13 citations · 20 across the 9 of their papers we have counts for
4 papers · 1 filter
POViT: Vision Transformer for Multi-objective Design and Characterization of Nanophotonic Devices
Xinyu Chen, Renjie Li, Yueyao Yu +4
We solve a fundamental challenge in semiconductor IC design: the fast and accurate characterization of nanoscale photonic devices. Much like the fusion between AI and EDA, many eff…
Binary Random Projections with Controllable Sparsity Patterns
Wenye Li, Shuzhong Zhang
Random projection is often used to project higher-dimensional vectors onto a lower-dimensional space, while approximately preserving their pairwise distances. It has emerged as a p…
Modeling Winner-Take-All Competition in Sparse Binary Projections
Wenye Li
Inspired by the advances in biological science, the study of sparse binary projection models has attracted considerable recent research attention. The models project dense input sa…
AuxBlocks: Defense Adversarial Example via Auxiliary Blocks
Yueyao Yu, Pengfei Yu, Wenye Li
Deep learning models are vulnerable to adversarial examples, which poses an indisputable threat to their applications. However, recent studies observe gradient-masking defenses are…