Selected Publications

A full list of publications is available at Google Scholar.  (* Co-Primary)

1. Hao Tian, Haolong Xiang, Tingtong Zhu, Siyuan Wu, Cheng Chen, Zheng Li, Mingxu Jiang, Wanchun Dou.
   An Inference Acceleration Approach for Boosting DNN Cold Start in Cloud-Edge Computing.
   The 20th International Conference on Advanced Data Mining and Applications (ADMA), 2024.
   (Best Student Paper Runner-Up)

2. Hao Tian, Cheng Chen, Fei Dai, Wanchun Dou.
   SFSM: A Serverless Function Scheduling Method for FaaS Applications over Edge Computing.
   2024 IEEE International Conference on Web Services (ICWS), 2024.

3. Hao Tian, Xiaolong Xu, Hongyue Wu, Qingzhan Zhao, Jianguo Dai, Maqbool Khan.
   Cost-Efficient Deep Neural Network Placement in Edge Intelligence-Enabled Internet of Things.
   ACM Transactions on Sensor Networks (TOSN), 2024.

4. Xiaolong Xu*, Hao Tian*, Xuyun Zhang, Lianyong Qi, Qiang He, Wanchun Dou.
   Distributed COVID-19 Detection on X-Ray Images with Edge-Cloud Collaboration.
   IEEE Transactions on Services Computing (TSC), 2022.
   (ESI Highly Cited Paper)

5. Hao Tian, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wanchun Dou, Shui Yu, Qiang Ni.
   Computation Offloading and Caching for Self-Driving with Deep Reinforcement Learning.
   IEEE Transactions on Vehicular Technology (TVT), 2021.
   [Code]

6. Hao Tian, Xiaolong Xu, Tingyu Lin, Yong Cheng, Cheng Qian, Lei Ren, Muhammad Bilal.
   Distributed Cooperative Microservice Caching for Internet of Things in Edge Computing by Deep Reinforcement Learning.
   World Wide Web Journal (WWWJ), 2022.