Hi, I am Cuong Pham (Vietnamese: Phạm Anh Cường). I obtained my MS in Machine Learning at MBZUAI, where I worked with Prof. Samuel Horváth and Prof. Praneeth Vepakomma.
My research focuses on optimization and efficiency for deep learning. In particular, I am interested in continual learning, parameter-efficient fine-tuning of LLMs, collaborative/federated learning, optimization.
During my MS, my work primarily explored efficient continual training/fine-tuning through orthogonal-based methods with low-rank updates. Before joining MBZUAI, I got my Honors BS in Information Technology from VNU-UET, Vietnam in 2023, where I worked with Prof. Quang-Thuy Ha and Dr. Van-Quang Nguyen on NLP and computer vision projects.
I also spent two years in industry working on NLP, computer vision, and large-scale data science applications. In parallel, I maintained a strong interest in mathematics and participated in several mathematical competitions during high school and undergraduate studies.
Please take a look at my CV for more information.
I am actively looking for PhD position for both 2027 Spring and Fall.For contact: My personal email is phamanhcuongvna2511 at gmail.com, and my MBZUAI email is cuong.pham at mbzuai.ac.ae.
🔥 News
- 05.2026: I obtained my degree (Master of Science in Machine Learning) at MBZUAI.
- 04.2026: I successfully defended my MS Thesis (Pass with minor revisions) at MBZUAI. Many thanks to my supervisors: Prof. Samuel Horváth, Prof. Praneeth Vepakomma, and internal committee Prof. Raul Astudillo.
- 03.2026: I attended CPAL 2026 in Tübingen, Germany to present the poster and gave an oral presentation for my paper Learning in the Null Space: Small Singular Values for Continual Learning.
- 08.2024: I joined MBZUAI as a Master’s student in Machine Learning (with full scholarship), and my supervisor for my MS is Prof. Samuel Horváth.
- 06.2023: I graduated with High Distinction Bachelor’s degree in Information Technology (Honors Program) from VNU University of Engineering and Technology.
📝 Publications
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[C.5] Learning in the Null Space: Small Singular Values for Continual Learning.
Cuong Anh Pham, Praneeth Vepakomma, Samuel Horváth.
(CPAL ‘26 - The Third Conference on Parsimony and Learning, Oral Presentation) [OpenReview] [Poster] [Slides] -
[P.4] Polyak Stepsize: Estimating Optimal Functional Values Without Parameters or Prior Knowledge.
Farshed Abdukhakimov, Cuong Anh Pham, Samuel Horváth, Martin Takáč, Slavomír Hanzely.
(preprint ‘25, under-review draft) -
[P.3] SmallPlan: Leverage Small Language Models for Sequential Path Planning with Simulation-Powered, LLM-Guided Distillation
Quang P.M. Pham, Khoi T. N. Nguyen, Nhi H. Doan, Cuong A. Pham, Qinbo Sun, Weimin Qi, Kentaro Inui, Dezhen Song
(preprint ‘25, under-review draft) -
[P.2] KTVIC: A Vietnamese Image Captioning Dataset on the Life Domain
Anh-Cuong Pham, Van-Quang Nguyen, Thi-Hong Vuong, Quang-Thuy Ha
(preprint ‘24, short version of Bachelor’s thesis) -
[C.1] Memory-Based Method using Prototype Augmentation for Continual Relation Extraction
Quynh-Trang Pham Thi, Anh-Cuong Pham, Ngoc-Huyen Ngo and Duc-Trong Le
(IEEE RIVF ‘22)
🎖 Honors
- 06.2024, Fully-funded Master’s scholarship at MBZUAI.
- 2021-2023, Third Prizes (#5 Linear Algebra 2021, #6 Linear Algebra 2022, #5 Linear Algebra 2023) in VNU-UET Mathematics Olympiad. I was also #7 Calculus in the 2022 competition, but there were only prizes for top 6.
- 01.2019, Participation in the national Vietnam Mathematical Olympiad 2019 (representing Nghe An province, and was ranked ~#250/600 national).
📖 Education
- 08.2024 - 05.2026, MS in Machine Learning, Mohamed bin Zayed University of Artificial Intelligence (UAE).
- 08.2019 - 06.2023, BS in Information Technology (Honors Program), VNU University of Engineering and Technology (Vietnam).
💻 Professional Experience
- 10.2024 - 05.2026, Graduate Research Assistant at MBZUAI, UAE.
- 10.2023 - 07.2024, Data Scientist at Viettel Networks Corporation - Viettel Group, Vietnam.
- 09.2021 - 09.2023, Student Research Intern at DSKT Laboratory of VNU University of Engineering and Technology, Vietnam.
- 05.2022 - 08.2023, R&D Engineer at GHTK JSC, Vietnam.