| Active learning of deep surrogates for PDEs: application to metasurface design R Pestourie, Y Mroueh, TV Nguyen, P Das, SG Johnson npj Computational Materials 6 (1), 164, 2020 | 69 | 2020 |
| T2API: Synthesizing API code usage templates from english texts with statistical translation T Nguyen, PC Rigby, AT Nguyen, M Karanfil, TN Nguyen 24th ACM SIGSOFT Symposium on Foundations of Software Engineering (FSE 2016 …, 2016 | 59 | 2016 |
| Combining Word2Vec with revised vector space model for better code retrieval TV Nguyen, AT Nguyen, HD Phan, TD Nguyen, TN Nguyen Proceedings of the 39th International Conference on Software Engineering …, 2017 | 44* | 2017 |
| On the Dynamics of Gradient Descent for Autoencoders TV Nguyen, RKW Wong, C Hegde The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 35 | 2019 |
| Implicit sparse regularization: The impact of depth and early stopping J Li, T Nguyen, C Hegde, KW Wong Advances in Neural Information Processing Systems 34, 28298-28309, 2021 | 33 | 2021 |
| Statistical translation of English texts to API code templates AT Nguyen, PC Rigby, T Van Nguyen, M Karanfil, TN Nguyen 2018 IEEE International Conference on Software Maintenance and Evolution …, 2018 | 30 | 2018 |
| Benefits of jointly training autoencoders: An improved neural tangent kernel analysis TV Nguyen, RKW Wong, C Hegde IEEE Transactions on Information Theory 67 (7), 4669-4692, 2021 | 27 | 2021 |
| Complementing Global and Local Contexts in Representing API Descriptions to Improve API Retrieval Tasks T Nguyen, N Tran, H Phan, T Nguyen, L Truong, AT Nguyen, HA Nguyen, ... 26th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE18 …, 2018 | 24 | 2018 |
| Learning Robust Models for e-Commerce Product Search TV Nguyen, N Rao, K Subbian The 58th Annual Meeting of the Association for Computational Linguistics, 2020 | 21 | 2020 |
| A Forward-Backward Approach for Visualizing Information Flow in Deep Networks A Balu, TV Nguyen, A Kokate, C Hegde, S Sarkar arXiv preprint arXiv:1711.06221, 2017 | 12 | 2017 |
| Characterizing API elements in software documentation with vector representation TV Nguyen, AT Nguyen, TN Nguyen Proceedings of the 38th International Conference on Software Engineering …, 2016 | 10 | 2016 |
| Implicit Regularization for Group Sparsity J Li, TV Nguyen, C Hegde, RKW Wong arXiv preprint arXiv:2301.12540, 2023 | 9 | 2023 |
| BUZz: BUffer Zones for defending adversarial examples in image classification K Mahmood, PH Nguyen, LM Nguyen, T Nguyen, M van Dijk arXiv preprint arXiv:1910.02785, 2019 | 9 | 2019 |
| A Provable Approach for Double-Sparse Coding TV Nguyen, RKW Wong, C Hegde The 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 2017 | 8 | 2017 |
| Provable compressed sensing with generative priors via Langevin dynamics TV Nguyen, G Jagatap, C Hegde IEEE Transactions on Information Theory 68 (11), 7410-7422, 2022 | 7 | 2022 |
| Learning Code Preference via Synthetic Evolution J Liu, T Nguyen, M Shang, H Ding, X Li, Y Yu, V Kumar, Z Wang arXiv preprint arXiv:2410.03837, 2024 | 4 | 2024 |
| Inverse imaging with generative priors via Langevin dynamics TV Nguyen, G Jagatap, C Hegde ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 3 | 2022 |
| Provably Accurate Double-Sparse Coding TV Nguyen, RKW Wong, C Hegde Journal of Machine Learning Research 20 (141), 1-43, 2019 | 3 | 2019 |
| Autoencoders Learn Generative Linear Models TV Nguyen, RKW Wong, C Hegde arXiv preprint arXiv:1806.00572, 2018 | 2 | 2018 |
| Inferring API elements relevant to an english query TV Nguyen, TN Nguyen Proceedings of the 40th International Conference on Software Engineering …, 2018 | 2 | 2018 |
Chinmay HegdeNew York UniversityVerified email at nyu.edu