| 2025 | ICML | Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation. | Tianyi Zhang, Junda Su, Aditya Desai, Oscar Wu, Zhaozhuo Xu, Anshumali Shrivastava |
| 2025 | ICML | HashAttention: Semantic Sparsity for Faster Inference. | Aditya Desai, Shuo Yang, Alejandro Cuadron, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica |
| 2025 | KDD | IDentity with Locality: An Ideal Hash for Gene Sequence Search. | Tianyi Zhang, Gaurav Gupta, Aditya Desai, Anshumali Shrivastava |
| 2024 | ICLR | In defense of parameter sharing for model-compression. | Aditya Desai, Anshumali Shrivastava |
| 2023 | ICML | Hardware-Aware Compression with Random Operation Access Specific Tile (ROAST) Hashing. | Aditya Desai, Keren Zhou, Anshumali Shrivastava |
| 2021 | SIGMOD | Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix. | Zhenwei Dai, Aditya Desai, Reinhard Heckel, Anshumali Shrivastava |
| 2016 | ICSE | Program synthesis using natural language. | Aditya Desai, Sumit Gulwani, Vineet Hingorani, Nidhi Jain, Amey Karkare, Mark Marron, Sailesh R, Subhajit Roy |
| 2013 | APSEC | Facilitating Verification in Program Loops by Identification of Static Iteration Patterns. | Aditya Desai, Era Jain, Subhajit Roy |
| 2011 | PAKDD | DISC: Data-Intensive Similarity Measure for Categorical Data. | Aditya Desai, Himanshu Singh, Vikram Pudi |
| 2010 | DEXA | PAGER: Parameterless, Accurate, Generic, Efficient | Himanshu Singh, Aditya Desai, Vikram Pudi |
| 2010 | IC3K | SEAR - Scalable, Efficient, Accurate, Robust kNN-based Regression. | Aditya Desai, Himanshu Singh, Vikram Pudi |