Selected Publications

(Full list: Google Scholar)

1. Behzad Ousat, Esteban Schafir, Duc Hoang, Mohammad Tofighi, Cuong Nguyen, Sajjad Arshad, Selcuk Uluagac, Amin Kharraz. The Matter of Captchas: An Analysis of a Brittle Security Feature on the Modern Web. In WWW, 2024.
2. Cuong N Nguyen, Phong Tran, Lam Ho, Vu Dinh, Anh Tran, Tal Hassner, Cuong Nguyen. Simple Transferability Estimation for Regression Tasks. In UAI, 2023. (code)
3. Cuong Nguyen, Lam Ho, Huan Xu, Vu Dinh, Binh Nguyen. Bayesian active learning with abstention feedbacks. In Neurocomputing, 2022. (preprint)
4. Cuong Nguyen, Tal Hassner, Cedric Archambeau, Matthias Seeger. LEEP: A New Measure to Evaluate Transferability of Learned Representations. In ICML, 2020.
5. Anh Tran, Cuong Nguyen, Tal Hassner. Transferability and Hardness of Supervised Classification Tasks. In ICCV, 2019.
6. Le TK Hien, Cuong Nguyen, Huan Xu, Canyi Lu, Jiashi Feng. Accelerated Randomized Mirror Descent Algorithms For Composite Non-strongly Convex Optimization. In Journal of Optimization Theory and Applications, 2019. (preprint)
7. Lam Ho, Vu Dinh, Cuong Nguyen. Multi-task learning improves ancestral state reconstruction. In Theoretical Population Biology, 2019.
8. Cuong Nguyen, Yingzhen Li, Thang Bui, Richard Turner. Variational Continual Learning. In ICLR, 2018. (code)
9. Thang Bui, Cuong Nguyen, Richard Turner. Streaming Sparse Gaussian Process Approximations. In NIPS, 2017. (code)
10. Cuong Nguyen, Huan Xu. Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint. In NIPS, 2016.
11. Cuong Nguyen, Nan Ye, Wee Sun Lee. Robustness of Bayesian Pool-based Active Learning Against Prior Misspecification. In AAAI, 2016.
12. Cuong Nguyen, Muthu Kumar Chandrasekaran, Min-Yen Kan, Wee Sun Lee. Scholarly Document Information Extraction using Extensible Features for Efficient Higher Order Semi-CRFs. In JCDL, 2015.
13. Cuong Nguyen, Wee Sun Lee, Nan Ye. Near-optimal Adaptive Pool-based Active Learning with General Loss. In UAI, 2014. Best Student Paper Award. (supplementary)
14. Cuong Nguyen, Nan Ye, Wee Sun Lee, Hai Leong Chieu. Conditional Random Field with High-order Dependencies for Sequence Labeling and Segmentation. In Journal of Machine Learning Research, 2014. (code & data)
15. Cuong Nguyen, Wee Sun Lee, Nan Ye, Kian Ming A Chai, Hai Leong Chieu. Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion. In NIPS, 2013.
16. Cuong Nguyen, Lam Ho, Vu Dinh. Generalization and Robustness of Batched Weighted Average Algorithm with V-geometrically Ergodic Markov Data. In ALT, 2013. (preprint)
17. Cuong Nguyen, Vu Dinh, Lam Ho. Mel-frequency Cepstral Coefficients for Eye Movement Identification. In ICTAI, 2012. (preprint, code)

Patents

1. Structured Document Analyzer. US Patent, 2020.