publications

For an up-to-date list of my research papers, please see my Google Scholar profile. * denotes equal contribution.

2025

  1. ICML
    LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
    Parshin Shojaee*, Ngoc-Hieu Nguyen*, Kazem Meidani, and 3 more authors
    In Forty-second International Conference on Machine Learning, 2025
  2. ICLR
    Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks
    Nguyen Hung-Quang, Ngoc-Hieu Nguyen, The-Anh Ta, and 4 more authors
    In The Thirteenth International Conference on Learning Representations, 2025

2024

  1. WWW
    Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training
    Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen, and 3 more authors
    In Proceedings of the ACM Web Conference 2024, Singapore, Singapore, 2024

2023

  1. ACL
    Class based Influence Functions for Error Detection
    Thang Nguyen-Duc, Hoang Thanh-Tung, Quan Hung Tran, and 4 more authors
    In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Jul 2023

2022

  1. Undergraduate thesis
    An Analysis of Applying Neural Tangent Kernels for Deep Equilibrium Models
    Ngoc-Hieu Nguyen
    Aug 2022