| 2023 | ICLR | Implicit Regularization for Group Sparsity. | Jiangyuan Li, Thanh Van Nguyen, Chinmay Hegde, Raymond K. W. Wong |
| 2022 | ICASSP | Inverse Imaging with Generative Priors Via Langevin Dynamics. | Thanh Van Nguyen, Gauri Jagatap, Chinmay Hegde |
| 2019 | AISTATS | On the Dynamics of Gradient Descent for Autoencoders. | Thanh Van Nguyen, Raymond K. W. Wong, Chinmay Hegde |
| 2018 | AAAI | A Provable Approach for Double-Sparse Coding. | Thanh Van Nguyen, Raymond K. W. Wong, Chinmay Hegde |
| 2018 | ICML | On Learning Sparsely Used Dictionaries from Incomplete Samples. | Thanh Van Nguyen, Akshay Soni, Chinmay Hegde |
| 2018 | ICSE | Inferring API elements relevant to an english query. | Thanh Van Nguyen, Tien N. Nguyen |
| 2017 | ICSE | Combining Word2Vec with revised vector space model for better code retrieval. | Thanh Van Nguyen, Anh Tuan Nguyen, Hung Dang Phan, Trong Duc Nguyen, Tien N. Nguyen |
| 2017 | ICSE | Statistical translation of English texts to API code templates. | Anh Tuan Nguyen, Peter C. Rigby, Thanh Van Nguyen, Mark Karanfil, Tien N. Nguyen |
| 2016 | ICSE | Characterizing API elements in software documentation with vector representation. | Thanh Van Nguyen, Anh Tuan Nguyen, Tien N. Nguyen |