Xiao Wang Research Staff Scientist Contact WANGX2@ORNL.GOV All Publications ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability... Adaptive Patching for High-resolution Image Segmentation with Transformers autoGEMM: Pushing the Limits of Irregular Matrix Multiplication on Arm Architectures... Neural architecture search via similarity adaptive guidance Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis... Real-time High-resolution X-Ray Computed Tomography Optimizing Distributed Training on Frontier for Large Language Models High-performance data management for whole slide image analysis in digital pathology Efficient Distributed Sequence Parallelism for Transformer-Based Image Segmentation... Unsupervised Deep Learning Image Segmentation for DNA Double Strand Breaks and Nuclei in Fluorescence Microscopy Images Revisiting Temporal Blocking Stencil Optimizations PERKS: a Locality-Optimized Execution Model for Iterative Memory-bound GPU Applications Physics guided machine learning for multi-material decomposition of tissues from dual-energy CT scans of simulated breast models with calcifications Image Gradient Decomposition for Parallel and Memory-Efficient Ptychographic Reconstruction... Efficient Memory Storage and Linear Parallel Scaling for Large-Scale Electron Ptychography Automatic Generation of High-Performance Convolution Kernels on ARM CPUs for Deep Learning... Scalable FBP decomposition for cone-beam CT reconstruction Key Links Curriculum Vitae google scholar
