 High Performance Unstructured SpMM Computation Using Tensor CoresInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2024 |
 Demystifying Higher-Order Graph Neural NetworksIEEE 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 |
 Sparse Hamming Graph: A Customizable Network-on-Chip TopologyDesign Automation Conference (DAC), 2022 |
 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 |
 Motif Prediction with Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2021 |
 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 |
 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 |
 Red-blue pebbling revisited: near optimal parallel matrix-matrix
multiplicationInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2019 |
 Optimal algebraic Breadth-First Search for sparse graphsACM Transactions on Knowledge Discovery from Data (TKDD), 2019 |
