Yuan Xie

TL;DR: A novel sampling-based method with better accuracy and low costs compared to the existing sampling- based method, which predicts the compression ratio of SpGEMM and the predicted output structure is obtained by dividing the FLOP per output row by the predicted compression ratio.

TL;DR: Three-dimensional integrated circuits (3D ICs) are the IC chips with multiple device layers stacked together with various vertical interconnect technologies that could be connected with wire-bonding, through-silicon-vias, microbump, or even inductive/capacitive contact.

TL;DR: This work designs S-IBP and S-CROWN that tackle the non-linear functions in SNNs’ neuron modeling, and formalizes the boundaries for both digital and spike inputs, and demonstrates the efficiency of the proposed robust training method in different datasets and model architectures.

TL;DR: In this article, an optimization convolutive blind source separation algorithm utilizing independent vector analysis is proposed for separation of the heart sound mixtures, where a denoising approach is firstly used to reduce the impact of the additive white Gaussian noise, and then the mixing signals in time domain are transmitted into the frequency domain.

TL;DR: Deeper remission and longer duration and led to favorable survival outcome for patients with relapsed or refractory classical Hodgkin lymphoma who achieved remission during ICIs treatment.