Guopeng Li (李国鹏)

Ph.D. Candidate major in Computer Science
University of Science and Technology of China (USTC)

Email: guopengli2016 at foxmail dot com/guopengli2016 at gmail dot com
WeChat: studentli20
Github: GitHub
DBLP: DBLP
Google Scholar: Google Scholar

I am currently a Ph.D. candidate at University of Science and Technology of China (USTC), under the co-supervision of Prof. Guoliang Chen and Prof. Haisheng Tan. Research interests: Serving System for LLM-Based Application, Serverless Computing, Caching and Scheduling Algorithms.

Education

University of Science and Technology of China (USTC), Hefei, China
Ph.D. in Computer Science, 2020 - 2026 (Expected)
Advisor: Prof. Guoliang Chen and Prof. Haisheng Tan

Central South University (CSU), Changsha, China
B.Eng. in Computer Science, 2016 - 2020


I will graduate from USTC in Spring/Summer 2026, and I am currently looking for job opportunities. Please feel free to contact me.

Selected Publications

Online Container Caching with Late-Warm for IoT Data Processing
Guopeng Li, Haisheng Tan, Xuan Zhang, Chi Zhang, Ruiting Zhou, Zhenhua Han, Guoliang Chen
Key Words: Serverless Computing, Container Caching
IEEE ICDE 2024 (CCF-A)
Cite


DAG Scheduling in Mobile Edge Computing
Guopeng Li, Haisheng Tan, Liuyan Liu, Hao Zhou, Shaofeng H.-C. Jiang, Zhenhua Han, Xiang-Yang Li, Guoliang Chen
Key Words: Task Scheduling, Edge Computing
ACM Transactions on Sensor Networks (CCF-B)
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A Plan Reuse Mechanism for LLM-Driven Agent (in Chinese)
Guopeng Li, Ruiqi Wu, Haisheng Tan, Guoliang Chen
Key Words: LLM-based Agent, Plan Reuse, Intent Recognition
Journal of Computer Research and Development (计算机研究与发展, CCF-A中文)
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Samples Dispatching Mechanism for Accelerating Recommendation Model Training in Edge Intelligent Computing System(in Chinese)
Guopeng Li, Haisheng Tan, Chi Zhang, Hongqiu Ni, Zilong Wang, Xinyue Zhang, Yang Xu, Han Tian, Guoliang Chen.
Key Words: DLRM Training, Embedding Samples Dispatching, Parameter Server
Journal of Computer Research and Development (计算机研究与发展, CCF-A中文)
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Online File Caching on Multiple Caches in Latency-Sensitive Systems
Guopeng Li, Chi Zhang, Hongqiu Ni, Haisheng Tan
Key Words: Online File Caching, Multiple Caches
CSoNet 2022, invited paper
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Edge-Centric Pricing Mechanisms with Selfish Heterogeneous Users
Haisheng Tan, Guopeng Li, Ziyu Shen, Zihe Wang, Zhenhua Han, Mingjun Xiao, Xiang-Yang Li, Guoliang Chen
Key Words: Edge-Centric Pricing, Selfish Heterogeneous Users
Journal of Computer Science and Technology 2025 (CCF-B)
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Online File Caching in Latency-Sensitive Systems with Delayed Hits and Bypassing
Chi Zhang, Haisheng Tan, Guopeng Li, Zhenhua Han, Shaofeng H.-C. Jiang, Xiang-Yang Li
Key Words: Online File Caching, Delayed Hits
IEEE INFOCOM 2022(CCF-A)
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Asymptotically Tight Approximation for Online File Caching with Delayed Hits and Bypassing
Haisheng Tan, Yi Wang, Chi Zhang, Guopeng Li, Haohua Du, Zhenhua Han, Shaofeng H.-C. Jiang, Xiang-Yang Li
Key Words: Online File Caching, Delayed Hits
IEEE/ACM ToN 2025(CCF-A)
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Online Approximation Scheme for Scheduling Heterogeneous Utility Jobs in Edge Computing
Chi Zhang, Haisheng Tan, Haoqiang Huang, Zhenhua Han, Shaofeng H.-C. Jiang, Guopeng Li, Xiang-Yang Li
Key Words: Edge Computing, Utility Jobs, Online Approximation
IEEE/ACM ToN 2023(CCF-A)
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Internship Experience

Alibaba Group, Hangzhou, China
Intern, 2025.02 -
Key Words: KV Cache Management, LLM Serving, Shared Memory, MCP

Huawei, Xi'an, China
Intern, 2021.07 - 2021.09
Key Words: CDN Cache, Task Scheduling

Meituan, Beijing, China
Intern, 2019.11 - 2020.03
Key Words: A/B Testing, Automation Testing

Services

Shadow PC of VLDB 2026
Reviewer of ACM KDD 2025
Reviewer of ACM IMWUT/Ubicomp 2025
Shadow TPC of ACM CoNEXT 2025
Reviewer of CogSci 2025
Volunteer for ACM TURC 2021


Awards

JiaoLong Scholarship 2024
JAC-NIO Scholarship 2024
National Scholarship 2019