Research
Principal Researcher
Uma Ranjan, Kunal Tilaganji, Aditya Koul, Anurag Mahipal, Dashpreet Singh, Hriday Rana, Manan Jain, Sidharth D. Gupta, A. B. George, Vineeth N Balasubramanian, Nagarajan Natarajan, Amit Sharma
August 2026
August 2026
Rohit Sinha, Kunal Tilaganji, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N Balasubramanian
European Conference on Computer Vision 2026 | August 2026
Shashwat Gupta, Anson Bastos, Mayukh Das, Supriyo Ghosh, Nagarajan Natarajan, Chetan Bansal, Saravan Rajmohan
ACL 2026 | July 2026
Findings Paper
Rohit Sinha, Kunal Tilaganji, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N Balasubramanian
International Conference on Learning Representations | May 2026
Vishak Bhat, Prateek Chanda, Ashmit Khandelwal, Maitreyi Swaroop, Vineeth N Balasubramanian, Subbarao Kambhampati, Nagarajan Natarajan, Amit Sharma
February 2026
Abhinav Java, Ashmit Khandelwal, S. Midigeshi, Aaron L Halfaker, Amit Deshpande, Navin Goyal, Ankur Gupta, Nagarajan Natarajan, Amit Sharma
ICLR 2026 | August 2025
Tushar Aggarwal*, Swayam Singh*, Abhijeet Awasthi, Aditya Kanade, Nagarajan Natarajan
ICML 2025 | July 2025
Ramneet Singh∗, Sathvik Joel∗, Abhav Mehrotra, Nalin Wadhwa, Ramakrishna Bairi, Aditya Kanade, Nagarajan Natarajan
MSR-TR-2025-34 | June 2025
Published by Microsoft
Prakhar Verma, Sukruta Prakash Midigeshi, Gaurav Sinha, Arno Solin, Nagarajan Natarajan, Amit Sharma
ICLR 2025 - Workshop on Reasoning and Planning for LLMs | March 2025
Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade (kanadeaditya), Suresh Parthasarathy (supartha), Sriram Rajamani (sriram)
FSE | July 2024
Sayak Ray Chowdhury, Xingyu Zhou, Nagarajan Natarajan
AISTATS | May 2024
Sayak Ray Chowdhury, Anush Kini, Nagarajan Natarajan
ICML 2024 | May 2024
Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan
NSDI 2024 | April 2024
Manav Singhal, Tushar Aggarwal, Abhijeet Awasthi, Nagarajan Natarajan, Aditya Kanade
February 2024
arXiv | February 2024
Preprint
Rahul Bothra, Aryan Taneja, Debopam Bhattacherjee, Rohan Gandhi, Venkat Padmanabhan, Ranjita Bhagwan, Nagarajan Natarajan, Saikat Guha, Ross Cutler
ACM HotNets | November 2023
Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade, Suresh Parthasarathy, Sriram Rajamani
September 2023
Gaurav Sinha, Sayak Ray Chowdhury, Nagarajan Natarajan, Amit Sharma
UAI | July 2023
Ajaykrishna Karthikeyan, Nagarajan Natarajan, Gagan Somashekar, Lei Zhao, Ranjita Bhagwan, Rodrigo Fonseca, Tatiana Racheva, Yogesh Bansal
Networked Systems Design and Implementation | April 2023
Divyam Anshumaan, Sriram Balasubramanian, Shubham Tiwari, Nagarajan Natarajan, Sundararajan Sellamanickam, Venkat Padmanabhan
The 37th AAAI Conference on Artificial Intelligence | February 2023
[Guest] Ajaykrishna Karthikeyan (ajaykrishna-karthikeyan), Naman Jain, Nagarajan Natarajan, Prateek Jain
Transactions on Machine Learning Research | September 2022
Sachin Ashok, Shubham Tiwari, Nagarajan Natarajan, Venkat Padmanabhan, Sundararajan Sellamanickam
ACM SIGMETRICS | June 2022
