Michael Pellauer

1. Flexagon: A Multi-Dataflow Sparse-Sparse Matrix Multiplication Accelerator for Efficient DNN Processing
   2023/01/25 by Francisco Muñoz-Martínez, Raveesh Garg, Muñoz-Martínez, Francisco +9 · 5 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
2. DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN Accelerators
   2022/01/26 by Sheng-Chun Kao, Kao, Sheng-Chun, Michael Pellauer +5 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques
3. TriCheck: Memory Model Verification at the Trisection of Software, Hardware, and ISA
   2016/08/26 by Caroline Trippel, Yatin A. Manerkar, Daniel Lustig +2 · 1 voice
   #cs.AR
4. Characterizing the Accuracy -- Efficiency Trade-off of Low-rank Decomposition in Language Models
   2024/05/10 by Chakshu Moar, Moar, Chakshu, Michael Pellauer +4 · 3 citations
   Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tensor decomposition and applications #Topic Modeling
5. UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight\n Repetition
   2018/04/17 by Kartik Hegde, Hegde, Kartik, Jiyong Yu +9 · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
6. The EDGE Language: Extended General Einsums for Graph Algorithms
   2024/04/17 by Toluwanimi O. Odemuyiwa, Odemuyiwa, Toluwanimi O., Porumbescu, Serban D. +10 · 5 citations
   Computer Science · #Distributed and Parallel Computing Systems #Graph Theory and Algorithms #Model-Driven Software Engineering Techniques #cs.DS #cs.PL
7. Campaign Diagrams: Visualizing the March Through the Phases of a Workload
   2026/07/16 by Toluwanimi O. Odemuyiwa, John D. Owens, Michael Pellauer +1 · 2 voices
   #cs.PF #cs.AR