RESEARCH
Research Interests
Artificial Intelligence
Generative Models
Representation Learning
Statistical Inference
Applications on CV/NLP/RecSys
Data Mining
Personalization
Applications on Medical/Finance Domains
An image of Machine Learning Lab by deep generative model Stable Diffusion v2.
Research Topics in Progress
Efficient Vector Quantized Latent Structures in Deep Generative Models
De-biasing Spurious Correlation for Robust Learning in Text Domain
Stochastic Process-based Uncertainty Quantification in Medical Image Analysis
Likelihood-Free Inference for Simulation Parameter Calibration