His research topics are mostly around multimodal learning and autonomous agents, including (but not limited to):
Multimodal Representation Learning: Cross-modal alignment and training of multi-modal models.
Reasoning and Planning: Endowing language models with human-like reasoning and planning capabilities.
Simulated Environments: Building dynamic and interactive environments for the evaluation of agents.