Research Interests
Xin's research interests include Natural Language Processing, Computer Vision, and Machine Learning, with an emphasis on building embodied AI agents that can communicate with humans using natural language to perform real-world tasks.
Natural Language Processing (natural language grounding, knowledge-based reasoning, multilingual understanding)
Computer Vision (vision and language, visual navigation and robotics, activity understanding)
Machine Learning (deep learning, self-supervised learning, reinforcement learning, multimodal machine learning)