| 2025 | ICCV | Adapt, But Don't Forget: Fine-Tuning and Contrastive Routing for Lane Detection under Distribution Shift. | Mohammed Abdul Hafeez Khan, Parth Ganeriwala, Sarah M. Lehman, Siddhartha Bhattacharyya, Amy Alvarez, Natasha A. Neogi |
| 2025 | ICCV | Test-time Prompt Refinement for Text-to-Image Models. | Mohammed Abdul Hafeez Khan, Yash Jain, Siddhartha Bhattacharyya, Vibhav Vineet |
| 2025 | ICMLA | LVADNet3D: A Deep Autoencoder for Reconstructing 3D Intraventricular Flow from Sparse Hemodynamic Data. | Mohammad Abdul Hafeez Khan, Marcello Mattei Di Eugenio, Benjamin Diaz, Ruth E. White, Siddhartha Bhattacharyya, Venkat Keshav Chivukula |
| 2024 | AAAI | Natural Language Explanations for Suicide Risk Classification Using Large Language Models. | William Stern, Seng Jhing Goh, Nasheen Nur, Patrick J. Aragon, Thomas Mercer, Siddhartha Bhattacharyya, Chiradeep Sen, Van Minh Nguyen |
| 2024 | CVPR | ALINA: Advanced Line Identification and Notation Algorithm. | Mohammed Abdul Hafeez Khan, Parth Ganeriwala, Siddhartha Bhattacharyya, Natasha A. Neogi, Raja Muthalagu |
| 2024 | ICMLA | Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV). | Aneesha Guna, Parth Ganeriwala, Siddhartha Bhattacharyya |
| 2023 | ICMLA | AssistTaxi: A Comprehensive Dataset for Taxiway Analysis and Autonomous Operations. | Parth Ganeriwala, Siddhartha Bhattacharyya, Sean Gunther, Brian Kish, Mohammed Abdul Hafeez Khan, Ankur Dhadoti, Natasha A. Neogi |
| 2023 | ICMLA | Conceptualizing Suicidal Behavior: Utilizing Explanations of Predicted Outcomes to Analyze Longitudinal Social Media Data. | Van Minh Nguyen, Nasheen Nur, William Stern, Thomas Mercer, Chiradeep Sen, Siddhartha Bhattacharyya, Victor Tumbiolo, Seng Jhing Goh |
| 2020 | CEC | Multilevel Quantum Inspired Fractional Order Ant Colony Optimization for Automatic Clustering of Hyperspectral Images. | Siddhartha Bhattacharyya, Tulika Dutta, Sandip Dey |
| 2019 | Tencon | A Novel Qutrit Based Quantum Ant Colony Optimization for Multi-level Thresholding. | Siddhartha Bhattacharyya, Sandip Dey, Debanjan Konar |
| 2019 | Tencon | Opti-QIBDS Net: A Quantum-Inspired Optimized Bi-Directional Self-supervised Neural Network Architecture for Automatic Brain MR Image Segmentation. | Debanjan Konar, Siddhartha Bhattacharyya, Sandip Dey, Bijaya Ketan Panigrahi |
| 2018 | AAAI | Large Scale Online Brand Networks to Study Brand Effects. | Pankhuri Malhotra, Siddhartha Bhattacharyya |
| 2018 | AAAI | Inferring Brand Knowledge from Online Consumer Associative Brand Networks. | Minghong Xu, Siddhartha Bhattacharyya |
| 2011 | ICDM | Confidence in Predictions from Random Tree Ensembles. | Siddhartha Bhattacharyya |
| 2000 | GECCO | Crossover in Probability Spaces. | Siddhartha Bhattacharyya, Marvin D. Troutt |
| 2000 | KDD | Evolutionary algorithms in data mining: multi-objective performance modeling for direct marketing. | Siddhartha Bhattacharyya |
| 1999 | CEC | Combining rules learnt using genetic algorithms for financial forecasting. | Kumar Mehta, Siddhartha Bhattacharyya |
| 1998 | KDD | Direct Marketing Response Models Using Genetic Algorithms. | Siddhartha Bhattacharyya |