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 in Vienna

News

  • Don’t Read Everything: A Curvature-Conditioned Query for Linear Attention received the Best Paper Award at EMNLP 2026!

  • 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 Thanh Nguyen, Cong-Duy T Nguyen, and Anh Tuan Luu
    In Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, Oct 2026
    HTML PDF
  2. GRACE: Step-Level Benchmark for Faithful Reasoning over Context
    Hoang Pham, Dong Le, and Anh Tuan Luu
    In Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, Oct 2026
    HTML PDF
  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, Oct 2024
    DOI HTML PDF

Full publication list