| 2026 | AAAI | Stabilizing Policy Gradient Methods via Reward Profiling. | Shihab Ahmed, El Houcine Bergou, Yue Wang, Aritra Dutta |
| 2026 | WACV | GAEA: A Geolocation Aware Conversational Assistant. | Ron Campos, Ashmal Vayani, Parth Parag Kulkarni, Rohit Gupta, Aizan Zafar, Aritra Dutta, Mubarak Shah |
| 2025 | EMNLP | NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks. | Aritra Dutta, Swapnanil Mukherjee, Deepanway Ghosal, Somak Aditya |
| 2024 | CVPR | Multiview Aerial Visual Recognition (MAVREC): Can Multi-View Improve Aerial Visual Perception? | Aritra Dutta, Srijan Das, Jacob Nielsen, Rajatsubhra Chakraborty, Mubarak Shah |
| 2024 | ECCV | Towards Multi-modal Transformers in Federated Learning. | Guangyu Sun, Matas Mendieta, Aritra Dutta, Xin Li, Chen Chen |
| 2021 | ICDCS | GRACE: A Compressed Communication Framework for Distributed Machine Learning. | Hang Xu, Chen-Yu Ho, Ahmed M. Abdelmoniem, Aritra Dutta, El Houcine Bergou, Konstantinos Karatsenidis, Marco Canini, Panos Kalnis |
| 2020 | AAAI | On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning. | Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Panos Kalnis |
| 2020 | CoNEXT | Huffman Coding Based Encoding Techniques for Fast Distributed Deep Learning. | Rishikesh R. Gajjala, Shashwat Banchhor, Ahmed M. Abdelmoniem, Aritra Dutta, Marco Canini, Panos Kalnis |
| 2019 | AAAI | A Nonconvex Projection Method for Robust PCA. | Aritra Dutta, Filip Hanzely, Peter Richtrik |
| 2019 | WACV | Online and Batch Supervised Background Estimation Via L1 Regression. | Aritra Dutta, Peter Richtrik |
| 2017 | MVA | A fast algorithm for a weighted low rank approximation. | Aritra Dutta, Xin Li |