Shubho Sengupta

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 25

Top Topics

Recurrent Neural Networks

Speech Recognition

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Nadia Alshahwan, Mark Harman, Inna Harper, Alexandru Marginean, Shubho Sengupta, Eddy Wang
Assured LLM-Based Software Engineering. CoRR (2024)
Nadia Alshahwan, Jubin Chheda, Anastasia Finegenova, Beliz Gokkaya, Mark Harman, Inna Harper, Alexandru Marginean, Shubho Sengupta, Eddy Wang
Automated Unit Test Improvement using Large Language Models at Meta. CoRR (2024)
Dimitris Mouris, Daniel Masny, Ni Trieu, Shubho Sengupta, Prasad Buddhavarapu, Benjamin M. Case
Delegated Private Matching For Compute. Proc. Priv. Enhancing Technol. 2024 (2) (2024)
Manuel B. Santos, Dimitris Mouris, Mehmet Ugurbil, Stanislaw Jarecki, José Reis, Shubho Sengupta, Miguel de Vega
Curl: Private LLMs through Wavelet-Encoded Look-Up Tables. IACR Cryptol. ePrint Arch. 2024 (2024)
Nadia Alshahwan, Jubin Chheda, Anastasia Finogenova, Beliz Gokkaya, Mark Harman, Inna Harper, Alexandru Marginean, Shubho Sengupta, Eddy Wang
Automated Unit Test Improvement using Large Language Models at Meta. SIGSOFT FSE Companion (2024)
Angela Fan, Beliz Gokkaya, Mark Harman, Mitya Lyubarskiy, Shubho Sengupta, Shin Yoo, Jie M. Zhang
Large Language Models for Software Engineering: Survey and Open Problems. ICSE-FoSE (2023)
Angela Fan, Beliz Gokkaya, Mark Harman, Mitya Lyubarskiy, Shubho Sengupta, Shin Yoo, Jie M. Zhang
Large Language Models for Software Engineering: Survey and Open Problems. CoRR (2023)
Dimitris Mouris, Daniel Masny, Ni Trieu, Shubho Sengupta, Prasad Buddhavarapu, Benjamin M. Case
Delegated Private Matching for Compute. IACR Cryptol. ePrint Arch. 2023 (2023)
Shubho Sengupta, Vineel Pratap, Awni Y. Hannun
Parallel Composition of Weighted Finite-State Transducers. ICASSP (2022)
Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten
CrypTen: Secure Multi-Party Computation Meets Machine Learning. CoRR (2021)
Brian Knott, Shobha Venkataraman, Awni Y. Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten
CrypTen: Secure Multi-Party Computation Meets Machine Learning. NeurIPS (2021)
Shubho Sengupta, Vineel Pratap, Awni Hannun
Parallel Composition of Weighted Finite-State Transducers. CoRR (2021)
Prasad Buddhavarapu, Benjamin M. Case, Logan Gore, Andrew Knox, Payman Mohassel, Shubho Sengupta, Erik Taubeneck, Min Xue
Multi-key Private Matching for Compute. IACR Cryptol. ePrint Arch. 2021 (2021)
Mahnush Movahedi, Benjamin M. Case, James Honaker, Andrew Knox, Li Li, Yiming Paul Li, Sanjay Saravanan, Shubho Sengupta, Erik Taubeneck
Privacy-Preserving Randomized Controlled Trials: A Protocol for Industry Scale Deployment. CCSW@CCS (2021)
Mahnush Movahedi, Benjamin M. Case, Andrew Knox, Li Li, Yiming Paul Li, Sanjay Saravanan, Shubho Sengupta, Erik Taubeneck
Private Randomized Controlled Trials: A Protocol for Industry Scale Deployment. CoRR (2021)
Prasad Buddhavarapu, Andrew Knox, Payman Mohassel, Shubho Sengupta, Erik Taubeneck, Vlad Vlaskin
