APRIL 25, 2025 Conference Paper DaYu: Optimizing Distributed Scientific Workflows by Decoding Dataflow Semantics and Dynamics ( Read More )
APRIL 23, 2025 Journal Article A spatially-resolved model of neutron-irradiated Tungsten coupling Stochastic Cluster Dynamics and Finite Deformation Plasticity ( Read More )
APRIL 4, 2025 Conference Paper Accelerating GNNs on GPU Sparse Tensor Cores through N:M Sparsity-Oriented Graph Reordering ( Read More )
APRIL 4, 2025 Conference Paper ATTNChecker: Highly-Optimized Fault Tolerant Attention for Large Language Model Training ( Read More )
APRIL 3, 2025 Conference Paper Unlocking Scholarly Insights: Leveraging Machine Learning Approaches for Citation Analysis and Intent Classification ( Read More )
APRIL 3, 2025 Conference Paper ChemComp: A Compilation Framework for Computing with Chemical Reaction Networks ( Read More )
APRIL 3, 2025 Conference Paper Nature-GL: A Revolutionary Learning Paradigm Unleashing Nature’s Power in Real-World Spatial-Temporal Graph Learning ( Read More )
MARCH 28, 2025 Conference Paper FTTN: Feature-Targeted Testing for Numerical Properties of NVIDIA & AMD Matrix Accelerators ( Read More )
MARCH 7, 2025 Journal Article Introducing Molecular Hypernetworks for Discovery in Multidimensional Metabolomics Data ( Read More )
MARCH 6, 2025 Journal Article Electronic structure simulations in the cloud computing environment ( Read More )
MARCH 5, 2025 Conference Paper Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach ( Read More )
MARCH 5, 2025 Conference Paper An Efficient Checkpointing System for Large Machine Learning Model Training ( Read More )
FEBRUARY 14, 2025 Journal Article ARQUIN : Architectures for Multinode Superconducting Quantum Computers ( Read More )
FEBRUARY 11, 2025 Journal Article Analyzing Inference Workloads for Spatiotemporal Modeling ( Read More )
JANUARY 30, 2025 Journal Article A Tri-Level Optimization Model for Interdependent Infrastructure Network Resilience Against Compound Hazard Events ( Read More )
JANUARY 8, 2025 Conference Paper Bridging the Gap Between LLMs and LNS with Dynamic Data Format and Architecture Codesign ( Read More )
JANUARY 7, 2025 Conference Paper Studying CPU and memory utilization of applications on Fujitsu A64FX and Nvidia Grace Superchip ( Read More )