Wenjun Lyu

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. Yunhuai Liu in research. I obtained my master degree from Central South University, under the supervision of Prof. Jiawei Huang.

My research interests are broadly in the areas of Cyber-Physical Systems, Data Center Networks, and Distributed Machine Learning Systems. Currently, I focus on Data-Driven Applications in Smart Logistics.
You can contact me at wenjun.lyu AT rutgers DOT edu. My publications can also be found at Google Scholar.

Research Experiences

Research Intern in JD Logistics Mar. 2021 - Aug. 2021, Jun. 2022-Now

Design a homogeneous order grouping system to improve couriers’ workload measurement in last-mile delivery based on couriers’ reporting data, which has been deployed on a nationwide scale.

Propose a relay-based last-mile delivery scheme to improve delivery efficiency and design a relay route generation algorithm based on fined-grained courier mobility features, which has been deployed in more than 100 delivery stations.

Design a truck scheduling system for transporting orders from the transfer center to multiple delivery stations with the goal of minimizing the average order delivery time.

Design a workload-aware task assignment system in last-mile delivery to assign delivery tasks to couriers with the goal of achieving fairness among couriers from the energy consumption perspective.

Design a heterogeneous task assignment system in last-mile delivery to assign delivery tasks, customer expansion tasks, and real-time pick-up tasks to couriers to maximize the platform’s revenue.

Wenjun Lyu

Biography

Research Experiences

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