Product Design Incorporating Competition Relations: A Network-Based Design Framework Considering Local Dependencies
Journal of Mechanical Design [Accepted], 2024
Y. Xiao, Y. Cui, W. Chen, J. Koskinen, N. Contractor, Z. Sha
Publications
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Journal Papers
Network Analysis of Two-Stage Customer Decisions with Preference-Guided Market Segmentation
Journal of Computing and Information Science in Engineering [In Press], 2024
Y. Cui, Z. Sun, Y. Xiao, Z. Sha, J. Koskinen, N. Contractor, W. Chen
Survey Data on Customer Two-Stage Decision-Making Process in Household Vacuum Cleaner Market
Data in brief, 2024
Y. Xiao, Y. Cui, N. Raut, J. Januar, J. Koskinen, N. Contractor, W. Chen, Z. Sha
Graph Neural network-based design decision support for shared mobility systems
Journal of Mechanical Design, 2023
Y. Xiao, F. Ahmed, Z. Sha
A Network-Based Discrete Choice Model for Decision-Based Design
Design Science, 2023
Z. Sha, Y. Cui, Y. Xiao, A. B. Stathopoulos, N. Contractor, Y. Fu, W. Chen
Robust Design of Complex Socio-Technical Systems Against Seasonal Effects: A Network Motif-Based Approach
Design Science, 2021
Y. Xiao, Z. Sha
An Equivalent Modeling Method for the Radiated Electromagnetic Interference of PCB Based on Near-field Scanning
The Applied Computational Electromagnetics Society Journal, 2019
Y. Xiao, D. Ren, P. Xiao, P. Du
Conference Papers
Electric Vehicle Charging Network Optimization Considering Regional Resource Dependencies
ASME 2025 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Anaheim, CA, Aug. 17-20, 2025.
Y. Xiao, H. Kaushik, J. Wang, J. Zhang, Z. Sha
From Plant-Pollinator to Product-Customer: Bio-Inspired Network Modularity Analysis in Design for Market Systems
The 20th Conference on System Engineering Research (CSER 2024), Tucson, AZ, March 25-27, 2024.
P. Thongmak, Y. Xiao, A. Layton, Z. Sha
Graph Neural Network-Based Link Prediction for Highly Imbalanced Network Data
ASME 2024 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Washington, DC, Aug. 25-28, 2024. [In Review]
Y. Xiao, Z. Sha
Geospatial Network Analysis of US Megaregions in 40 Years
57th Hawaii International Conference on System Science (HICSS), Waikiki, HI, January 3-6, 2024.
P. Thongmak, Y. Xiao, P. A. Gavino, M. Zhang, Z. Sha
Evolutionary Co-Mention Network Analysis via Social Media Mining
ASME 2023 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Boston, MA, Aug. 20-23, 2023.
P. Gavino, Y. Xiao, Y. Cui, W. Chen, Z. Sha
Network-Based Analysis of Heterogeneous Consideration-Then Choice Customer Preferences with Market Segmentations
2023 Conference on Systems Engineering Research (CSER), Hoboken, New Jersey. Mar. 16-17, 2023.
Y. Cui, Y. Xiao, W. Chen, Z. Sha
Product Competition Analysis for Engineering Design: A Network Mining Approach
2023 Conference on Systems Engineering Research (CSER), Hoboken, New Jersey. Mar. 16-17, 2023.
Y. Xiao, Y. Cui, M. Cardone, W. Chen, Z. Sha
Travel Links Prediction In Shared Mobility Networks Using Graph Neural Network Models
ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, St. Louis, Missouri, Aug. 14-17, 2022.
Y. Xiao, F. Ahmed, Z. Sha
Information Retrieval and Survey Design For Two-Stage Customer Preference Modeling
17th International Design Conference, Cavtat, Croatia, May 23-26, 2022.
Y. Xiao, Y. Cui, N. Raut, J. H. Januar, J. Koskinen, N. Contractor, W. Chen, Z. Sha
Towards Engineering Complex Socio-Technical Systems Using Network Motifs: A Case Study On Bike-Sharing Systems
International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Virtual Conference, Aug 17-19, 2020.
Y. Xiao, Z. Sha
Conference Abstracts and Posters
Design for Market Systems with Network-Based Product Competition Analysis
The 9th International Engineering Systems Symposium (CESUN 2023), Evanston, IL, Nov. 6-7, 2023.
Y. Xiao, Y. Cui, W. Chen, N. Contractor, Z. Sha
Socio-Technical Systems Engineering and Design: A Meso-Level Network-Based Approach
DTM Broader Participation (B-Part) Fellows and Student Poster Session, ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, St. Louis, Missouri, Aug. 14-17, 2022. (Top-ten abstracts and won the Travel Award).
Y. Xiao, Z. Sha
A Network-Based Approach to Modeling Product Co-consideration and Choice Relations
Sunbelt 2022 – The XLII International Sunbelt Social Networks Conference, Cairns, Australia, July 12-16, 2022.
Y. Xiao, Y. Cui, W. Chen, J. Koskinen, N. Contractor, Z. Sha
Network-based Customer Preference Modeling
Sunbelt 2022 – The XLII International Sunbelt Social Networks Conference, Cairns, Australia, July 12-16, 2022.
Y. Cui, Y. Xiao, Z. Sha, N. Contractor, J. Koskinen, W. Chen
Robust Design of Complex Socio-Technical Systems using Complex Networks
CIE Graduate Research Poster Competition, ASME 2021 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Virtual Conference, Aug. 17-20, 2021. (Won the Travel Award).
Y. Xiao, Z. Sha
A Network Motifs-Based Approach to Improving Robustness of Complex Socio-Technical Systems Against Seasonal Effects
Networks 2021: A Joint Sunbelt and NetSci Conference, Washington D.C., July 6-11, 2021.
Y. Xiao, Z. Sha