I am pursuing my Ph.D. degree at School of Computer Science and Engineering, Sun Yat-Sen University (SYSU), co-supvised by Prof. Lin Chen , and Prof. Xu Chen . Prior to joining SYSU, I obtained my B.Eng. and B.A. (double degree) from South China University of Technology (SCUT).

My interest includes edge intelligence and privacy preservation. Recently, I have focused on large models at edge.

🔥 News

💥 I anticipate graduating in 2025 and am open to research positions. If you are interested, please feel free to contact me. 💥

📝 Publications

Jingyi Li, Guocheng Liao, Lin Chen, Xu Chen. Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification Tasks. IEEE Transactions on Mobile Computing (TMC), 2023.
Jingyi Li, Guangjing Huang, Liekang Zeng, Lin Chen, Xu Chen. Chained-DP: Can We Recycle Privacy Budget? IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 2023.
Jingyi Li, Guangjing Huang, Leikang Zeng, Lin Chen, Xu Chen. Sequential Privacy Budget Recycling for Federated Vector Mean Estimation: A Game-Theoretic Approach. IEEE Transactions on Mobile Computing (TMC), 2024.
Jingyi Li, Wenzhong Ou, Bei Ouyang, Shengyuan Ye, Liekang Zeng, Lin Chen, Xu Chen. Revisiting Location Privacy in MEC-Enabled Computation Offloading. Transactions on Information Forensics & Security (TIFS), 2025.
Weiming Chang, Jingyi Li, Lin Chen, Xu Chen. DiffTSN: Scheduling Mixed Flows in Time-Sensitive Networks with Diffusion based Method. Journal of Computer Science and Technology (JCST), 2025.
Weiheng Tang, Jingyi Li, Lin Chen, Xu Chen. Design and Optimization of Hierarchical Gradient Coding for Distributed Learning at Edge Devices. IEEE Transactions on Communication (TCOM), 2024.
Bei Ouyang, Shengyuan Ye, Liekang Zeng, Tianyi Qian, Jingyi Li, Xu Chen. Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-tuning. In International Conference on Parallel Processing (ICPP), 2024.
Guangjing Huang, Xu Chen, Qiong Wu, Jingyi Li, Qianyi Huang. Joint Client and Cross-Client Edge Selection for Cost-Efficient Federated Learning of Graph Convolutional Networks. IEEE/ACM Transactions on Networking (ToN), 2024.

🎖 Honors and Awards

2022-2024 Academic First Class Scholarship at SYSU.
2024.11 Junhai Scholarship.
2019.10 National Scholarship.
2018.10 Samsung Scholarship.

📖 Educations

2020.06 - 2025.07 (expected), Master and Ph.D., Sun Yat sen University, Guangzhou.
2016.09 - 2020.06, Undergraduate, South China University of Technology, Guangzhou.

💻 Internships

2019.9 - 2019.11, High Fund, Guangzhou.

💼 Academic Services

Journal Reviewer
- IEEE Transactions on Network Science and Engineering
Program Committee Member
- The 20th IFIP International Conference on Network and Parallel Computing (NPC 2024)
- The 20th International Conference on Mobility, Sensing and Networking (MSN 2024)

👨‍🏫 TA Experience

Reinforcement Learning and Game Theory’ 2021 Fall
Edge Computing’ 2024 Spring