| 2026 | STOC | Online Combinatorial Optimization with Graphical Dependencies. | Zhimeng Gao, Evangelia Gergatsouli, Kalen Patton, Sahil Singla |
| 2026 | STOC | Secretary, Prophet, and Stochastic Probing via Big-Decisions-First. | Aviad Rubinstein, Sahil Singla |
| 2025 | CVPR | Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation. | Xiaoying Xing, Avinab Saha, Junfeng He, Susan Hao, Paul Vicol, Moonkyung Ryu, Gang Li, Sahil Singla, Sarah Young, Yinxiao Li, Feng Yang, Deepak Ramachandran |
| 2025 | FOCS | Integral Online Algorithms for Set Cover and Load Balancing with Convex Objectives. | Thomas Kesselheim, Marco Molinaro, Kalen Patton, Sahil Singla |
| 2025 | ICML | Improved and Oracle-Efficient Online ℓ1-Multicalibration. | Rohan Ghuge, Vidya Muthukumar, Sahil Singla |
| 2025 | STOC | Single-Sample and Robust Online Resource Allocation. | Rohan Ghuge, Sahil Singla, Yifan Wang |
| 2024 | AIES | Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation. | Katherine M. Collins, Najoung Kim, Yonatan Bitton, Verena Rieser, Shayegan Omidshafiei, Yushi Hu, Sherol Chen, Senjuti Dutta, Minsuk Chang, Kimin Lee, Youwei Liang, Georgina Evans, Sahil Singla, Gang Li, Adrian Weller, Junfeng He, Deepak Ramachandran, Krishnamurthy Dj Dvijotham |
| 2024 | CVPR | Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data. | Tarun Kalluri, Jihyeon Lee, Kihyuk Sohn, Sahil Singla, Manmohan Chandraker, Joseph Xu, Jeremiah Z. Liu |
| 2024 | FOCS | Online Combinatorial Allocations and Auctions with Few Samples. | Paul Dtting, Thomas Kesselheim, Brendan Lucier, Rebecca Reiffenhuser, Sahil Singla |
| 2024 | WACV | Data-Centric Debugging: mitigating model failures via targeted image retrieval. | Sahil Singla, Atoosa Malemir Chegini, Mazda Moayeri, Soheil Feizi |
| 2024 | SODA | Bandit Algorithms for Prophet Inequality and Pandora's Box. | Khashayar Gatmiry, Thomas Kesselheim, Sahil Singla, Yifan Wang |
| 2024 | STOC | Supermodular Approximation of Norms and Applications. | Thomas Kesselheim, Marco Molinaro, Sahil Singla |
| 2023 | SODA | Online and Bandit Algorithms Beyond ℓ | Thomas Kesselheim, Marco Molinaro, Sahil Singla |
| 2022 | ICALP | Smoothed Analysis of the Komls Conjecture. | Nikhil Bansal, Haotian Jiang, Raghu Meka, Sahil Singla, Makrand Sinha |
| 2022 | ICLR | Salient ImageNet: How to discover spurious features in Deep Learning? | Sahil Singla, Soheil Feizi |
| 2022 | ICLR | Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100. | Sahil Singla, Surbhi Singla, Soheil Feizi |
| 2022 | SODA | Robust Secretary and Prophet Algorithms for Packing Integer Programs. | C. J. Argue, Anupam Gupta, Marco Molinaro, Sahil Singla |
| 2022 | SODA | Online Discrepancy with Recourse for Vectors and Graphs. | Anupam Gupta, Vijaykrishna Gurunathan, Ravishankar Krishnaswamy, Amit Kumar, Sahil Singla |
| 2021 | CVPR | Understanding Failures of Deep Networks via Robust Feature Extraction. | Sahil Singla, Besmira Nushi, Shital Shah, Ece Kamar, Eric Horvitz |
| 2021 | ICCV | Low Curvature Activations Reduce Overfitting in Adversarial Training. | Vasu Singla, Sahil Singla, Soheil Feizi, David Jacobs |
| 2021 | ICLR | Fantastic Four: Differentiable and Efficient Bounds on Singular Values of Convolution Layers. | Sahil Singla, Soheil Feizi |
