Biography

I am a final-year Ph.D. student at Rutgers University, under the supervision of Prof. Desheng Zhang. I am also working with Prof. Tian He, Prof. Yunhuai Liu and Prof. Shuai Wang in research. I obtained my master degree from Central South University, under the supervision of Prof. Jiawei Huang.

My research is concentrated in the areas of Human-Centric Cyber-Physical Systems and Spatial-Temporal Data Science. I focus on exploring various techniques, e.g., Large Language Models (LLMs), Robust Machine Learning, and Interpretable Large-scale System Optimization, for predictive analytics and decision-making problems in smart cities. My work is informed by real-world demands and the systems I developed have been deployed nationwide to improve urban life and promote environmental sustainability. My publications can also be found at Google Scholar.

Research Experiences

Research Intern in JD Logistics     Summer 2021

• Led a fair courier workload measurement project, which has been deployed nationwide

Research Intern in JD Logistics     Summer 2022

• Led a relay-based courier scheduling project in last-mile logistics, which has been deployed in more than 200 delivery stations, serving about 1 million orders a day
• Led an order transportation optimization project, which has been deployed in one major city in China

Research Intern in JD Logistics     Summer 2023

• Led a courier workload measurement project to achieve fair last-mile task assignments
• Led a cooperation-based last-mile delivery project to improve courier efficiency, which has been deployed in more than 200 delivery stations

Research Intern in JD Logistics     Summer 2024

• Led a heterogeneous task assignment system to optimize courier efficiency in conducting various tasks
• Led a heterogeneous worker scheduling project to optimize courier and sale cooperation in last-mile logistics
• Led a nationwide order-level carbon footprint measurement project to quantify the environmental impact of the logistics industry

Recent News

• Jan. 2025: A 1st-authored paper accepted by WWW 2025.
• Dec. 2024: A co-authored paper accepted by AAAI 2025
• Nov. 2024: A co-authored paper accepted by KDD 2025.
• Sep. 2024: A 1st-authored paper accepted by IEEE TMC.
• Aug. 2024: A co-authored paper accepted by SIGSPATIAL 2024.
• Jul. 2024: Three co-authored papers accepted by CIKM 2024.
• May. 2024: A Co-authored paper accepted by IEEE TKDE and a co-authored paper accepted by IEEE TMC.
• Apr. 2024: A Co-authored paper accepted by IEEE/ACM IWQOS.
• Feb. 2024: A Co-authored paper accepted by IEEE Transactions on Cloud Computing.
• Oct. 2023: A Co-authored paper accepted by ICA3PP 2023 is awarded the best student paper.
• Aug. 2023: Two Co-authored papers accepted by CIKM 2023.
• Apr. 2023: A 1st-authored paper PSOT accepted by IJCAI 2023.
• Apr. 2023: Co-authored paper accepted by ACM Transactions on Sensor Networks (TOSN).
• Feb. 2023: A 1st-authored paper REDE accepted by ICDE 2023
• Aug. 2022: Two Co-authored papers accepted by ACM SIGSPATIAL 2022.
• Aug. 2022: A 1st-authored paper FHOG accepted by CIKM 2022
• Oct. 2021: A 1st-authored paper Mover accepted by IMWUT/Ubicomp.