Venmugil Elango
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Advanced Data Storage Technologies, Neural Networks and Applications, Topic Modeling, Multimodal Machine Learning Applications
Most-Cited Works
- → Diesel: DSL for linear algebra and neural net computations on GPUs(2018)45 cited
- → With Shared Microexponents, A Little Shifting Goes a Long Way(2023)38 cited
- → On Characterizing the Data Access Complexity of Programs(2014)27 cited
- → Distributed memory code generation for mixed Irregular/Regular computations(2015)24 cited
- → On characterizing the data movement complexity of computational DAGs for parallel execution(2014)24 cited
- → Spatial adaptive sampling in multiscale simulation(2014)24 cited
- → Accelerating Strassen-Winograd's matrix multiplication algorithm on GPUs(2013)21 cited
- → Beyond reuse distance analysis(2013)15 cited
- → Pase: Parallelization Strategies for Efficient DNN Training(2021)11 cited
- → Microscaling Data Formats for Deep Learning(2023)8 cited