About Me

Greetings! I am a second year PhD student in Computer Science at University of Illinois Chicago, where I am advised by Prof. Bing Liu. Previously, I was an AI Research Resident at VinAI, where I was fortunate to work under the mentorship of Dr. Toan Tran. Before that, I received my Bachelor of Computer Science from Hanoi University of Science and Technology in Vietnam.

My primary research interests focus on reasoning, out-of-distribution generalization and robustness in machine learning models.

I am looking for Research/Applied Scientist internship positions for Fall 2026 and Spring/Summer 2027 on LLM reasoning. Please reach out if you have open positions.

🔥 News

September 2026: DeltaFugue has been accepted to NeurIPS 2026. See you in Atlanta 🇺🇸 this December!
April 2026: DeltaStack has been accepted to ICML 2026. See you in Seoul 🇰🇷 this July!
December 2024: CASUAL has been accepted to AAAI 2025.
August 2024: I started my PhD studies at University of Illinois Chicago.

📝 Publications

DeltaFugue: Orchestrating Spatial and Associative Memory for Algorithmic Length Generalization
Anh T Nguyen, Quan Dao and Bing Liu.
The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS 2026), 2026.

Push, Pop, Parallelize: Stack-Augmented Linear Attention via the Delta Rule
Anh T Nguyen, Saleh Momeni, Ashutosh Chaubey, Changnan Xiao and Bing Liu.
Forty-third International Conference on Machine Learning (ICML-2026), 2026.

CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift
Anh T Nguyen, Lam Tran, Anh Tong, Tuan-Duy H. Nguyen and Toan Tran.
The 39th Annual AAAI Conference on Artificial Intelligence, 2025.