| On the feasibility of internet-scale author identification A Narayanan, H Paskov, NZ Gong, J Bethencourt, E Stefanov, ECR Shin, ... Security and Privacy (SP), 2012 IEEE Symposium on, 300-314, 2012 | 381 | 2012 |
| Recognizing functions in binaries with neural networks ECR Shin, D Song, R Moazzezi 24th {USENIX} Security Symposium ({USENIX} Security 15), 611-626, 2015 | 313 | 2015 |
| Joint link prediction and attribute inference using a social-attribute network NZ Gong, A Talwalkar, L Mackey, L Huang, ECR Shin, E Stefanov, E Shi, ... ACM Transactions on Intelligent Systems and Technology (TIST) 5 (2), 1-20, 2014 | 308* | 2014 |
| Rat-sql: Relation-aware schema encoding and linking for text-to-sql parsers B Wang, R Shin, X Liu, O Polozov, M Richardson arXiv preprint arXiv:1911.04942, 2019 | 306 | 2019 |
| Inference and analysis of formal models of botnet command and control protocols CY Cho, D Babić, ECR Shin, D Song Proceedings of the 17th ACM conference on Computer and communications …, 2010 | 243 | 2010 |
| A systematic analysis of XSS sanitization in web application frameworks J Weinberger, P Saxena, D Akhawe, M Finifter, R Shin, D Song Computer Security–ESORICS 2011: 16th European Symposium on Research in …, 2011 | 206* | 2011 |
| Explorekit: Automatic feature generation and selection G Katz, ECR Shin, D Song 2016 IEEE 16th International Conference on Data Mining (ICDM), 979-984, 2016 | 183 | 2016 |
| Making neural programming architectures generalize via recursion J Cai, R Shin, D Song arXiv preprint arXiv:1704.06611, 2017 | 137 | 2017 |
| Jpeg-resistant adversarial images R Shin, D Song NIPS 2017 Workshop on Machine Learning and Computer Security 1, 8, 2017 | 102 | 2017 |
| Latent attention for if-then program synthesis C Liu, X Chen, EC Shin, M Chen, D Song Advances in Neural Information Processing Systems 29, 2016 | 85 | 2016 |
| Differentiable neural network architecture search R Shin, C Packer, D Song | 79 | 2018 |
| Constrained language models yield few-shot semantic parsers R Shin, CH Lin, S Thomson, C Chen, Roy, EA Platanios, A Pauls, D Klein, ... Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 78* | 2021 |
| The emperor’s new APIs: On the (in) secure usage of new client-side primitives S Hanna, R Shin, D Akhawe, A Boehm, P Saxena, D Song Proceedings of the Web 2, 2010 | 69 | 2010 |
| Program synthesis and semantic parsing with learned code idioms EC Shin, M Allamanis, M Brockschmidt, A Polozov Advances in Neural Information Processing Systems 32, 2019 | 67 | 2019 |
| Improving neural program synthesis with inferred execution traces EC Shin, I Polosukhin, D Song Advances in Neural Information Processing Systems 31, 2018 | 37 | 2018 |
| Synthetic Datasets for Neural Program Synthesis R Shin, N Kant, K Gupta, C Bender, B Trabucco, R Singh, D Song | 36 | 2018 |
| Neural code completion C Liu, X Wang, R Shin, JE Gonzalez, D Song | 36 | 2016 |
| Exploring privacy preservation in outsourced k-nearest neighbors with multiple data owners F Li, R Shin, V Paxson Proceedings of the 2015 ACM Workshop on Cloud Computing Security Workshop, 53-64, 2015 | 34 | 2015 |
| Parametrized hierarchical procedures for neural programming R Fox, R Shin, S Krishnan, K Goldberg, D Song, I Stoica ICLR 2018, 2018 | 29 | 2018 |
| PIANO: Proximity-based user authentication on voice-powered internet-of-things devices NZ Gong, A Ozen, Y Wu, X Cao, R Shin, D Song, H Jin, X Bao 2017 IEEE 37th International Conference on Distributed Computing Systems …, 2017 | 25 | 2017 |