| 2021 | ICLR | Perceptual Adversarial Robustness: Defense Against Unseen Threat Models. | Cassidy Laidlaw, Sahil Singla, Soheil Feizi |
| 2021 | ICML | Skew Orthogonal Convolutions. | Sahil Singla, Soheil Feizi |
| 2021 | SODA | Improved Truthful Mechanisms for Subadditive Combinatorial Auctions: Breaking the Logarithmic Barrier. | Sepehr Assadi, Thomas Kesselheim, Sahil Singla |
| 2021 | SODA | Online Discrepancy Minimization for Stochastic Arrivals. | Nikhil Bansal, Haotian Jiang, Raghu Meka, Sahil Singla, Makrand Sinha |
| 2020 | COLT | Online Learning with Vector Costs and Bandits with Knapsacks. | Thomas Kesselheim, Sahil Singla |
| 2020 | GLOBECOM | Blockchain-based Efficient Energy Trading Scheme for Smart-Grid Systems. | Sahil Singla, Amit Dua, Neeraj Kumar, Sudeep Tanwar |
| 2020 | ICML | Second-Order Provable Defenses against Adversarial Attacks. | Sahil Singla, Soheil Feizi |
| 2020 | STOC | Online vector balancing and geometric discrepancy. | Nikhil Bansal, Haotian Jiang, Sahil Singla, Makrand Sinha |
| 2019 | FOCS | Improved Truthful Mechanisms for Combinatorial Auctions with Submodular Bidders. | Sepehr Assadi, Sahil Singla |
| 2019 | FOCS | Faster Matroid Intersection. | Deeparnab Chakrabarty, Yin Tat Lee, Aaron Sidford, Sahil Singla, Sam Chiu-wai Wong |
| 2019 | FOCS | Approximation Schemes for a Unit-Demand Buyer with Independent Items via Symmetries. | Pravesh Kothari, Sahil Singla, Divyarthi Mohan, Ariel Schvartzman, S. Matthew Weinberg |
| 2019 | ICALP | Non-Clairvoyant Precedence Constrained Scheduling. | Naveen Garg, Anupam Gupta, Amit Kumar, Sahil Singla |
| 2019 | ICML | Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation. | Sahil Singla, Eric Wallace, Shi Feng, Soheil Feizi |
| 2019 | IPCO | The Markovian Price of Information. | Anupam Gupta, Haotian Jiang, Ziv Scully, Sahil Singla |
| 2018 | ESA | Optimal Online Contention Resolution Schemes via Ex-Ante Prophet Inequalities. | Euiwoong Lee, Sahil Singla |
| 2018 | SODA | Prophet Secretary for Combinatorial Auctions and Matroids. | Soheil Ehsani, MohammadTaghi Hajiaghayi, Thomas Kesselheim, Sahil Singla |
| 2018 | SODA | The Price of Information in Combinatorial Optimization. | Sahil Singla |
| 2017 | IPCO | Online Matroid Intersection: Beating Half for Random Arrival. | Guru Prashanth Guruganesh, Sahil Singla |
| 2017 | IPCO | Maximum Matching in the Online Batch-Arrival Model. | Euiwoong Lee, Sahil Singla |
| 2017 | SODA | Adaptivity Gaps for Stochastic Probing: Submodular and XOS Functions. | Anupam Gupta, Viswanath Nagarajan, Sahil Singla |
| 2017 | SODA | Combinatorial Prophet Inequalities. | Aviad Rubinstein, Sahil Singla |
| 2016 | SODA | Algorithms and Adaptivity Gaps for Stochastic Probing. | Anupam Gupta, Viswanath Nagarajan, Sahil Singla |
| 2014 | SIGMETRICS | Exact analysis of TTL cache networks: the case of caching policies driven by stopping times. | Daniel S. Berger, Philipp Gland, Sahil Singla, Florin Ciucu |
| 2013 | ICALP | On Integrality Ratios for Asymmetric TSP in the Sherali-Adams Hierarchy. | Joseph Cheriyan, Zhihan Gao, Konstantinos Georgiou, Sahil Singla |
| 2013 | SODA | Morphing Planar Graph Drawings with a Polynomial Number of Steps. | Soroush Alamdari, Patrizio Angelini, Timothy M. Chan, Giuseppe Di Battista, Fabrizio Frati, Anna Lubiw, Maurizio Patrignani, Vincenzo Roselli, Sahil Singla, Bryan T. Wilkinson |