| 2024 | SPAA | Minimum Cost Loop Nests for Contraction of a Sparse Tensor with a Tensor Network. | Raghavendra Kanakagiri, Edgar Solomonik |
| 2023 | ASPLOS | Accelerating Sparse Data Orchestration via Dynamic Reflexive Tiling. | Toluwanimi O. Odemuyiwa, Hadi Asghari Moghaddam, Michael Pellauer, Kartik Hegde, Po-An Tsai, Neal Clayton Crago, Aamer Jaleel, John D. Owens, Edgar Solomonik, Joel S. Emer, Christopher W. Fletcher |
| 2023 | EuroPar | Optimizing Distributed Tensor Contractions Using Node-Aware Processor Grids. | Andreas Irmler, Raghavendra Kanakagiri, Sebastian T. Ohlmann, Edgar Solomonik, Andreas Grneis |
| 2023 | SC | Application Performance Modeling via Tensor Completion. | Edward Hutter, Edgar Solomonik |
| 2023 | SPAA | Optimal Round and Sample-Size Complexity for Partitioning in Parallel Sorting. | Wentao Yang, Vipul Harsh, Edgar Solomonik |
| 2021 | KDD | MTC: Multiresolution Tensor Completion from Partial and Coarse Observations. | Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun |
| 2020 | SC | Distributed-memory DMRG via sparse and dense parallel tensor contractions. | Ryan Levy, Edgar Solomonik, Bryan K. Clark |
| 2020 | SC | Efficient 2D tensor network simulation of quantum systems. | Yuchen Pang, Tianyi Hao, Annika Dugad, Yiqing Zhou, Edgar Solomonik |
| 2019 | MICRO | ExTensor: An Accelerator for Sparse Tensor Algebra. | Kartik Hegde, Hadi Asghari Moghaddam, Michael Pellauer, Neal Clayton Crago, Aamer Jaleel, Edgar Solomonik, Joel S. Emer, Christopher W. Fletcher |
| 2019 | SPAA | Histogram Sort with Sampling. | Vipul Harsh, Laxmikant V. Kal, Edgar Solomonik |
| 2017 | HPDC | To Push or To Pull: On Reducing Communication and Synchronization in Graph Computations. | Maciej Besta, Michal Podstawski, Linus Groner, Edgar Solomonik, Torsten Hoefler |
| 2017 | SC | Scaling betweenness centrality using communication-efficient sparse matrix multiplication. | Edgar Solomonik, Maciej Besta, Flavio Vella, Torsten Hoefler |
| 2017 | SPAA | A Communication-Avoiding Parallel Algorithm for the Symmetric Eigenvalue Problem. | Edgar Solomonik, Grey Ballard, James Demmel, Torsten Hoefler |
| 2014 | SPAA | Tradeoffs between synchronization, communication, and computation in parallel linear algebra computations. | Edgar Solomonik, Erin Carson, Nicholas Knight, James Demmel |
| 2012 | SC | Communication avoiding and overlapping for numerical linear algebra. | Evangelos Georganas, Jorge Gonzlez-Domnguez, Edgar Solomonik, Yili Zheng, Juan Tourio, Katherine A. Yelick |
| 2011 | EuroPar | Communication-Optimal Parallel 2.5D Matrix Multiplication and LU Factorization Algorithms. | Edgar Solomonik, James Demmel |
| 2011 | SC | Improving communication performance in dense linear algebra via topology aware collectives. | Edgar Solomonik, Abhinav Bhatele, James Demmel |