| 2025 | ICLR | CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features. | Po-han Li, Sandeep P. Chinchali, Ufuk Topcu |
| 2025 | ICLR | Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval. | Mohammad Omama, Po-han Li, Sandeep P. Chinchali |
| 2025 | ICML | R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning. | Harsh Goel, Mohammad Omama, Behdad Chalaki, Vaishnav Tadiparthi, Ehsan Moradi-Pari, Sandeep P. Chinchali |
| 2024 | CoRL | Accelerating Visual Sparse-Reward Learning with Latent Nearest-Demonstration-Guided Explorations. | Ruihan Zhao, Ufuk Topcu, Sandeep P. Chinchali, Mariano Phielipp |
| 2024 | CoRL | Fleet Supervisor Allocation: A Submodular Maximization Approach. | Oguzhan Akcin, Ahmet Ege Tanriverdi, Kaan Kale, Sandeep P. Chinchali |
| 2024 | ICML | Time Weaver: A Conditional Time Series Generation Model. | Sai Shankar Narasimhan, Shubhankar Agarwal, Oguzhan Akcin, Sujay Sanghavi, Sandeep P. Chinchali |
| 2024 | Interspeech | SecureSpectra: Safeguarding Digital Identity from Deep Fake Threats via Intelligent Signatures. | Oguzhan Baser, Kaan Kale, Sandeep P. Chinchali |
| 2023 | CoRL | Fleet Active Learning: A Submodular Maximization Approach. | Oguzhan Akcin, Orhan Unuvar, Onat Ure, Sandeep P. Chinchali |
| 2023 | ICRA | Robust Forecasting for Robotic Control: A Game-Theoretic Approach. | Shubhankar Agarwal, David Fridovich-Keil, Sandeep P. Chinchali |
| 2022 | CoRL | Synthesizing Adversarial Visual Scenarios for Model-Based Robotic Control. | Shubhankar Agarwal, Sandeep P. Chinchali |
| 2022 | CoRL | Decentralized Data Collection for Robotic Fleet Learning: A Game-Theoretic Approach. | Oguzhan Akcin, Po-han Li, Shubhankar Agarwal, Sandeep P. Chinchali |
| 2021 | CoRL | Decentralized Sharing and Valuation of Fleet Robotic Data. | Yuchong Geng, Dongyue Zhang, Po-han Li, Oguzhan Akcin, Ao Tang, Sandeep P. Chinchali |
| 2018 | HOTNETS | Neural Networks Meet Physical Networks: Distributed Inference Between Edge Devices and the Cloud. | Sandeep P. Chinchali, Eyal Cidon, Evgenya Pergament, Tianshu Chu, Sachin Katti |
| 2017 | ISRR | Multi-objective Optimal Control for Proactive Decision Making with Temporal Logic Models. | Sandeep P. Chinchali, Scott C. Livingston, Marco Pavone |
| 2016 | ICRA | Simultaneous model identification and task satisfaction in the presence of temporal logic constraints. | Sandeep P. Chinchali, Scott C. Livingston, Marco Pavone, Joel W. Burdick |