Research
Real-world Data to Artificial Intelligence
- • LLM-driven insight discovery and decision making
- • User modeling, profiling, and simulation for personalized AI
- • AI agents for manufacturing, industrial processes, and operational optimization
- • Prediction, forecasting, anomaly detection, and intelligent monitoring
Large Language Models
- • Advancing knowledge integration and reasoning capabilities of LLMs
- • Reward modeling, evaluation, and benchmarking for reliable LLMs
- • On-device and edge LLMs for lightweight, efficient, and privacy-preserving intelligence
Information Retrieval & Recommendation
- • Representation learning and data encoders for retrieval and recommendation
- • Reasoning-aware and explainable search/recommender systems
- • Conversational and interactive search/recommender systems