Jingzhou Zhang' Blog

I am Jingzhou Zhang（张靖周）, currently a Master’s student at the School of Software Enginerring, Southeast University.

My research interests lie in Machine Learning Systems, Large Language Models, and LLM-based Agents. Among these areas, I have a particularly strong and lasting interest in systems research.

Research Interests

My research interests mainly include the following directions:

Edge Computing Systems

• I am interested in how to achieve efficient scheduling and computation under resource-constrained edge environments.
• For example, I study how to plan and execute tasks on edge devices in order to satisfy service-level objectives (SLOs).

Model Inference Optimization

• I focus on improving the efficiency of on-device model inference.
• For example, I am interested in how to fully exploit the characteristics of edge hardware to accelerate inference.

LLM Agents

• I am particularly interested in Agent Memory.
• For example, I study how to dynamically update memory during the online execution of an agent.

Education

• 2021 – 2025 Southeast University, B.Eng. in Computer Science and Technology
• 2025 – Present Southeast University, M.Eng. in Software Engineering. Advisor: Bori Li

Interests

Beyond research, I also enjoy:

• Open-source communities
• Hardware DIY (FPGA)
• Basketball

I am especially fascinated by systems that can interact with the real world. Whether they are hardware devices, edge nodes, or intelligent agent systems that can truly be deployed in practice, these topics continuously inspire my curiosity and enthusiasm for exploration.

At the same time, I like to stay informed about the latest technological developments and maintain a genuine passion for life.