Deep learning methods for unsupervised acoustic modeling - Leap submission to ZeroSpeech challenge 2017. - T. K. Ansari; Rajath Kumar; Sonali Singh; Sriram Ganapathy (ASRU, 2017)

Unsupervised HMM posteriograms for language independent acoustic modeling in zero resource conditions. - T. K. Ansari; Rajath Kumar; Sonali Singh; Sriram Ganapathy; V. Susheela Devi (ASRU, 2017)

Low-Cost, Continuously Variable, Strain Wave Transmission Using Gecko-Inspired Adhesives. - Nicholas D. Naclerio; Capella F. Kerst; David A. Haggerty; Srinivasan A. Suresh; Sonali Singh; Kenichi Ogawa; Susumu Miyazaki; Mark R. Cutkosky; Elliot Wright Hawkes (IEEE Robotics Autom. Lett., 2019)

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 (ISCA, 2020)

An Analysis on Consumer Preference of Ayurvedic Products in Indian Market. - Richa Misra; Sonali Singh; Renuka Mahajan (Int. J. Asian Bus. Inf. Manag., 2020)

Assessing Behavioral Patterns for Online Gaming Addiction: A Study Among Indian Youth. - Richa Misra; Sonali Singh; Nidhi Singh (Int. J. Cyber Behav. Psychol. Learn., 2020)

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 (ISLPED, 2021)

Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training. - Anup Sarma; Sonali Singh; Huaipan Jiang; Rui Zhang 037; Mahmut T. Kandemir; Chita R. Das (NeurIPS, 2021)

A Technique for Securing Multiple Digital Images Based on 2D Linear Congruential Generator, Silver Ratio, and Galois Field. - Abdul Gaffar 001; Anand B. Joshi; Sonali Singh; Vishnu Narayan Mishra; Hamurabi Gamboa-Rosales; Liang Zhou; Arvind Dhaka; Lakshmi Narayan Mishra (IEEE Access, 2021)

6D-Chaotic System and 2D Fractional Discrete Cosine Transform Based Encryption of Biometric Templates. - Dhanesh Kumar; Anand B. Joshi; Sonali Singh; Vishnu Narayan Mishra; Hamurabi Gamboa-Rosales; Liang Zhou; Arvind Dhaka; Amita Nandal; Hasmat Malik; Satyendra Singh (IEEE Access, 2021)

Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs. - Anup Sarma; Sonali Singh; Huaipan Jiang; Ashutosh Pattnaik; Asit K. Mishra; Vijaykrishnan Narayanan; Mahmut T. Kandemir; Chita R. Das (CoRR, 2021)

Assessing determinants influencing continued use of live streaming services: An extended perceived value theory of streaming addiction. - Sonali Singh; Nidhi Singh; Zoran Kalinic; Francisco J. Liébana-Cabanillas (Expert Syst. Appl., 2021)

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 (MICRO, 2022)

Machine Learning: Algorithms, Models, and Applications. - Jaydip Sen; Sidra Mehtab; Rajdeep Sen; Abhishek Dutta 002; Pooja Kherwa; Saheel Ahmed; Pranay Berry; Sahil Khurana; Sonali Singh; David W. W. Cadotte; David W. Anderson; Kalum J. Ost; et al. (CoRR, 2022)

Analysis of Distributed Deep Learning in the Cloud. - Aakash Sharma; Vivek M. Bhasi; Sonali Singh; Rishabh Jain; Jashwant Raj Gunasekaran; Subrata Mitra; Mahmut Taylan Kandemir; George Kesidis; Chita R. Das (CoRR, 2022)

A high capacity multi-image steganography technique based on golden ratio and non-subsampled contourlet transform. - Abdul Gaffar 001; Anand B. Joshi; Sonali Singh; Keerti Srivastava (Multim. Tools Appl., 2022)

Exploiting Large Language Models (LLMs) through Deception Techniques and Persuasion Principles. - Sonali Singh; Faranak Abri; Akbar Siami Namin (IEEE Big Data, 2023)

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 (ICDCS, 2023)

Federated Learning with Spiking Neural Networks in Heterogeneous Systems. - Sadia Anjum Tumpa; Sonali Singh; Md Fahim Faysal Khan; Mahmut Taylan Kandemir; Vijaykrishnan Narayanan; Chita R. Das (ISVLSI, 2023)

Multi-Objective Ranking to Boost Navigational Suggestions in eCommerce AutoComplete. - Sonali Singh; Sachin Farfade; Prakash Mandayam Comar (WWW (Companion Volume), 2023)

Security of medical images based on special orthogonal group and Galois field. - Anand B. Joshi; Abdul Gaffar 001; Sonali Singh (Multim. Tools Appl., 2023)

Robust H∞ Controller Design With Regional Pole-Placement for Quarter Car Active Suspension System. - Sonali Singh; Ganta Jane Gladys; P. P. Gouri; Jitendra Kumar Goyal; Ankit Sachan; Surender Hans; Shubhi Purwar; Neeraj Gupta (ANZCC, 2024)

Design and Stability Analysis of Non-smooth Integral Sliding Surface for Coupled-Tank System with Matching/Non-matching Disturbance. - Sonali Singh; Ankit Sachan; Jitendra Kumar Goyal; Shubhi Purwar; Neeraj Gupta; Ganta Jane Gladys; P. P. Gouri; Surender Hans (ANZCC, 2024)

Adversarial Training of Retrieval Augmented Generation to Generate Believable Fake News. - Sonali Singh; Akbar Siami Namin (IEEE Big Data, 2024)

DiAL : Diversity Aware Listwise Ranking for Query Auto-Complete. - Sonali Singh; Sachin Farfade; Prakash Mandayam Comar (EMNLP (Industry Track), 2024)

GPU Cluster Scheduling for Network-Sensitive Deep Learning. - Aakash Sharma; Vivek M. Bhasi; Sonali Singh; George Kesidis; Mahmut T. Kandemir; Chita R. Das (CoRR, 2024)

Supervisory-based quantised hands-off control for a class of uncertain systems with nonlinear sector. - Sonali Singh; Ankit Sachan; Jitendra Kumar Goyal; Shubhi Purwar; Sandeep Kumar Soni (Int. J. Syst. Sci., 2024)

A novel method of digital image encryption using graph theory. - Anand B. Joshi; Dhanesh Kumar; Sachin Kumar; Sonali Singh (Multim. Tools Appl., 2024)

Evaluating Auto-complete Ranking for Diversity and Relevance. - Sonali Singh; Sachin Farfade; Prakash Mandayam Comar (ECIR (1), 2025)

Using Instruction-Tuned LMs for Scalable Use Case-Based Shopping - Where Customers Meet Their Needs. - Rajdeep Mukherjee; Sonali Singh; Sachin Farfade (KDD (1), 2025)

A survey on chatbots and large language models: Testing and evaluation techniques. - Sonali Singh; Akbar Siami Namin (Nat. Lang. Process. J., 2025)