Xu Chen
· Teaching Associate ProfessorUniversity of Illinois Urbana-Champaign · Statistics and Computer Science
Active 1995–2024
About
Xu Chen is a Teaching Associate Professor in the Department of Electrical and Computer Engineering at the University of Illinois Urbana-Champaign. He received his Ph.D. in Electrical and Computer Engineering from Illinois in 2018. Before returning to academia, he spent eight years in industry, working with IBM Systems Group and Apple Inc., where he gained extensive experience in electronic systems design and validation. His research and teaching bridge academia and industry, focusing on uncertainty quantification and scientific machine learning for electronic design automation, with particular emphasis on modeling, optimization, and heterogeneous integration in microelectronic packaging and circuits. Prof. Chen serves as an Associate Editor of the IEEE Transactions on Components, Packaging, and Manufacturing Technology and as the General Chair of the 2026 IEEE Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS). He is a faculty researcher with the Center for Advanced Electronics through Machine Learning (CAEML), where his work advances the integration of machine learning into electronic design automation and system modeling. Through his teaching and mentorship, he has fostered a strong culture of intellectual curiosity and practical problem-solving in both classroom and research settings.
Research topics
- Computer Science
- Artificial Intelligence
- Internal medicine
- Biochemistry
- Systems engineering
- Mathematics
- Biology
- Immunology
- Economics
- Chemistry
- Combinatorics
- Food science
- Microbiology
- Medicine
- Mathematical optimization
- Distributed computing
- Econometrics
- Operations management
- Engineering
Selected publications
SSRN Electronic Journal · 2023 · 7 citations
- Economics
- Econometrics
- Mathematical optimization
Dynamic Task Offloading for Mobile Edge Computing with Hybrid Energy Supply
Tsinghua Science & Technology · 2022 · 124 citations
Senior authorCorresponding- Computer Science
- Computer Science
- Distributed computing
Mobile edge computing (MEC), as a new distributed computing model, satisfies the low energy consumption and low latency requirements of computation-intensive services. The task offloading of MEC has become an important research hotspot, as it solves the problems of insufficient computing capability and battery capacity of Internet of things (IoT) devices. This study investigates task offloading scheduling in a dynamic MEC system. By integrating energy harvesting technology into IoT devices, we propose a hybrid energy supply model. We jointly optimize local computing, offloading duration, and edge computing decisions to minimize system cost. On the basis of stochastic optimization theory, we design an online dynamic task offloading algorithm for MEC with a hybrid energy supply called DTOME. DTOME can make task offloading decisions by weighing system cost and queue stability. We quote dynamic programming theory to obtain the optimal task offloading strategy. Simulation results verify the effectiveness of DTOME, and show that DTOME entails lower system cost than two baseline task offloading strategies.
Food & Function · 2020 · 71 citations
- Chemistry
- Microbiology
- Biochemistry
Using the Flammulina velutipes polysaccharide (FVP) extracted from our previous study, herein, we investigated the improvement of this starch-free β-type glycosidic polysaccharide in alleviating dextran sodium sulfate-induced ulcerative colitis (UC) in mice. The absolute and relative abundance of intestinal microbes in the mouse feces were both determined by 16s RNA gene sequencing. The results from the histological analysis indicate that FVP treatment reduced the symptoms of UC, up- or down-regulated the relative gene expression levels in the colon tissue, and enhanced the capacity of metabolic and biogenesis in the UC mice, as predicted by PICRUSt. 11 species of gut microbes including Lactobacillus, Bifidobacterium, and Clostridium associated with UC symptoms were analyzed by correlation analysis. Our findings suggest that FVP can alleviate the UC symptoms in mice by regulating specific gut microbes, improving the understanding of the functional activity of FVPs as prebiotics.
Recent grants
Tractable Approximation of Dynamic Decision Making Models Under Uncertainty
NSF · $150k · 2010–2014
Coordinated Pricing and Inventory Management
NSF · $289k · 2009–2012
Cost/Value Allocations in Supply Chain Operations
NSF · $300k · 2015–2019
Matching Supply and Demand Through Dual-Sourcing
NSF · $331k · 2016–2020
Collaborative Research: Optimization Approach to Collaborative Games in Supply Chain Management
NSF · $226k · 2007–2011
Frequent coauthors
- 29 shared
David Simchi‐Levi
- 25 shared
Lin Ke
Agency for Science, Technology and Research
- 25 shared
Wenjie Li
- 25 shared
Ali Maatouk
- 25 shared
Enrico Zio
Centre de Recherche sur les Risques et les Crises
- 25 shared
Harvey Bao
Huawei Technologies (France)
- 25 shared
Fadhel Ayed
- 25 shared
Dandan Miao
North China Electric Power University
Labs
Xu Chen Research GroupPI
Awards & honors
- IEEE EDAPS Best Symposium Paper (2017)
- IEEE MTT-S NEMO Best Student Paper (2020)
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