| 2026 | AAAI | DETONATE - A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization. | Renjith Prasad Kaippilly Mana, Abhilekh Borah, Hasnat Md Abdullah, Chathurangi Shyalika, Gurpreet Singh, Ritvik Garimella, Rajarshi Roy, Harshul Raj Surana, Nasrin Imanpour, Suranjana Trivedy, Amit P. Sheth, Amitava Das |
| 2025 | ACL | YinYang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment. | Amitava Das, Yaswanth Narsupalli, Gurpreet Singh, Vinija Jain, Vasu Sharma, Suranjana Trivedy, Aman Chadha, Amit P. Sheth |
| 2025 | ACL | DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization. | Amitava Das, Suranjana Trivedy, Danush Khanna, Yaswanth Narsupalli, Basab Ghosh, Rajarshi Roy, Gurpreet Singh, Vinija Jain, Vasu Sharma, Aishwarya Naresh Reganti, Aman Chadha |
| 2025 | EMNLP | Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations. | Abhilekh Borah, Chhavi Sharma, Danush Khanna, Utkarsh Bhatt, Gurpreet Singh, Hasnat Md Abdullah, Raghav Kaushik Ravi, Vinija Jain, Jyoti Patel, Shubham Singh, Vasu Sharma, Arpita Vats, Rahul Raja, Aman Chadha, Amitava Das |
| 2025 | ICDCN | NetProbe: Deep Learning-Driven DDoS Detection with a Two-Tiered Mitigation Strategy. | Prianshu Jha, Gurpreet Singh, Amit Kumar, Dewesh Agrawal, Yashwant Singh Patel, Javad Forough |
| 2024 | ICDCN | Fed-Avis: A Lightweight Federated Learning Assisted Anti-Vehicle Infiltration System. | Dewesh Agrawal, Gurpreet Singh, Harinderjit Singh, Kulvir Singh, Prianshu Jha, Yashwant Singh Patel |
| 2023 | CoDIT | A Two-Stages Unsupervised/Supervised Statistical Learning Approach for Drone Behaviour Prediction. | Gurpreet Singh, Adolfo Perrusqua, Weisi Guo |
| 2022 | UAI | Learning a neural Pareto manifold extractor with constraints. | Soumyajit Gupta, Gurpreet Singh, Raghu Bollapragada, Matthew Lease |
| 2021 | ICTIR | Pareto Solutions vs Dataset Optima: Concepts and Methods for Optimizing Competing Objectives with Constraints in Retrieval. | Soumyajit Gupta, Gurpreet Singh, Anubrata Das, Matthew Lease |
| 2020 | ICAART | Pursuit-evasion with Decentralized Robotic Swarm in Continuous State Space and Action Space via Deep Reinforcement Learning. | Gurpreet Singh, Daniel M. Lofaro, Donald Sofge |
| 2019 | ICCS | Recovery of the Interface Velocity for the Incompressible Flow in Enhanced Velocity Mixed Finite Element Method. | Yerlan Amanbek, Gurpreet Singh, Mary F. Wheeler |
| 2018 | UIC | Towards Developing an Effective Algorithm Visualization Tool for Online Learning. | Katarzyna Romanowska, Gurpreet Singh, M. Ali Akber Dewan, Fuhua Oscar Lin |
| 2014 | ICDSE | ECG denoising using adaptive selection of IMFs through EMD and EEMD. | Gurpreet Singh, Gagandeep Kaur, Vineet Kumar |
| 2007 | PIMRC | Location Aided Directed Routing (LADR) Protocol for Mobile Ad-hoc Networks. | Gurpreet Singh, Ananth Subramanian, Yong Liang Guan |