Naman Jain, Skanda Vaidyanath, Arun Iyer, Nagarajan Natarajan, Suresh Parthasarathy, Sriram Rajamani, Rahul Sharma
International Conference on Software Engineering (ICSE) | May 2022
Aadirupa Saha, Nagarajan Natarajan, Praneeth Netrapalli, Prateek Jain
2021 International Conference on Machine Learning | July 2021
Nagarajan Natarajan, Ajaykrishna Karthikeyan, Prateek Jain, Ivan Radicek, Sriram Rajamani, Sumit Gulwani, Johannes Gehrke
July 2020
Sahil Bhatia, Saswat Padhi, Nagarajan Natarajan, Rahul Sharma, Prateek Jain
November 2019
(Appeared in the Workshop on Computer-Assisted Programming, NeurIPS 2020) | November 2019
Vivek Gupta, Rahul Wadbude, Nagarajan Natarajan, Harish Karnick, Prateek Jain, Piyush Rai
National Conference on Artificial Intelligence | July 2019
Nagarajan Natarajan, Danny Simmons, Naren Datha (narend), Prateek Jain, Sumit Gulwani
AIStats | January 2019
Aditya Krishna Menon, Brendan van Rooyen, Nagarajan Natarajan
Machine Learning | May 2018, Vol 107(8): pp. 1561-1595
Kamalika Chaudhuri, Prateek Jain, Nagarajan Natarajan
International Conference on Machine Learning | July 2017
Krzysztof Dembczyński, Wojciech Kotłowski, Oluwasanmi Koyejo, Nagarajan Natarajan
International Conference on Machine Learning | July 2017
Nagarajan Natarajan, Prateek Jain
Neural Information Processing Systems | December 2016
Rohit Sinha, Kunal Tilaganji, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N Balasubramanian
European Conference on Computer Vision 2026 | August 2026
Uma Ranjan, Kunal Tilaganji, Aditya Koul, Anurag Mahipal, Dashpreet Singh, Hriday Rana, Manan Jain, Sidharth D. Gupta, A. B. George, Vineeth N Balasubramanian, Nagarajan Natarajan, Amit Sharma
August 2026
August 2026
Rohit Sinha, Kunal Tilaganji, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N Balasubramanian
International Conference on Learning Representations | May 2026
Shashwat Gupta, Anson Bastos, Mayukh Das, Supriyo Ghosh, Nagarajan Natarajan, Chetan Bansal, Saravan Rajmohan
ACL 2026 | July 2026
Findings Paper
Rohit Sinha, Kunal Tilaganji, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N Balasubramanian
International Conference on Learning Representations | May 2026
Vishak Bhat, Prateek Chanda, Ashmit Khandelwal, Maitreyi Swaroop, Vineeth N Balasubramanian, Subbarao Kambhampati, Nagarajan Natarajan, Amit Sharma
February 2026
Abhinav Java, Ashmit Khandelwal, S. Midigeshi, Aaron L Halfaker, Amit Deshpande, Navin Goyal, Ankur Gupta, Nagarajan Natarajan, Amit Sharma
ICLR 2026 | August 2025
Tushar Aggarwal*, Swayam Singh*, Abhijeet Awasthi, Aditya Kanade, Nagarajan Natarajan
ICML 2025 | July 2025
Ramneet Singh∗, Sathvik Joel∗, Abhav Mehrotra, Nalin Wadhwa, Ramakrishna Bairi, Aditya Kanade, Nagarajan Natarajan
MSR-TR-2025-34 | June 2025
Published by Microsoft
Prakhar Verma, Sukruta Prakash Midigeshi, Gaurav Sinha, Arno Solin, Nagarajan Natarajan, Amit Sharma
ICLR 2025 - Workshop on Reasoning and Planning for LLMs | March 2025
Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade (kanadeaditya), Suresh Parthasarathy (supartha), Sriram Rajamani (sriram)
FSE | July 2024
