Applications of Closed-loop Control in Biomedical Interventions: From Neural Modulation to Diabetes Management

Learning Structured Knowledge from Real-World Data without Excessive Annotations

Cell type identification in single-cell genomics and its applications

Interpretable and Interactive Representation Learning on Geometric Data

The Applications of Alternating Minimization Algorithms on Deep Learning Models

Mining User Generated Content: Addressing Data Scarcity in Filtering Tasks

Knowledge-Aware User Intent Inference for Web Search and Conversational Agents