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Our Work

Our research focuses on AI, accessibility, assistive technology, neurodiversity, XR, adaptive learning, and mental health innovation. We develop and evaluate human-centered technologies that support inclusive learning, accessibility, communication, digital participation, and community engagement.

Neurodiversity-Aware Curriculum Optimization

Neurodiversity-Aware Curriculum Optimization

Lead: Yujung Hwang

Research on neurodiversity-aware adaptive curriculum systems, accessibility-centered AI, and personalized learning environments.

Research
XR for IDD Interventions

XR for IDD Interventions

Lead: Jingyi (Jenny) Huang, PhD

AI-powered XR interventions supporting social interaction, stress management, and job-readiness training for individuals with IDD.

Research
Assistive Technology Hub

Assistive Technology Hub

Lead: Yujung Hwang

Development of the NYS Assistive Technology Hub to improve accessibility, resource navigation, and community access to assistive technology services, organizations, and support systems across New York State.

Research
Esports-Based Accessibility Interventions

Esports-Based Accessibility Interventions

Lead: Lakshika Vaishnav

Research on structured esports and game-based interventions designed to support executive functioning, social interaction, accessibility, teamwork, and cognitive skill development for neurodiverse and disability communities.

Research
Mental Health AI Systems

Mental Health AI Systems

Lead: Lakshika Vaishnav, Jaiganesh Anandan

Research on AI-driven mental health support systems, including longitudinal mental health tracking, explainable depression and PTSD detection, safety-aware AI architectures, and clinically grounded multimodal AI technologies.

Research
Standards for AI in Assistive Technology

Standards for AI in Assistive Technology

Lead: Jaiganesh Anandan

Review of standards, laws, frameworks, and audit methods for AI-enabled assistive technology, toward a New York standard with measurable conformance tests and a clear verification pathway.

Research
Speech-Adaptive Smart Glasses Teleprompter research poster

Speech-Adaptive Smart Glasses Teleprompter

Project team: Yujung Hwang and Reza Jari

A hands-free teleprompter that uses live speech recognition to align scripts and adapt text pacing on smart glasses.

Research

Anandan, J., Goel, S., Lima, V., & Gerstner, C. (in press). Explainable and bias-free: Benchmarking commercial VLMs for transparent deepfake detection. In Proceedings of the 60th Hawaii International Conference on System Sciences.

Publication AI & Cybersecurity

P. Sharma, J. Anandan, H. Liu and J. Grover, "Synthetic Attack Dataset Generation with D2IT for AI-Based Intrusion Detection in Industrial V2I Network," IEEE Open Journal of Vehicular Technology, vol. 6, pp. 2599–2538, 2025. doi:10.1109/OJVT.2025.3609149

PDF Publication AI & Cybersecurity

P. Sharma, J. Anandan, X. Lu, S. Goel, "Explainable Depression Detection: A DSM-5-Aligned Multimodal Framework," manuscript under review, submitted to IEEE Transactions on Affective Computing.

Publication Mental Health

Y. Hwang and S. Goel, "Enhancing Attention and Executive Function in ADHD Learners through Adaptive AR/VR Systems in Education," accepted to the Americas Conference on Information Systems (AMCIS) 2026.

Publication Neurodiversity-Aware Learning

Hwang, Y., Goel, S. (2026). "NeuroCurriculum: Translating Neurodiversity Theory into Adaptive Curriculum Design." Decision Sciences Journal of Innovative Education (under review).

Publication Neurodiversity-Aware Learning

Vaishnav, L., & Goel, S. (2026). Adaptive gaming and esports: Review of how gaming and esports can benefit people with cognitive difficulties. Under review at Information Systems Frontiers.

Publication Esports

Vaishnav, L., & Goel, S. (2026). Evaluating fine-tuned LLMs for mental health support: Text and audio modalities. Accepted at the AMCIS 2026.

Publication Mental Health
2nd Annual OPWDD Cybersecurity Summit

The 2nd Annual OPWDD Cybersecurity Summit

Event

Hosted in partnership with OPWDD, UAlbany, and NYSTEC. The event featured discussions on artificial intelligence, cybersecurity, data privacy and security, along with opportunities for workforce development and industry collaboration through a technology-focused job fair.

2025 DREAM Symposium

2025 DREAM Symposium

Event

The DREAM Event, hosted by the Office of the Chief Disability Officer (CDO) and New York State partners, brought together community members, employers, educators, researchers, and accessibility advocates to promote disability inclusion.

ASIA 26 Symposium

Workshop

The 21st Annual Symposium on Information Assurance (ASIA '26)

The 21st Annual Symposium on Information Assurance (ASIA '26) will be held in conjunction with the 28th New York State Cyber Security Conference (NYSCSC) June 2 to 3, 2026. Special themes for this year's conference are threats from artificial intelligence, auditing artificial Intelligence and using artificial intelligence for cybersecurity and digital forensics.

Workshop

Our research is user-centered and community-driven.

We collaborate with individuals, families, educators, and organizations to co-design meaningful researches.

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