Sayak Ray Chowdhury, Anush Kini, Nagarajan Natarajan
ICML 2024 | May 2024
Sayak Ray Chowdhury, Xingyu Zhou, Nagarajan Natarajan
AISTATS | May 2024
Manav Singhal, Tushar Aggarwal, Abhijeet Awasthi, Nagarajan Natarajan, Aditya Kanade
February 2024
arXiv | February 2024
Preprint
Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade, Suresh Parthasarathy, Sriram Rajamani
September 2023
Gaurav Sinha, Sayak Ray Chowdhury, Nagarajan Natarajan, Amit Sharma
UAI | July 2023
Divyam Anshumaan, Sriram Balasubramanian, Shubham Tiwari, Nagarajan Natarajan, Sundararajan Sellamanickam, Venkat Padmanabhan
The 37th AAAI Conference on Artificial Intelligence | February 2023
[Guest] Ajaykrishna Karthikeyan (ajaykrishna-karthikeyan), Naman Jain, Nagarajan Natarajan, Prateek Jain
Transactions on Machine Learning Research | September 2022
Naman Jain, Skanda Vaidyanath, Arun Iyer, Nagarajan Natarajan, Suresh Parthasarathy, Sriram Rajamani, Rahul Sharma
International Conference on Software Engineering (ICSE) | May 2022
Aadirupa Saha, Nagarajan Natarajan, Praneeth Netrapalli, Prateek Jain
2021 International Conference on Machine Learning | July 2021
Nagarajan Natarajan, Ajaykrishna Karthikeyan, Prateek Jain, Ivan Radicek, Sriram Rajamani, Sumit Gulwani, Johannes Gehrke
July 2020
Sahil Bhatia, Saswat Padhi, Nagarajan Natarajan, Rahul Sharma, Prateek Jain
November 2019
(Appeared in the Workshop on Computer-Assisted Programming, NeurIPS 2020) | November 2019
Vivek Gupta, Rahul Wadbude, Nagarajan Natarajan, Harish Karnick, Prateek Jain, Piyush Rai
National Conference on Artificial Intelligence | July 2019
Nagarajan Natarajan, Danny Simmons, Naren Datha (narend), Prateek Jain, Sumit Gulwani
AIStats | January 2019
Aditya Krishna Menon, Brendan van Rooyen, Nagarajan Natarajan
Machine Learning | May 2018, Vol 107(8): pp. 1561-1595
Kamalika Chaudhuri, Prateek Jain, Nagarajan Natarajan
International Conference on Machine Learning | July 2017
Krzysztof Dembczyński, Wojciech Kotłowski, Oluwasanmi Koyejo, Nagarajan Natarajan
International Conference on Machine Learning | July 2017
Nagarajan Natarajan, Prateek Jain
Neural Information Processing Systems | December 2016
Abhinav Java, Ashmit Khandelwal, S. Midigeshi, Aaron L Halfaker, Amit Deshpande, Navin Goyal, Ankur Gupta, Nagarajan Natarajan, Amit Sharma
ICLR 2026 | August 2025
Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan
NSDI 2024 | April 2024
Aadirupa Saha, Nagarajan Natarajan, Praneeth Netrapalli, Prateek Jain
2021 International Conference on Machine Learning | July 2021
Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan
NSDI 2024 | April 2024
Rahul Bothra, Aryan Taneja, Debopam Bhattacherjee, Rohan Gandhi, Venkat Padmanabhan, Ranjita Bhagwan, Nagarajan Natarajan, Saikat Guha, Ross Cutler
ACM HotNets | November 2023
Ajaykrishna Karthikeyan, Nagarajan Natarajan, Gagan Somashekar, Lei Zhao, Ranjita Bhagwan, Rodrigo Fonseca, Tatiana Racheva, Yogesh Bansal
Networked Systems Design and Implementation | April 2023
Divyam Anshumaan, Sriram Balasubramanian, Shubham Tiwari, Nagarajan Natarajan, Sundararajan Sellamanickam, Venkat Padmanabhan
