2) (2024)
Chenpei Huang, Hui Zhong, Jie Lian, Pavana Prakash, Dian Shi, Yuan Xu, Miao Pan
Eve Said Yes: AirBone Authentication for Head-Wearable Smart Voice Assistant. CoRR (2023)
Rui Chen, Dian Shi, Xiaoqi Qin, Dongjie Liu, Miao Pan, Shuguang Cui
Service Delay Minimization for Federated Learning Over Mobile Devices. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Dian Shi, Liang Li, Rui Chen, Pavana Prakash, Miao Pan, Yuguang Fang
Toward Energy-Efficient Federated Learning Over 5G+ Mobile Devices. IEEE Wirel. Commun. 29 (5) (2022)
Liang Li, Chenpei Huang, Dian Shi, Hao Wang, Xiangwei Zhou, Minglei Shu, Miao Pan
Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation. CoRR (2022)
Dian Shi, Liang Li, Maoqiang Wu, Minglei Shu, Rong Yu, Miao Pan, Zhu Han
To Talk or to Work: Dynamic Batch Sizes Assisted Time Efficient Federated Learning Over Future Mobile Edge Devices. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Liang Li, Dian Shi, Xinyue Zhang, Ronghui Hou, Hao Yue, Hui Li, Miao Pan
Privacy Preserving Participant Recruitment for Coverage Maximization in Location Aware Mobile Crowdsensing. IEEE Trans. Mob. Comput. 21 (9) (2022)
Dian Shi, Liang Li, Tomoaki Ohtsuki, Miao Pan, Zhu Han, H. Vincent Poor
Make Smart Decisions Faster: Deciding D2D Resource Allocation via Stackelberg Game Guided Multi-Agent Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 21 (12) (2022)
Rui Chen, Dian Shi, Xiaoqi Qin, Dongjie Liu, Miao Pan, Shuguang Cui
Service Delay Minimization for Federated Learning over Mobile Devices. CoRR (2022)
Liang Li, Dian Shi, Ronghui Hou, Xuanheng Li, Jie Wang, Hui Li, Miao Pan
Data-Driven Optimization for Cooperative Edge Service Provisioning With Demand Uncertainty. IEEE Internet Things J. 8 (6) (2021)
Dian Shi, Liang Li, Rui Chen, Pavana Prakash, Miao Pan, Yuguang Fang
Towards Energy Efficient Federated Learning over 5G+ Mobile Devices. CoRR (2021)
Liang Li, Dian Shi, Ronghui Hou, Hui Li, Miao Pan, Zhu Han
To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices. INFOCOM (2021)
Liang Li, Dian Shi, Ronghui Hou, Rui Chen, Bin Lin, Miao Pan
Energy-Efficient Proactive Caching for Adaptive Video Streaming via Data-Driven Optimization. IEEE Internet Things J. 7 (6) (2020)
Feng Hu, Bing Chen, Dian Shi, Xinyue Zhang, Haijun Zhang, Miao Pan
Secure Routing Protocol in Wireless Ad Hoc Networks via Deep Learning. WCNC (2020)
Liang Li, Dian Shi, Ronghui Hou, Hui Li, Miao Pan, Zhu Han
To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices. CoRR (2020)
Dian Shi, Hao Gao, Li Wang, Miao Pan, Zhu Han, H. Vincent Poor
Mean Field Game Guided Deep Reinforcement Learning for Task Placement in Cooperative Multiaccess Edge Computing. IEEE Internet Things J. 7 (10) (2020)
Dian Shi, Jixiang Lu, Jie Wang, Lixin Li, Kaikai Liu, Miao Pan
No One Left Behind: Avoid Hot Car Deaths via WiFi Detection. ICC (2020)
Dian Shi, Jiahao Ding, Sai Mounika Errapotu, Hao Yue, Wenjun Xu, Xiangwei Zhou, Miao Pan
Deep Q-Network-Based Route Scheduling for TNC Vehicles With Passengers' Location Differential Privacy. IEEE Internet Things J. 6 (5) (2019)
Dian Shi, Xuanheng Li, Ming Li, Jie Wang, Pan Li, Miao Pan
Optimal Transportation Network Company Vehicle Dispatching via Deep Deterministic Policy Gradient. WASA (2019)
Dian Shi, Jiahao Ding, Sai Mounika Errapotu, Hao Yue, Wenjun Xu, Xiangwei Zhou, Miao Pan
Deep Q-Network Based Route Scheduling for Transportation Network Company Vehicles. GLOBECOM (2018)