MARCH 29, 2023 Conference Paper VWC-BERT: Scaling Vulnerability–Weakness–Exploit Mapping on Modern AI Accelerators ( Read More )
MARCH 29, 2023 Conference Paper Towards Precision-Aware Fault Tolerance Approaches for Mixed-Precision Applications ( Read More )
MARCH 23, 2023 Conference Paper Towards On-Chip Learning for Low Latency Reasoning with End-to-End Synthesis ( Read More )
MARCH 22, 2023 Journal Article Codesign for Extreme Heterogeneity: Integrating Custom Hardware with Commodity Computing Technology to Support Next-Generation HPC Converged Workloads ( Read More )
MARCH 2, 2023 Journal Article Structural Inference of Networked Dynamical Systems with Universal Differential Equations ( Read More )
FEBRUARY 28, 2023 Conference Paper HBMax: Optimizing Memory Efficiency for Parallel Influence Maximization on Multicore Architectures ( Read More )
FEBRUARY 24, 2023 Conference Paper MLIR loop optimizations for High-Level Synthesis: a case study ( Read More )
FEBRUARY 24, 2023 Conference Paper MARS: Malleable Actor-Critic Reinforcement Learning Scheduler ( Read More )
FEBRUARY 18, 2023 Journal Article ambrosia: An R package for calculating and analyzing food demand that is responsive to changing incomes and prices ( Read More )
FEBRUARY 17, 2023 Conference Paper QuYBE - An Algebraic Compiler for Quantum Circuit Compression ( Read More )
FEBRUARY 17, 2023 Conference Paper QuCNN : A Quantum Convolutional Neural Network with Entanglement Based Backpropagation ( Read More )
FEBRUARY 15, 2023 Journal Article Machine-learning-based spectral methods for partial differential equations ( Read More )
FEBRUARY 15, 2023 Journal Article Multistep and continuous physics-informed neural network methods for learning governing equations and constitutive relations ( Read More )
FEBRUARY 8, 2023 Conference Paper Towards Automatic Mapping of Vulnerabilities to Attack Patterns using Large Language Models ( Read More )
JANUARY 31, 2023 Journal Article A Geospatial Risk Analysis Graphical User Interface for Identifying Hazardous Chemicals Emission Sources ( Read More )
JANUARY 31, 2023 Conference Paper Deception-Based Cyber Attacks on Hierarchical Control Systems using Domain-Aware Koopman Learning ( Read More )
JANUARY 31, 2023 Report Enhancing Risk Analysis of Accidental Release Using CFD Modeling and Machine Learning ( Read More )
JANUARY 20, 2023 Conference Paper An MLIR-based Compiler Flow for System-Level Design and Hardware Acceleration ( Read More )
JANUARY 20, 2023 Journal Article Models and Methods for Sparse (Hyper) Network Science in Business, Industry, and Government ( Read More )