Selected publications

When NPUs Are Not Always Faster: A Stage-Level Analysis of Mobile LLM Inference

MonarchGRU: A Low-Footprint Recurrent Neural Network for Audio Keyword Spotting

SHAP-AAD: DeepSHAP-Guided Channel Reduction for EEG Auditory Attention Detection

EvHand-FPV: Efficient Event-Based 3D Hand Tracking from First-Person View

People’s Choice Best Poster Award

FACET: Fast and Accurate Event-Based Eye Tracking Using Ellipse Modeling for Extended Reality

SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network

DeltaKWS: A 65nm 36nJ/Decision Bio-inspired Temporal-Sparsity-Aware Digital Keyword Spotting IC with 0.6V Near-Threshold SRAM

Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer

NSATC Best Paper Award — Honorable Mention

Four-class EEG Classification for Seizure Prediction and Detection Using a Lightweight CNN-LSTM