Private Matching for Compute. IACR Cryptol. ePrint Arch. 2020 (2020)
Awni Y. Hannun, Brian Knott, Shubho Sengupta, Laurens van der Maaten
Privacy-Preserving Contextual Bandits. CoRR (2019)
Yuandong Tian, Jerry Ma, Qucheng Gong, Shubho Sengupta, Zhuoyuan Chen, James Pinkerton, C. Lawrence Zitnick
ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero. CoRR (2019)
Yuandong Tian, Jerry Ma, Qucheng Gong, Shubho Sengupta, Zhuoyuan Chen, James Pinkerton, Larry Zitnick
ELF OpenGo: an analysis and open reimplementation of AlphaZero. ICML (2019)
Sharan Narang, Gregory F. Diamos, Shubho Sengupta, Erich Elsen
Exploring Sparsity in Recurrent Neural Networks. CoRR (2017)
Sercan Ömer Arik, Mike Chrzanowski, Adam Coates, Gregory Frederick Diamos, Andrew Gibiansky, Yongguo Kang, Xian Li, John Miller, Andrew Y. Ng, Jonathan Raiman, Shubho Sengupta, Mohammad Shoeybi
Deep Voice: Real-time Neural Text-to-Speech. ICML (2017)
Sharan Narang, Greg Diamos, Shubho Sengupta, Erich Elsen
Exploring Sparsity in Recurrent Neural Networks. ICLR (Poster) (2017)
Sercan Ömer Arik, Mike Chrzanowski, Adam Coates, Greg Diamos, Andrew Gibiansky, Yongguo Kang, Xian Li, John Miller, Jonathan Raiman, Shubho Sengupta, Mohammad Shoeybi
Deep Voice: Real-time Neural Text-to-Speech. CoRR (2017)
Greg Diamos, Shubho Sengupta, Bryan Catanzaro, Mike Chrzanowski, Adam Coates, Erich Elsen, Jesse H. Engel, Awni Y. Hannun, Sanjeev Satheesh
Persistent RNNs: Stashing Recurrent Weights On-Chip. ICML (2016)
Dario Amodei, Sundaram Ananthanarayanan, Rishita Anubhai, Jingliang Bai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse H. Engel, Linxi Fan, Christopher Fougner, Awni Y. Hannun, Billy Jun, Tony Han, Patrick LeGresley, Xiangang Li, Libby Lin, Sharan Narang, Andrew Y. Ng, Sherjil Ozair, Ryan Prenger, Sheng Qian, Jonathan Raiman, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Chong Wang, Yi Wang, Zhiqian Wang, Bo Xiao, Yan Xie, Dani Yogatama, Jun Zhan, Zhenyao Zhu
Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin. ICML (2016)
Dario Amodei, Rishita Anubhai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Jingdong Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Erich Elsen, Jesse H. Engel, Linxi Fan, Christopher Fougner, Tony Han, Awni Y. Hannun, Billy Jun, Patrick LeGresley, Libby Lin, Sharan Narang, Andrew Y. Ng, Sherjil Ozair, Ryan Prenger, Jonathan Raiman, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Yi Wang, Zhiqian Wang, Chong Wang, Bo Xiao, Dani Yogatama, Jun Zhan, Zhenyao Zhu
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin. CoRR (2015)
Nadathur Satish, Narayanan Sundaram, Md. Mostofa Ali Patwary, Jiwon Seo, Jongsoo Park, Muhammad Amber Hassaan, Shubho Sengupta, Zhaoming Yin, Pradeep Dubey
Navigating the maze of graph analytics frameworks using massive graph datasets. SIGMOD Conference (2014)
Awni Y. Hannun, Carl Case, Jared Casper, Bryan Catanzaro, Greg Diamos, Erich Elsen, Ryan Prenger, Sanjeev Satheesh, Shubho Sengupta, Adam Coates, Andrew Y. Ng
Deep Speech: Scaling up end-to-end speech recognition. CoRR (2014)