SEPTEMBER 17, 2024 Conference Paper OPER: Optimality-Guided Embedding Table Parallelization for Large-scale Recommendation Model ( Read More )
AUGUST 14, 2024 Journal Article A Stress-Induced Source of Phonon Bursts and Quasiparticle Poisoning ( Read More )
AUGUST 7, 2024 Conference Paper Red-QAOA: Efficient Variational Optimization through Circuit Reduction ( Read More )
AUGUST 6, 2024 Conference Paper Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing ( Read More )
AUGUST 6, 2024 Conference Paper FuseIM: Fusing Probabilistic Traversals for Influence Maximization on Exascale Systems ( Read More )
AUGUST 6, 2024 Conference Paper Evaluating Emerging AI/ML Accelerators: IPU, RDU, and and NVIDIA/AMD GPUs ( Read More )
AUGUST 6, 2024 Conference Paper DS-GL: Advancing Graph Learning via Harnessing the Power of Nature within Dynamic Systems ( Read More )
AUGUST 2, 2024 Journal Article Accelerating Computational Materials Discovery with Machine Learning and Cloud High-Performance Computing: from Large-Scale Screening to Experimental Validation ( Read More )
AUGUST 2, 2024 Journal Article Qutrit Circuits and Algebraic Relations: A Pathway to Efficient Spin-1 Hamiltonian Simulation ( Read More )
AUGUST 1, 2024 Conference Paper AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators ( Read More )
JULY 26, 2024 Conference Paper QuComm: Optimizing Collective Communication for Distributed Quantum Computing ( Read More )
JULY 26, 2024 Conference Paper Automatic Code Generation for High-Performance Graph Algorithms ( Read More )
JULY 26, 2024 Conference Paper Finding Your Niche: An Evolutionary Approach to HPC Topologies ( Read More )
JULY 26, 2024 Conference Paper HetArch: Heterogeneous Microarchitectures for Superconducting Quantum Systems ( Read More )
JULY 26, 2024 Journal Article Integrating Subsystem Embedding Subalgebras and Coupled Cluster Green's Function: A Theoretical Foundation for Quantum Embedding in Excitation Manifold ( Read More )
JULY 26, 2024 Journal Article Creation of color centers in diamond by recoil implantation through dielectric films ( Read More )
JULY 26, 2024 Conference Paper VISILIENCE: An Interactive Visualization Framework for Resilience Analysis using Control-Flow Graph ( Read More )