Dr. Roya G***

Automated Code Generation and Program Synthesis Human-in-the-Loop Machine Learning Systems Deep Generative Models for Molecular Drug Design Visual Question Answering and Multimodal LLMs Graph Neural Networks for Relational Reasoning Adversarial Robustness and Model Verification High-Performance GPU Distributed Model Training Algorithmic Fairness Bias Detection and Ethics in AI Symbolic AI and Neuro-Symbolic Integration Neuromorphic Computing and Event-Based Vision Self-Supervised Learning from Unlabeled Video Federated Learning and Differential Privacy Quantum Machine Learning Algorithms Neural Architecture Search and Edge Quantization Decarbonization of Lime and Cement Production Refractory Materials for Hydrogen Metallurgy Advanced High-Strength Automotive Steels (AHSS)