The 37th AAAI Conference on Artificial Intelligence | February 2023
Sachin Ashok, Shubham Tiwari, Nagarajan Natarajan, Venkat Padmanabhan, Sundararajan Sellamanickam
ACM SIGMETRICS | June 2022
Tushar Aggarwal*, Swayam Singh*, Abhijeet Awasthi, Aditya Kanade, Nagarajan Natarajan
ICML 2025 | July 2025
Ramneet Singh∗, Sathvik Joel∗, Abhav Mehrotra, Nalin Wadhwa, Ramakrishna Bairi, Aditya Kanade, Nagarajan Natarajan
MSR-TR-2025-34 | June 2025
Published by Microsoft
Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade (kanadeaditya), Suresh Parthasarathy (supartha), Sriram Rajamani (sriram)
FSE | July 2024
Manav Singhal, Tushar Aggarwal, Abhijeet Awasthi, Nagarajan Natarajan, Aditya Kanade
February 2024
arXiv | February 2024
Preprint
Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade, Suresh Parthasarathy, Sriram Rajamani
September 2023
[Guest] Ajaykrishna Karthikeyan (ajaykrishna-karthikeyan), Naman Jain, Nagarajan Natarajan, Prateek Jain
Transactions on Machine Learning Research | September 2022
Naman Jain, Skanda Vaidyanath, Arun Iyer, Nagarajan Natarajan, Suresh Parthasarathy, Sriram Rajamani, Rahul Sharma
International Conference on Software Engineering (ICSE) | May 2022
Nagarajan Natarajan, Ajaykrishna Karthikeyan, Prateek Jain, Ivan Radicek, Sriram Rajamani, Sumit Gulwani, Johannes Gehrke
July 2020
Sahil Bhatia, Saswat Padhi, Nagarajan Natarajan, Rahul Sharma, Prateek Jain
November 2019
(Appeared in the Workshop on Computer-Assisted Programming, NeurIPS 2020) | November 2019
Nagarajan Natarajan, Danny Simmons, Naren Datha (narend), Prateek Jain, Sumit Gulwani
AIStats | January 2019
Rohit Sinha, Kunal Tilaganji, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N Balasubramanian
European Conference on Computer Vision 2026 | August 2026
Shashwat Gupta, Anson Bastos, Mayukh Das, Supriyo Ghosh, Nagarajan Natarajan, Chetan Bansal, Saravan Rajmohan
ACL 2026 | July 2026
Findings Paper
Rohit Sinha, Kunal Tilaganji, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N Balasubramanian
International Conference on Learning Representations | May 2026
Abhinav Java, Ashmit Khandelwal, S. Midigeshi, Aaron L Halfaker, Amit Deshpande, Navin Goyal, Ankur Gupta, Nagarajan Natarajan, Amit Sharma
ICLR 2026 | August 2025
Tushar Aggarwal*, Swayam Singh*, Abhijeet Awasthi, Aditya Kanade, Nagarajan Natarajan
ICML 2025 | July 2025
Prakhar Verma, Sukruta Prakash Midigeshi, Gaurav Sinha, Arno Solin, Nagarajan Natarajan, Amit Sharma
ICLR 2025 - Workshop on Reasoning and Planning for LLMs | March 2025
Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan
Advances in Neural Information Processing Systems 2024 - Workshop on ML For Systems | November 2024
Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade (kanadeaditya), Suresh Parthasarathy (supartha), Sriram Rajamani (sriram)
FSE | July 2024
Sayak Ray Chowdhury, Anush Kini, Nagarajan Natarajan
ICML 2024 | May 2024
Sayak Ray Chowdhury, Xingyu Zhou, Nagarajan Natarajan
AISTATS | May 2024
Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan
