researcher

Hongyu Guo

National Research Council Canada

33 papers hereh-index 264k citations96 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

sole author5
first author8
middle author17
last author2

Across the 32 of 33 papers where every author was matched, so the position is known.

fields

affiliations

National Research Council Canada
University of Ottawa

Homepage

same name

Hongyu Guo — 6 papers, h 3
Hongyu Guo — 4 papers, h 5
Hongyu Guo — 4 papers, h 4
Hongyu Guo — 4 papers, h 3
Hongyu Guo — 3 papers, h 2
Hongyu Guo — 3 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20152023

most citedPre-training Molecular Graph Representation with 3D Geometry

160 citations · 659 across the 33 of their papers we have counts for

collaborators

Showing 2018Show all

2 papers · 1 filter

cs.LG2018★ 6 cited

MixUp as Locally Linear Out-Of-Manifold Regularization

Hongyu Guo, Yongyi Mao, Richong Zhang

MixUp is a recently proposed data-augmentation scheme, which linearly interpolates a random pair of training examples and correspondingly the one-hot representations of their label…

cs.LG2018

Aggregated Learning: A Deep Learning Framework Based on Information-Bottleneck Vector Quantization

Hongyu Guo, Yongyi Mao, Ali Al-Bashabsheh +1

Based on the notion of information bottleneck (IB), we formulate a quantization problem called "IB quantization". We show that IB quantization is equivalent to learning based on th…