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
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
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