Current Duke Appointments & Affiliations
Assistant Professor of Data Science at Duke Kunshan University
·
2020 - Present
DKU Faculty
Recent Scholarly Works
A Coordinated Optimization Framework for Intelligent Agents with Online Evolutive Learning
Journal article IEEE Internet of Things Journal · June 1, 2026 As a prevalent field of study in machine learning, intelligent agents can perceive their surroundings and make informed decisions. In many research areas, such as autopilot systems, undersea explorations, and distributed robotics, researchers have traditio ... Full text CiteChannel-Independence for Traffic Forecasting: A Cascaded Spatio-Temporal MLP Framework
Journal article IEEE Transactions on Intelligent Transportation Systems · June 1, 2026 The criticality of efficient traffic forecasting in Intelligent Transportation System (ITS) has garnered significant academic attention. This study addresses the prevalent issue of distribution shift in real-world datasets, which often degrades performance ... Full text CiteLarge Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasks
Journal article Transportation Research Record · February 1, 2026 Mobility analysis is a crucial element in the research area of transportation systems. Forecasting traffic information offers a viable solution to address the conflict between increasing transportation demands and the limitations of transportation infrastr ... Full text CiteEducation
Ottawa University ·
2016
Ph.D.