Louisiana State UniversityDepartment of Mechanical and Industrial Engineering
NJNina Jiang Research Group

NJ / PUBLICATIONS

Publications.

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2026

Guidelines for Developing an AI Educational Math Game for Early Elementary Aged Students

Mandy Dreznick, Corbin Brescher, Nina Jiang

Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management · HCII 2026 · pp. 135–148

2026

H2R Link: A Multimodal Framework for Bridging Human Intent to Robot Execution

Kshitiz Dhungana, Nina Jiang

Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management · HCII 2026 · pp. 322–332

2026

Voice in Human–Robot Interaction: A Systematic Review

Caren Monteiro, Mahdieh Sheikh Rezaei, Tanner Vilardo, Nina Jiang, Isabelina Nahmens

Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management · HCII 2026 · pp. 362–381

2026

Scene-Aware Multimodal Grounding for Verifiable Robot Task Planning

Kshitiz Dhungana, Nina Jiang

2026 LSU Symposium on Control, Learning, and Intelligent Systems · Symposium abstract

2026

AI in Collaborative Writing

Nina Jiang, Vincent G. Duffy

Advances in Human-AI Collaboration · Wiley · Book chapter · pp. 303–324

2025

ExpertAgent: Enhancing Personalized Education through Dynamic Planning and Retrieval-Augmented Long-Chain Reasoning

Binrong Zhu, Guiran Liu, Nina Jiang

arXiv:2510.07456 · Preprint

2025

ExpertGen: A Comparative Analysis of User Performance, Cognitive Workload, and Trust in Domain-Tailored Generative AI

Nina Jiang, Wei Zhou, Sogand Hasanzadeh, Vincent G. Duffy

Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management · HCII 2025 · pp. 178–190

2025

Application of Generative AI in Civil Engineering Education: A Systematic Review of Current Research and Future Directions

Nina Jiang, Wei Zhou, Sogand Hasanzadeh, Vincent G. Duffy

CIB Conferences · Vol. 1, Issue 1, Article 306

2024

Domain-Tailored Generative AI for Personalized Assistant

Nina Jiang, Sogand Hasanzadeh, Vincent G. Duffy

HCI International 2024 – Late Breaking Papers · pp. 233–249

2024

Use of Artificial Intelligence for Training: A Systematic Review

Nina Jiang, Vincent G. Duffy

Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management · HCII 2024 · pp. 346–363

2023

Baseline Models for Action Recognition of Unscripted Casualty Care Dataset

Nina Jiang, Yupeng Zhuo, Andrew W. Kirkpatrick, Kyle Couperus, Oanh Tran, Jonah Beck, DeAnna DeVane, Ross Candelore, Jessica McKee, Chad Gorbatkin, Eleanor Birch, Christopher Colombo, Bradley Duerstock, Juan Wachs

Medical Image Understanding and Analysis · MIUA 2023 · pp. 215–227

2023

TON-ViT: A Neuro-Symbolic AI Based on Task Oriented Network with a Vision Transformer

Yupeng Zhuo, Nina Jiang, Andrew W. Kirkpatrick, Kyle Couperus, Oanh Tran, Jonah Beck, DeAnna DeVane, Ross Candelore, Jessica McKee, Chad Gorbatkin, Eleanor Birch, Christopher Colombo, Bradley Duerstock, Juan Wachs

Medical Image Understanding and Analysis · MIUA 2023 · pp. 157–170

2023

Trauma THOMPSON: Clinical Decision Support for the Frontline Medic

Eleanor Birch, Kyle Couperus, Chad Gorbatkin, Andrew W. Kirkpatrick, Juan Wachs, Ross Candelore, Nina Jiang, Oanh Tran, Jonah Beck, Cody Couperus, Jessica McKee, Timothy Curlett, DeAnna DeVane, Christopher Colombo

Military Medicine · 188(Supplement 6) · pp. 208–214