Research Interests
Data-Efficient Machine Learning
Dataset Condensation, Coreset Selection, Data Compression for Neural Networks
2 papers
Graph Neural Networks
Scalable Graph Learning, Graph Augmentations, Graph Domain Generalization
5 papers
Generative Models & Distribution Learning
Generative Adversarial Networks, Integral Probabilistic Metrics, Min-Max Optimizations
2 papers