Naveen Vedula

Most-cited papers

Auto-Split: A General Framework of Collaborative Edge-Cloud AI
Amin Banitalebi-Dehkordi, Naveen Vedula, J. Pei, Fei Xia +2 more
2021Knowledge Discovery and Data Mining133 citations Open access
Semantic Scholar
Constraint-Aware Deep Neural Network Compression
Changan Chen, Frederick Tung, Naveen Vedula, Greg Mori
2018European Conference on Computer Vision76 citations
Semantic Scholar
Fusion: Design tradeoffs in coherent cache hierarchies for accelerators
Snehasish Kumar, Arrvindh Shriraman, Naveen Vedula
2015International Symposium on Computer Architecture34 citations
Semantic Scholar
DASX: Hardware Accelerator for Software Data Structures
Snehasish Kumar, Naveen Vedula, Arrvindh Shriraman, Vijayalakshmi Srinivasan
2015International Conference on Supercomputing19 citations
Semantic Scholar
NACHOS: Software-Driven Hardware-Assisted Memory Disambiguation for Accelerators
Naveen Vedula, Arrvindh Shriraman, Snehasish Kumar, Nick Sumner
2018International Symposium on High-Performance Computer Architecture9 citations
Semantic Scholar
Deepframe: A Profile-Driven Compiler for Spatial Hardware Accelerators
Apala Guha, Naveen Vedula, Arrvindh Shriraman
2019International Conference on Parallel Architectures and Compilation Techniques5 citations
Semantic Scholar
X-Layer: Building Composable Pipelined Dataflows for Low-Rank Convolutions
Naveen Vedula, Reza Hojabr, A. Khonsari, Arrvindh Shriraman
2021International Conference on Parallel Architectures and Compilation Techniques3 citations
Semantic Scholar
Leveraging Compiler Alias Analysis To Free Accelerators from Load-Store Queues
Naveen Vedula
20160 citations
Semantic Scholar