Advancing AI for Humanity

Cyrion Labs is a non-profit research lab pioneering breakthroughs. Our research has been published at top-tier conferences including IEEE ICIP, CVPR, IEEE VTC, ACM Multimedia, and more.

A 501(c)3 Nonprofit Organization

Research Highlights

Our research has been accepted at top-tier conferences in machine learning, computer vision, natural language processing, and AI safety, with publications in IEEE ICIP, IEEE VTC, ACM Multimedia, and more.

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IEEE International Conference on Image Processing 2025

Aug 2025

Vision-Language Fusion for Real-Time Autonomous Driving: Goal-Centered Cross-Attention of Camera, HD-Map, & Waypoints

Presents XYZ-Drive, a single vision-language model achieving 95% success rate on autonomous driving benchmarks, surpassing previous state-of-the-art by 15%.

Computer Vision

Autonomous Driving

Vision-Language Models

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IEEE Vehicular Technology Conference 2025

Aug 2025

Early Goal-Guided Multi-Scale Fusion for Real-Time Vision-Language Driving

Introduces NovaDrive, a single-branch architecture that raises success rate to 84% (+4%) and reduces collision frequency from 2.6% to 1.2%.

Computer Vision

Autonomous Driving

Real-time Systems

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ACM Multimedia 2025

Jun 2025

A Personalized Embodied Conversational Agent-Based System for Dementia Reminiscence Therapy

An ECA-based system delivering personalized reminiscence therapy for people with dementia, featuring GraphRAG and quadmodal well-being monitoring.

Conversational AI

Healthcare

Multimodal

IEEE/IFIP DSN-W 2025

May 2025

DURA-CPS: Multi-Role Orchestration System for Dependability Assurance of AI-Enhanced Cyber-Physical Systems

A novel framework employing multi-role orchestration to automate the iterative assurance process for AI-powered cyber-physical systems.

Cyber-Physical Systems

AI Safety

Dependability

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Our Research Labs

Cyrion Labs operates specialized research labs focused on different aspects of machine learning and artificial intelligence, with recent breakthroughs in autonomous driving, healthcare AI, and AI safety.

Computer Vision Lab

Advancing autonomous driving and navigation through vision-language fusion, achieving state-of-the-art performance in real-time systems and multi-modal perception.

NLP & Speech Lab

Developing embodied conversational agents and multimodal dialogue systems for healthcare applications, including dementia therapy and depression classification.

AI Dependability Lab

Ensuring the safety and reliability of AI systems in cyber-physical environments through multi-role orchestration and verification frameworks.

AI Ethics Lab

Researching the ethical implications of AI systems and developing frameworks for responsible AI deployment in critical applications.

Our Network

Cyrion Labs collaborates with leading universities and is supported by prestigious organizations and their affiliates to advance cutting-edge machine learning research.