Huirong Chai

PhD, Computer Science

Georgia State University · Atlanta, Georgia

AMAI Research Lab, advised by Dr. Haoxin Wang. Expected May 2028.

MS, Business Analytics

University of Arizona, Eller College of Management · Tucson, Arizona

BS, Mathematics

University of Arizona · Tucson, Arizona

PhD Student, AMAI Research Lab

Georgia State University · Atlanta, Georgia

• Advised by Dr. Haoxin Wang.
• Designing PoseBench, a benchmark that isolates interaction reasoning from single-person motion modelling in multi-agent pose prediction; in preparation.
• Developing a frequency-domain method that separates interaction effects from individual motion in multi-agent pose prediction for human–robot teaming; under review, 2026.
• Co-authored EpiFormer (arXiv, June 2026), an early-fusion geometric deep learning model for antibody epitope prediction that lifts F1 on the AsEP benchmark from 0.337 to 0.482.
• Co-authored LM-Meter (ACM/IEEE SEC, December 2025), a lightweight on-device profiler that exposes phase- and kernel-level inference latency of language models at under 3% throughput cost.

FSO Technology Consultant, Emerging Technology

EY · Phoenix, Arizona

• Designed and built an AI proof of concept that generates PowerPoint decks automatically, streamlining content creation and lifting team productivity.
• Kept the prototype current with advances in AI and emerging technology, and proposed the next round of capabilities.

Student Consultant Leader

University of Arizona, Eller College of Management · Tucson, Arizona

• Led a student consulting team for a leading mining company through data collection, preparation, and analysis, delivering five analyses and two new KPIs.
• Built a Power BI drill-down KPI for haul-cycle productivity and a detractor model that traces the causes of low productivity.
• Recommended KPIs to raise operating efficiency and lower operating costs.

Undergraduate Research Assistant

Yao System Biology Lab, University of Arizona · Tucson, Arizona

• Analysed and visualised cancer-cell life-cycle data in Python, R, and Tableau, surfacing trends that lab researchers built on in their own work.
• Collected and cleaned research data across several lab projects.

Academic Distinction of the Academic Year

University of Arizona

Dean's List with Distinction

University of Arizona

Dean's List

University of Arizona

Graduate Teaching Assistant

University of Arizona, Eller College of Management · Tucson, Arizona

President, ACCC Faith Hope Love Fellowship (GSU Branch)

Georgia State University · Atlanta, Georgia

Treasurer, RiskRunners Actuarial Science Club

University of Arizona · Tucson, Arizona

• Ran weekly club activities, study groups, online Q&A sessions, and networking events that connected students with professionals.
• Represented the University of Arizona at the WSIA Actuarial Symposium at Arizona State University, fall 2019.