Rajamanickam, Sivasankaran
- Do AI Models Perform Human-like Abstract Reasoning Across Modalities?
2025/10/02 by Claas Beger, Ryan Yi, Beger, Claas +12 · 3 voices · 2 citations
#cs.AI #cs.CL
- Basker: A Threaded Sparse LU Factorization Utilizing Hierarchical Parallelism and Data Layouts
2016/01/21 by Booth, Joshua Dennis, Rajamanickam, Sivasankaran, Thornquist, Heidi K. · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Multi-threaded Sparse Matrix-Matrix Multiplication for Many-Core and GPU\n Architectures
2018/01/09 by Mehmet Deveci, Deveci, Mehmet, Christian Robert Trott +3 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Kokkos Kernels: Performance Portable Sparse/Dense Linear Algebra and Graph Kernels
2021/03/22 by Sivasankaran Rajamanickam, Rajamanickam, Sivasankaran, Seher Acer +17 · 3 citations
Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Low-power high-performance VLSI design #Error Correcting Code Techniques
- A Block-Based Triangle Counting Algorithm on Heterogeneous Environments
2020/09/25 by Yaşar, Abdurrahman, Rajamanickam, Sivasankaran, Berry, Jonathan +1 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Two-Stage Gauss--Seidel Preconditioners and Smoothers for Krylov Solvers on a GPU cluster
2021/04/02 by Berger-Vergiat, Luc, Kelley, Brian, Rajamanickam, Sivasankaran +5 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Mathematical Software (cs.MS) #Numerical Analysis (math.NA)
- Sphynx: a parallel multi-GPU graph partitioner for distributed-memory systems
2021/05/02 by Seher Acer, Acer, Seher, Erik G. Boman +5 · 1 citation
Computer Science · #68W10 #Caching and Content Delivery #Discrete Mathematics (cs.DM) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Mathematical Software (cs.MS) #Network Packet Processing and Optimization #Parallel #and Cluster Computing (cs.DC)
- How Robust Are Graph Neural Networks to Structural Noise?
2019/12/21 by James Fox, Fox, James, Sivasankaran Rajamanickam +1 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- Extending Sparse Tensor Accelerators to Support Multiple Compression Formats
2021/03/18 by Qin, Eric, Jeong, Geonhwa, Won, William +7 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication
2021/06/19 by Moon, Gordon E., Kwon, Hyoukjun, Jeong, Geonhwa +3 · 1 citation
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)
- Experimental Evaluation of Multiprecision Strategies for GMRES on GPUs
2021/05/16 by Loe, Jennifer A., Glusa, Christian A., Yamazaki, Ichitaro +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Mathematical Software (cs.MS) #Numerical Analysis (math.NA)
- Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators
2021/09/15 by Jeong, Geonhwa, Kestor, Gokcen, Chatarasi, Prasanth +5 · 1 citation
#Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- PGAbB: A Block-Based Graph Processing Framework for Heterogeneous Platforms
2022/09/09 by Abdurrahman Yaşar, Sivasankaran Rajamanickam, Yasar, Abdurrahman +5 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Jet: Multilevel Graph Partitioning on Graphics Processing Units
2023/04/25 by Gilbert, Michael S., Madduri, Kamesh, Boman, Erik G. +1 · 1 citation
#Discrete Mathematics (cs.DM) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)