NSDI 2024 | April 2024
Rahul Bothra, Aryan Taneja, Debopam Bhattacherjee, Rohan Gandhi, Venkat Padmanabhan, Ranjita Bhagwan, Nagarajan Natarajan, Saikat Guha, Ross Cutler
ACM HotNets | November 2023
Gaurav Sinha, Sayak Ray Chowdhury, Nagarajan Natarajan, Amit Sharma
UAI | July 2023
Ajaykrishna Karthikeyan, Nagarajan Natarajan, Gagan Somashekar, Lei Zhao, Ranjita Bhagwan, Rodrigo Fonseca, Tatiana Racheva, Yogesh Bansal
Networked Systems Design and Implementation | April 2023
Divyam Anshumaan, Sriram Balasubramanian, Shubham Tiwari, Nagarajan Natarajan, Sundararajan Sellamanickam, Venkat Padmanabhan
The 37th AAAI Conference on Artificial Intelligence | February 2023
Sachin Ashok, Shubham Tiwari, Nagarajan Natarajan, Venkat Padmanabhan, Sundararajan Sellamanickam
ACM SIGMETRICS | June 2022
Naman Jain, Skanda Vaidyanath, Arun Iyer, Nagarajan Natarajan, Suresh Parthasarathy, Sriram Rajamani, Rahul Sharma
International Conference on Software Engineering (ICSE) | May 2022
Aadirupa Saha, Nagarajan Natarajan, Praneeth Netrapalli, Prateek Jain
2021 International Conference on Machine Learning | July 2021
Vivek Gupta, Rahul Wadbude, Nagarajan Natarajan, Harish Karnick, Prateek Jain, Piyush Rai
National Conference on Artificial Intelligence | July 2019
Nagarajan Natarajan, Danny Simmons, Naren Datha (narend), Prateek Jain, Sumit Gulwani
AIStats | January 2019
Kamalika Chaudhuri, Prateek Jain, Nagarajan Natarajan
International Conference on Machine Learning | July 2017
Krzysztof Dembczyński, Wojciech Kotłowski, Oluwasanmi Koyejo, Nagarajan Natarajan
International Conference on Machine Learning | July 2017
Nagarajan Natarajan, Prateek Jain
Neural Information Processing Systems | December 2016
Uma Ranjan, Kunal Tilaganji, Aditya Koul, Anurag Mahipal, Dashpreet Singh, Hriday Rana, Manan Jain, Sidharth D. Gupta, A. B. George, Vineeth N Balasubramanian, Nagarajan Natarajan, Amit Sharma
August 2026
August 2026
Manav Singhal, Tushar Aggarwal, Abhijeet Awasthi, Nagarajan Natarajan, Aditya Kanade
February 2024
arXiv | February 2024
Preprint
Sahil Bhatia, Saswat Padhi, Nagarajan Natarajan, Rahul Sharma, Prateek Jain
November 2019
(Appeared in the Workshop on Computer-Assisted Programming, NeurIPS 2020) | November 2019
Vishak Bhat, Prateek Chanda, Ashmit Khandelwal, Maitreyi Swaroop, Vineeth N Balasubramanian, Subbarao Kambhampati, Nagarajan Natarajan, Amit Sharma
February 2026
Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade, Suresh Parthasarathy, Sriram Rajamani
September 2023
Nagarajan Natarajan, Ajaykrishna Karthikeyan, Prateek Jain, Ivan Radicek, Sriram Rajamani, Sumit Gulwani, Johannes Gehrke
July 2020
Ramneet Singh∗, Sathvik Joel∗, Abhav Mehrotra, Nalin Wadhwa, Ramakrishna Bairi, Aditya Kanade, Nagarajan Natarajan
MSR-TR-2025-34 | June 2025
Published by Microsoft
[Guest] Ajaykrishna Karthikeyan (ajaykrishna-karthikeyan), Naman Jain, Nagarajan Natarajan, Prateek Jain
Transactions on Machine Learning Research | September 2022
Aditya Krishna Menon, Brendan van Rooyen, Nagarajan Natarajan
Machine Learning | May 2018, Vol 107(8): pp. 1561-1595