Current Appointments & Affiliations
Assistant Professor of Data Sciences at Duke Kunshan University
·
2022 - Present
DKU Faculty
Assistant Professor of the Practice of DKU Studies at Duke University
·
2023 - Present
DKU Studies
Recent Publications
From efficiency to equity: A multi-user paradigm in mobile route optimization
Journal Article Electronic Commerce Research and Applications · November 1, 2024 This study addresses the challenge of optimizing vehicle mobility in urban environments, which is significant for the advancement of smart city initiatives and spatial data analysis. We introduce a novel mobile recommendation system designed for multi-user ... Full text CiteWeighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning
Journal Article IEEE Transactions on Knowledge and Data Engineering · October 1, 2022 This paper investigates the stochastic optimization problem focusing on developing scalable parallel algorithms for deep learning tasks. Our solution involves a reformation of the objective function for stochastic optimization in neural network models, alo ... Full text CiteIntelligent career planning via stochastic subsampling reinforcement learning.
Journal Article Scientific reports · May 2022 Career planning consists of a series of decisions that will significantly impact one's life. However, current recommendation systems have serious limitations, including the lack of effective artificial intelligence algorithms for long-term career planning, ... Full text Open Access CiteEducation, Training & Certifications
Stony Brook University ·
2021
Ph.D.
Stony Brook University ·
2018
M.A.