Algorithm Development

PathSeeker: A Fast-Mapping Algorithm for CGRAs

Voltage Distribution Power System Modeling & Scheduling Software Tool

Adaptive Asymmetric Loss Function for Positive Unlabeled Learning

Systems and Algorithms for Few-Shot Node Classification on Graphs

Machine Learning Algorithm to Identify Macrostates & Design Microstates Consistent with Specific Macrostate

Dynamic and Efficient Hardware/Software Codesigns of Deep Learning Accelerators

Predict Enterprise Cyber Incidents by Social Network Analysis on Dark Web Forums

Single-Cycle Processing-in-SRAM Logic Circuit Design

Learning Sparse Features for Self-Supervised Learning with Contrastive Dual Gating

Temperature-Resilient RRAM-Based In-Memory Computing for DNN Inference