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Ariful Azad

Identifiers

  • name variant Ariful Azad 0.60 · backfill

Papers (44)

  1. FDN: Interpretable Spatiotemporal Forecasting with Future Decomposition Networks cs.LG · 2026 · author #2
  2. Sparsity-Aware Roofline Models for Sparse Matrix-Matrix Multiplication cs.DC · 2026 · author #4
  3. Shapley-Value-Based Graph Sparsification for GNN Inference cs.LG · 2025 · author #2
  4. DistShap: Scalable GNN Explanations with Distributed Shapley Values cs.LG · 2025 · author #3
  5. SparseTransX: Efficient Training of Translation-Based Knowledge Graph Embeddings Using Sparse Matrix Operations cs.LG · 2025 · author #2
  6. Publication Trends in Artificial Intelligence Conferences: The Rise of Super Prolific Authors cs.DL · 2024 · author #1
  7. Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication cs.DC · 2024 · author #6
  8. Parallel Algorithms for Median Consensus Clustering in Complex Networks cs.IR · 2024 · author #6
  9. iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations cs.LG · 2024 · author #4
  10. GNNShap: Scalable and Accurate GNN Explanation using Shapley Values cs.LG · 2024 · author #2
  11. A Scalable Method for Readable Tree Layouts cs.CG · 2023 · author #5
  12. Extreme-scale many-against-many protein similarity search cs.DC · 2023 · author #6
  13. Triple Sparsification of Graph Convolutional Networks without Sacrificing the Accuracy cs.LG · 2022 · author #2
  14. Graphical Games for UAV Swarm Control Under Time-Varying Communication Networks cs.RO · 2022 · author #3
  15. MarkovGNN: Graph Neural Networks on Markov Diffusion cs.LG · 2022 · author #3
  16. A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods cs.LG · 2021 · author #2
  17. Parallel Algorithms for Adding a Collection of Sparse Matrices cs.DC · 2021 · author #4
  18. Combinatorial BLAS 2.0: Scaling combinatorial algorithms on distributed-memory systems cs.DC · 2021 · author #1
  19. Inductive Predictions of Extreme Hydrologic Events in The Wabash River Watershed cs.LG · 2021 · author #4
  20. Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data cs.LG · 2021 · author #4
  21. Deep Learning with Heterogeneous Graph Embeddings for Mortality Prediction from Electronic Health Records cs.LG · 2020 · author #3
  22. FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks cs.LG · 2020 · author #3
  23. Communication-Avoiding and Memory-Constrained Sparse Matrix-Matrix Multiplication at Extreme Scale cs.DC · 2020 · author #4
  24. Distributed Many-to-Many Protein Sequence Alignment using Sparse Matrices cs.DC · 2020 · author #5
  25. SubGraph2Vec: Highly-Vectorized Tree-likeSubgraph Counting cs.DC · 2020 · author #3
  26. Force2Vec: Parallel force-directed graph embedding cs.SI · 2020 · author #3
  27. Attribute2vec: Deep Network Embedding Through Multi-Filtering GCN cs.LG · 2020 · author #3
  28. Bandwidth-Optimized Parallel Algorithms for Sparse Matrix-Matrix Multiplication using Propagation Blocking cs.DC · 2020 · author #4
  29. Optimizing High Performance Markov Clustering for Pre-Exascale Architectures cs.DC · 2020 · author #3
  30. BatchLayout: A Batch-Parallel Force-Directed Graph Layout Algorithm in Shared Memory cs.SI · 2020 · author #3
  31. The Parallelism Motifs of Genomic Data Analysis cs.DC · 2020 · author #4
  32. FastSV: A Distributed-Memory Connected Component Algorithm with Fast Convergence cs.DS · 2019 · author #2
  33. A GraphBLAS Approach for Subgraph Counting cs.DC · 2019 · author #3
  34. High-performance sparse matrix-matrix products on Intel KNL and multicore architectures cs.DC · 2018 · author #3
  35. A Distributed-Memory Algorithm for Computing a Heavy-Weight Perfect Matching on Bipartite Graphs cs.DC · 2018 · author #1
  36. Integrated Model, Batch and Domain Parallelism in Training Neural Networks cs.LG · 2017 · author #2
  37. Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation stat.ML · 2017 · author #3
  38. The Reverse Cuthill-McKee Algorithm in Distributed-Memory cs.DC · 2016 · author #1
  39. A work-efficient parallel sparse matrix-sparse vector multiplication algorithm cs.DC · 2016 · author #1
  40. Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication cs.DC · 2015 · author #1
  41. An Algorithmic Pipeline for Analyzing Multi-parametric Flow Cytometry Data q-bio.QM · 2015 · author #1
  42. Immunophenotypes of Acute Myeloid Leukemia From Flow Cytometry Data Using Templates q-bio.QM · 2014 · author #1
  43. Resampling Residuals on Phylogenetic Trees: Extended Results q-bio.PE · 2010 · author #2
  44. Resampling Residuals: Robust Estimators of Error and Fit for Evolutionary Trees and Phylogenomics q-bio.PE · 2009 · author #2

Mentions

  • 2507.20460 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2506.22668 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2502.16949 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2401.04829 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2412.07793 #1 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2408.11988 #6 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2408.11331 #6 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2403.14853 #4 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2305.09925 #5 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2303.01845 #6 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2208.03559 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2205.02203 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2202.02470 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1710.10769 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2112.10372 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2112.10223 #4 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2011.06391 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2106.14402 #1 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2104.14658 #4 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2104.02932 #4 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2012.14065 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2010.08526 #4 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2009.11665 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2009.14467 #5 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2009.10035 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1801.09809 #1 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2001.06989 #4 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2004.01375 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2002.11302 #4 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2002.10083 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2002.08233 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1910.05971 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1903.04395 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1804.01698 #3 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1712.04432 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1510.00844 #1 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1610.07902 #1 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1501.03461 #1 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1403.6358 #1 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1101.0020 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 0912.5288 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 2606.25201 #2 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1510.00844 #1 · backfill · confidence 0.70 Ariful Azad
  • 1610.08128 #1 · arxiv_oai · confidence 0.70 Ariful Azad
  • 1501.03461 #1 · backfill · confidence 0.70 Ariful Azad
  • 1403.6358 #1 · backfill · confidence 0.70 Ariful Azad
  • 1101.0020 #2 · backfill · confidence 0.70 Ariful Azad
  • 0912.5288 #2 · backfill · confidence 0.70 Ariful Azad

Frequent Coauthors