Quang Nguyen

About

I am a Research Resident at VinAI Research, advised by Dr. Khoi Nguyen. I am also the last-year undergraduate student at Ho Chi Minh City University of Technology in Vietnam, where I had the privilege of being supervised by Dr. Dung Nguyen during my undergraduate studies. My research focus involves developing algorithms for generative models (diffusion models and multi-modal LLMs), and trustworthy GenAI to enhance the safety of these models for end-users.

Email / Google Scholar / Github / CV

I am actively looking for Ph.D. position in Computer Science in the upcoming academic year.

Publications

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM

Quang Nguyen, Truong Vu, Trong-Tung Nguyen, Yuxin Wen, Preston K Robinette, Taylor T Johnson, Tom Goldstein, Anh Tuan Tran, Khoi Nguyen

Under review

Stable Messenger: Steganography for Message-Concealed Image Generation

Quang Nguyen, Truong Vu, Anh Tran, Khoi Nguyen

Paper / TL;DR

Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation

Quang Nguyen, Truong Vu, Anh Tran, Khoi Nguyen

Neural Information Processing Systems (NeurIPS), 2023

Paper / Project Page / Code / TL;DR

Academic Services

Reviewer for NeurIPS/CVPRW/BMVC