 Demystifying Higher-Order Graph Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 Demystifying Chains, Trees, and Graphs of ThoughtsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 The Graph Database Interface: Scaling Online Transactional and
Analytical Graph Workloads to Hundreds of Thousands of CoresInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2023 |
 ProbGraph: High-Performance and High-Accuracy Graph Mining with
Probabilistic Set RepresentationsInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2022 |
 Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency
AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 |
 Asynchronous Distributed-Memory Triangle Counting and LCC with RMA
CachingIEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022 |
 GraphMineSuite: Enabling High-Performance and Programmable Graph Mining
Algorithms with Set AlgebraProceedings of the VLDB Endowment (PVLDB), 2021 |
 To Push or To Pull: On Reducing Communication and Synchronization in
Graph ComputationsIEEE International Symposium on High-Performance Parallel Distributed Computing (HPDC), 2017 |
 Log(Graph): A Near-Optimal High-Performance Graph RepresentationInternational Conference on Parallel Architectures and Compilation Techniques (PACT), 2018 |
 Substream-Centric Maximum Matchings on FPGAACM Transactions on Reconfigurable Technology and Systems (TRETS), 2020 |
 Slim NoC: A Low-Diameter On-Chip Network Topology for High Energy
Efficiency and ScalabilityInternational Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2018 |
 SlimSell: A Vectorizable Graph Representation for Breadth-First SearchIEEE International Parallel and Distributed Processing Symposium (IPDPS), 2017 |
 High-Performance Distributed RMA LocksIEEE International Symposium on High-Performance Parallel Distributed Computing (HPDC), 2016 |
 Evaluating the Cost of Atomic Operations on Modern ArchitecturesInternational Conference on Parallel Architectures and Compilation Techniques (PACT), 2015 |
 Accelerating Irregular Computations with Hardware Transactional Memory
and Active MessagesIEEE International Symposium on High-Performance Parallel Distributed Computing (HPDC), 2015 |
 Fault Tolerance for Remote Memory Access Programming ModelsIEEE International Symposium on High-Performance Parallel Distributed Computing (HPDC), 2014 |
 High-Performance Parallel Graph Coloring with Strong Guarantees on Work,
Depth, and QualityInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2020 |
 Practice of Streaming Processing of Dynamic Graphs: Concepts, Models,
and SystemsIEEE Transactions on Parallel and Distributed Systems (TPDS), 2019 |
 Slim Graph: Practical Lossy Graph Compression for Approximate Graph
Processing, Storage, and AnalyticsInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2019 |
 Active Access: A Mechanism for High-Performance Distributed Data-Centric
ComputationsInternational Conference on Supercomputing (ICS), 2015 |
 Red-blue pebbling revisited: near optimal parallel matrix-matrix
multiplicationInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2019 |
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