I am currently pursuing a Ph.D. in Computer Science at Beihang University (2023 – present), under the supervision of Professor Limin Xiao and Xiaojian Liao. I received my M.Eng. degree from Yunnan University in 2022, under the supervision of Professor Weisong Shi and Wei Zhou. I obtained my B.Eng. degree from Hubei Polytechnic University in 2019.

My research interests include AI/ML Systems and Edge Computing, focusing on performance optimization for AI inference systems and edge AI applications.

🔥 News

• 2025.01:  🎉🎉 CoServe has been accepted by ASPLOS ‘25.

🔍 Research Interests

- Efficient and Scalable Systems for AI

• CoE (Collaboration-of-Experts) inference/serving systems: CoServe (ASPLOS ‘25)

- Edge AI Applications

• UAV-based detection systems: E³-UAV (IEEE IoT-J), HIT-UAV (Scientific Data)

📝 Selected Publications

• [ASPLOS ‘25] CoServe: Efficient Collaboration-of-Experts (CoE) Model Inference with Limited Memory
  Jiashun Suo, Xiaojian Liao, Limin Xiao, Li Ruan, Jinquan Wang, Xiao Su, Zhisheng Huo
  ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2025. (CCF-A)

• [Sci. Data] HIT-UAV: A high-altitude infrared thermal dataset for Unmanned Aerial Vehicle-based object detection
  Jiashun Suo, Tianyi Wang, Xingzhou Zhang, Haiyang Chen, Wei Zhou, Weisong Shi
  Scientific Data (by Nature Research), 2023. (JCR Q1, ESI Highly Cited, Citations 300+)

• [IEEE IoT-J] E³-UAV: An Edge-Based Energy-Efficient Object Detection System for Unmanned Aerial Vehicles
  Jiashun Suo, Xingzhou Zhang, Weisong Shi, Wei Zhou
  IEEE Internet of Things Journal (IoT-J), 2023. (JCR Q1)

💻 Professional Services

• 2025: Reviewer for Scientific Data
• 2024: Reviewer for IEEE Transactions on Big Data (TBD)