Algorithm Development

Binary Neural Network for Improved Accuracy and Defense Against Bit-Flip Attacks

High Performance Computing Framework for Accelerating Sparse Cholesky Factorization on FPGAs

Memory Efficient, Multi-Domain On-Device Machine Learning

Systems and Algorithms for Few-Shot Node Classification on Graphs

Fast and Efficient Max/Min Searching in DRAM

Processing-In-Memory (PIM) Platform for mRNA Quantification

Optimizing Solar Power using Array Topology Reconfiguration and Deep Neural Network

Algorithm for Maximum Power Point Tracking through Load Management

Weight-Agnostic Federated Neural Architecture Search

Cyber Risk Loss Distribution of Hospital Infrastructure