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publications

An Equivalent Modeling Method for the Radiated Electromagnetic Interference of PCB Based on Near-field Scanning

The Applied Computational Electromagnetics Society Journal, 2019

Paper

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., 2020

Paper

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., 2021

Paper

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)., 2021

Poster

Robust Design of Complex Socio-Technical Systems Against Seasonal Effects: A Network Motif-Based Approach

Design Science, 2021

Paper

Information Retrieval and Survey Design For Two-Stage Customer Preference Modeling

17th International Design Conference, Cavtat, Croatia, May 23-26, 2022., 2022

Paper

Network-based Customer Preference Modeling

Sunbelt 2022 – The XLII International Sunbelt Social Networks Conference, Cairns, Australia, July 12-16, 2022., 2022

Paper

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., 2022

Paper

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)., 2022

Poster

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., 2022

Paper

A Network-Based Discrete Choice Model for Decision-Based Design

Design Science, 2023

Paper

Product Competition Analysis for Engineering Design: A Network Mining Approach

2023 Conference on Systems Engineering Research (CSER), Hoboken, New Jersey. Mar. 16-17, 2023., 2023

Paper

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., 2023

Paper

Graph Neural network-based design decision support for shared mobility systems

Journal of Mechanical Design, 2023

Paper

Design for Market Systems with Network-Based Product Competition Analysis

The 9th International Engineering Systems Symposium (CESUN 2023), Evanston, IL, Nov. 6-7, 2023., 2023

Paper

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., 2023

Paper

Geospatial Network Analysis of US Megaregions in 40 Years

57th Hawaii International Conference on System Science (HICSS), Waikiki, HI, January 3-6, 2024., 2024

Paper

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], 2024

Survey Data on Customer Two-Stage Decision-Making Process in Household Vacuum Cleaner Market

Data in brief, 2024

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., 2024

Paper

Network Analysis of Two-Stage Customer Decisions with Preference-Guided Market Segmentation

Journal of Computing and Information Science in Engineering [In Press], 2024

Product Design Incorporating Competition Relations: A Network-Based Design Framework Considering Local Dependencies

Journal of Mechanical Design [Accepted], 2024

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., 2025

Paper

researches