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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
AI-Assisted Math Solving
Coreset Selection via Dominating Set
Guardrailing Text-to-Image Diffusion Models for AI Safety
Efficient Vector Quantized Latent Structures in Deep Generative Models
Adversarial Text Attack in Vision-Language Pre-trained Models
Diffusion Model-based Object Removal in Image Editing
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