Multimodal Machine Learning, Deep Reinforcement Learning, Embodied AI and Robotics(Multi-agent Control systems, Unmanned Aerial Vehicles), Physics Guided/Informed/Encoded Neural Network, 3D Scene Graph Generation, Multi-view synthesis and reconstruction, Medical Image processing, LLMs/VLLMs.