Harnessing Function Space of Machine Learning Models for Interpretability, Generalizability, and Efficiency

Improving User and Item Representation for Recommender Systems with Textual Data

Applications of Machine learning in Imaging genetics

Cell type identification in single-cell genomics and its applications

Defensive Machine Learning Techniques for Countering Adversarial Attacks

Contextual Embedding Representations for Retrieval-Based and Generation-Based Dialogue Systems

A Comparison Study on Low Rank Matrix Completion Algorithms in Image and Painting Restoration

Robust Crowdsourcing and Federated Learning under Poisoning Attacks

Neural Networks for Cancer Survival Analysis Using High-Dimensional Data