AUGUST 6, 2024 Conference Paper DS-GL: Advancing Graph Learning via Harnessing the Power of Nature within Dynamic Systems ( Read More )
AUGUST 6, 2024 Conference Paper Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing ( 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 1, 2024 Conference Paper AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators ( Read More )
JULY 31, 2024 Journal Article Rethinking Skip Connections in Spiking Neural Networks with Time-To-First-Spike Coding ( Read More )
JULY 26, 2024 Conference Paper Understanding the Inner-Workings of Language Models Through Representation Dissimilarity ( Read More )
JULY 26, 2024 Conference Paper Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design ( Read More )
JULY 26, 2024 Journal Article A multifidelity approach to continual learning for physical systems ( Read More )
JULY 26, 2024 Journal Article GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization ( Read More )
JULY 26, 2024 Journal Article A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity ( Read More )
JULY 26, 2024 Journal Article Development of a full-scale connected U-Net for reflectivity inpainting in spaceborne radar blind zones ( Read More )
APRIL 26, 2024 Conference Paper A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices ( Read More )
APRIL 26, 2024 Journal Article Weather Systems Connecting Modes of Climate Variability to Regional Hydroclimate Extremes ( Read More )
APRIL 20, 2024 Report Visualizing Uranium Crystallization from Melt: Experiment-Informed Phase Field Modeling and Machine Learning ( Read More )
APRIL 4, 2024 Journal Article Leveraging Artificial Intelligence to Expedite Antibody Design and Enhance Antibody-Antigen Interactions ( Read More )
APRIL 2, 2024 Journal Article Fine-tuning TrailMap: The utility of transfer learning to improve the performance of deep learning in axon segmentation of light-sheet microscopy images ( Read More )
MARCH 28, 2024 Conference Paper AutoReP: Automatic ReLU Replacement for Fast Private Network Inference ( Read More )
MARCH 15, 2024 Journal Article Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations ( Read More )