FEBRUARY 15, 2024 Conference Paper Autonomous Cyber Defense Against Dynamic Multi-strategy Infrastructural DDoS Attacks ( Read More )
FEBRUARY 15, 2024 Journal Article Novel Principal Component Analysis Tool based on Python for Analysis of Complex Spectra of Time-of-Flight Secondary Ion Mass Spectrometry ( Read More )
NOVEMBER 4, 2023 Conference Paper FLASH: FPGA-Accelerated Smart Switches with GCN Case Study ( Read More )
NOVEMBER 4, 2023 Conference Paper Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning ( Read More )
OCTOBER 27, 2023 Conference Paper BitGNN: Unlocking the Performance Potential of Binary Graph Neural Networks on GPUs ( Read More )
OCTOBER 13, 2023 Journal Article Disaster Risk and Artificial Intelligence: A Framework to Characterize Conceptual Synergies and Future Opportunities ( Read More )
OCTOBER 13, 2023 Conference Paper A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks ( Read More )
SEPTEMBER 16, 2023 Conference Paper A General Spatiotemporal Imputation Framework for Missing Sensor Data ( Read More )
JULY 12, 2023 Journal Article COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms ( Read More )
JULY 11, 2023 Journal Article Dynamic Network Analysis of Nuclear Science Literature for Research Influence Assessment ( Read More )
JULY 11, 2023 Conference Paper FPGA Acceleration of GCN in Light of the Symmetry of Graph Adjacency Matrix ( Read More )
JULY 8, 2023 Conference Paper AMG Preconditioners based on parallel hybrid coarsening and multi-objective graph matching ( Read More )
JULY 5, 2023 Report Machine learning approaches to streamline and enhance the analysis of multiscale imaging data for bioaerosol and soil particles ( Read More )
JUNE 14, 2023 Report DeepCare: Improving Patient Care using Deep Learning on Electronic Health Records ( Read More )
JUNE 14, 2023 Report Deep Learning At Depth: Estimating subsurface parameters from geophysical monitoring data. ( Read More )
APRIL 11, 2023 Conference Paper H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture ( Read More )
APRIL 11, 2023 Journal Article Accelerating Matrix-Centric Graph Processing on GPUs through Bit-Level Optimizations ( Read More )
APRIL 1, 2023 Conference Paper A Framework for Neural Network Inference on FPGA-Centric SmartNICs ( Read More )