Desai, Aditya
- Barbarians at the Gate: How AI is Upending Systems Research
2025/10/07 by Audrey Cheng, Shu Liu, Cheng, Audrey +32 · 4 voices · 10 citations
Social Sciences · #Ethics and Social Impacts of AI #cs.AI
- Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time
2023/05/26 by Zichang Liu, Aditya Desai, Liu, Zichang +13 · 44 citations
Computer Science · #Topic Modeling #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
- The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks
2025/02/12 by Alejandro Cuadron, Cuadron, Alejandro, Dacheng Li +28 · 38 citations
Social Sciences · #Experimental Behavioral Economics Studies
- Program Synthesis using Natural Language
2015/09/01 by Aditya Desai, Sumit Gulwani, Desai, Aditya +13 · 3 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
- HashAttention: Semantic Sparsity for Faster Inference
2024/12/19 by Aditya Desai, Shuo Yang, Desai, Aditya +9 · 5 citations
Computer Science · Medicine · #Cryptography and Data Security #Big Data and Digital Economy #COVID-19 diagnosis using AI
- Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix
2020/10/29 by Dai, Zhenwei, Desai, Aditya, Heckel, Reinhard +1 · 1 citation
#Computation (stat.CO) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Random Offset Block Embedding Array (ROBE) for CriteoTB Benchmark MLPerf\n DLRM Model : 1000\× Compression and 3.1\× Faster Inference
2021/08/04 by Aditya Desai, Li Der Chou, Desai, Aditya +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
- vCache: Verified Semantic Prompt Caching
2025/02/06 by Luis Gaspar Schroeder, Schroeder, Luis Gaspar, Aditya Desai +18 · 1 citation
Computer Science · #Caching and Content Delivery #Service-Oriented Architecture and Web Services #Cognitive Computing and Networks
- vAttention: Verified Sparse Attention
2025/10/07 by Aditya Desai, Kumar Krishna Agrawal, Desai, Aditya +13 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)