| 2025 | ACL | Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search. | Akshay Jagatap, Neeraj Anand, Sonali Singh, Prakash Mandayam Comar |
| 2025 | ECIR | Evaluating Auto-complete Ranking for Diversity and Relevance. | Sonali Singh, Sachin Farfade, Prakash Mandayam Comar |
| 2025 | KDD | Using Instruction-Tuned LMs for Scalable Use Case-Based Shopping - Where Customers Meet Their Needs. | Rajdeep Mukherjee, Sonali Singh, Sachin Farfade |
| 2024 | EMNLP | DiAL : Diversity Aware Listwise Ranking for Query Auto-Complete. | Sonali Singh, Sachin Farfade, Prakash Mandayam Comar |
| 2023 | ICDCS | Stash: A Comprehensive Stall-Centric Characterization of Public Cloud VMs for Distributed Deep Learning. | Aakash Sharma, Vivek M. Bhasi, Sonali Singh, Rishabh Jain, Jashwant Raj Gunasekaran, Subrata Mitra, Mahmut Taylan Kandemir, George Kesidis, Chita R. Das |
| 2023 | WWW | Multi-Objective Ranking to Boost Navigational Suggestions in eCommerce AutoComplete. | Sonali Singh, Sachin Farfade, Prakash Mandayam Comar |
| 2022 | MICRO | Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping. | Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T. Kandemir, Emre Neftci, Vijaykrishnan Narayanan, Chita R. Das |
| 2021 | ISLPED | Gesture-SNN: Co-optimizing accuracy, latency and energy of SNNs for neuromorphic vision sensors. | Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das |
| 2020 | ISCA | NEBULA: A Neuromorphic Spin-Based Ultra-Low Power Architecture for SNNs and ANNs. | Sonali Singh, Anup Sarma, Nicholas Jao, Ashutosh Pattnaik, Sen Lu, Kezhou Yang, Abhronil Sengupta, Vijaykrishnan Narayanan, Chita R. Das |
| 2017 | ASRU | Deep learning methods for unsupervised acoustic modeling - Leap submission to ZeroSpeech challenge 2017. | T. K. Ansari, Rajath Kumar, Sonali Singh, Sriram Ganapathy |
| 2017 | ASRU | Unsupervised HMM posteriograms for language independent acoustic modeling in zero resource conditions. | T. K. Ansari, Rajath Kumar, Sonali Singh, Sriram Ganapathy, V. Susheela Devi |