Research Interests
- Retrieval-augmented generation and semantic search
- Reasoning agents for structured data analysis
- Embedding models and contrastive learning
- LLM alignment and preference optimization
- Reinforcement Learning
- Multimodal reasoning for planning and control
- Vision-Language-Action (VLA) models and embodied AI