Dong Le

I am a Ph.D. student in Computer Science at Nanyang Technological University (NTU), Singapore, supervised by Prof. Luu Anh Tuan.

My research interests are efficient architectures, linear attention, and knowledge retrieval.

Previously, I was an AI Research Resident at Qualcomm AI Research and VinAI, working on knowledge editing and retrieval for large language models. I received my B.Eng. in Computer Science from Ho Chi Minh City University of Technology (HCMUT) in 2024.

Dong Le

News

  • Two papers accepted to EMNLP 2026: Don’t Read Everything and GRACE.

Selected publications

  1. Don’t Read Everything: A Curvature-Conditioned Query for Linear Attention
    Dong Le, Thong Nguyen, Cong-Duy Nguyen, and Anh-Tuan Luu
    In EMNLP, 2026
    Accepted
  2. GRACE: Step-Level Benchmark for Faithful Reasoning over Context
    Hoang Pham, Dong Le, and Anh-Tuan Luu
    In EMNLP, 2026
    Accepted
  3. Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models
    Sang T. Truong*, Duc Q. Nguyen*, Toan Nguyen*, Dong D. Le*, Nhi N. Truong*, Tho Quan, and Sanmi Koyejo

    * Equal contribution (co-first authors).

    In Findings of the Association for Computational Linguistics: NAACL 2024, 2024
    DOI HTML PDF

Full publication list