About Me

I am currently a Research Assistant at Singapore University of Technology and Design (SUTD) working with Prof. Roy Ka-Wei LEE . Previously, I was an AI Resident at the FPT Software AI Center under FPT AI Residency Program, advised by Dr. Quang Pham; and a Bachelor of Control Engineering and Automation from the University of Technology (HCMUT) - Vietnam National University Ho Chi Minh City working with Dr. Hoang-Giap Nguyen.

My research interest lies at the intersection of Multimodal Learning, Spatial Reasoning for VLM and Large Language Models (LLMs).

Education

  • University of Technology (HCMUT), Vietnam Nation University HCMC (VNUHCM)
    B.Sc in Control Engineering and Automation

Publications and Preprints

    [3] LibMoE: A Library for comprehensive benchmarking Mixture of Experts in Large Language Models

    Nam V. Nguyen*, Thong T. Doan*, Luong Tran, Van Nguyen, Quang Pham
    Arxiv'25 [paper]

    [2] On DeepSeekMoE: Statistical Benefits of Shared Experts and Normalized Sigmoid Gating

    Huy Nguyen, Thong T. Doan , Quang Pham, Nghi D. Q. Bui, Nhat Ho, Alessandro Rinaldo
    Arxiv'25 [paper]

    [1] CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding Capabilities of CodeLLMs

    Dung Manh Nguyen, Thang Chau Phan, Nam Le Hai, Thong T. Doan, Nam V. Nguyen, Quang Pham, Nghi D. Q. Bui
    ICLR'25 [paper]

    [THESIS] Real-time Image Super-Resolution with Deep Learning Approach

    Tien-Thong Doan, Hoang-Giap Nguyen
    Preprint [paper]