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Richard Shin
Richard Shin
Andra namnEui Chul Richard Shin
Principal Researcher, Microsoft (Semantic Machines)
Verifierad e-postadress på microsoft.com - Startsida
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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
4372019
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
3882012
Recognizing functions in binaries with neural networks
ECR Shin, D Song, R Moazzezi
24th USENIX security symposium (USENIX Security 15), 611-626, 2015
3592015
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
318*2014
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
2542010
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
215*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
2112016
Jpeg-resistant adversarial images
R Shin, D Song
NIPS 2017 Workshop on Machine Learning and Computer Security 1, 8, 2017
1632017
Making neural programming architectures generalize via recursion
J Cai, R Shin, D Song
arXiv preprint arXiv:1704.06611, 2017
1512017
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
136*2021
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
972016
Differentiable neural network architecture search
R Shin, C Packer, D Song
922018
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
822019
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
702010
Few-shot semantic parsing with language models trained on code
R Shin, B Van Durme
arXiv preprint arXiv:2112.08696, 2021
512021
Synthetic Datasets for Neural Program Synthesis
R Shin, N Kant, K Gupta, C Bender, B Trabucco, R Singh, D Song
462018
Improving neural program synthesis with inferred execution traces
EC Shin, I Polosukhin, D Song
Advances in Neural Information Processing Systems 31, 2018
452018
Neural code completion
C Liu, X Wang, R Shin, JE Gonzalez, D Song
422016
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
402015
Parametrized hierarchical procedures for neural programming
R Fox, R Shin, S Krishnan, K Goldberg, D Song, I Stoica
ICLR 2018, 2018
332018
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Artiklar 1–20