Nguyen, Ngoc-Hieu

5 publications

ICLR 2026 When Reasoning Meets Compression: Understanding the Effects of LLMs Compression on Large Reasoning Models Nan Zhang, Eugene Kwek, Yusen Zhang, Ngoc-Hieu Nguyen, Prasenjit Mitra, Rui Zhang

ICML 2025 LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models Parshin Shojaee, Ngoc-Hieu Nguyen, Kazem Meidani, Amir Barati Farimani, Khoa D Doan, Chandan K. Reddy

NeurIPS 2025 Mitigating Reward Over-Optimization in Direct Alignment Algorithms with Importance Sampling Nguyen Minh Phuc, Ngoc-Hieu Nguyen, Duy Minh Ho Nguyen, Anji Liu, An Mai, Binh T. Nguyen, Daniel Sonntag, Khoa D Doan

ICLR 2025 Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks Nguyen Hung-Quang, Ngoc-Hieu Nguyen, The-Anh Ta, Thanh Nguyen-Tang, Kok-Seng Wong, Hoang Thanh-Tung, Khoa D Doan

NeurIPSW 2023 Clean-Label Backdoor Attacks by Selectively Poisoning with Limited Information from Target Class Nguyen Hung-Quang, Ngoc-Hieu Nguyen, The-Anh Ta, Thanh Nguyen-Tang, Hoang Thanh-Tung, Khoa D Doan