researcher

Hongyang Zhang

University of Waterloo

54 papers hereh-index 316.6k citations98 works total

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

author position

first author9
middle author18
last author23

Across the 50 of 54 papers where every author was matched, so the position is known.

fields

affiliations

University of Waterloo
Vector Institute for AI

Homepage

same name

Hongyang Zhang — 9 papers, h 7
Hongyang Zhang — 5 papers, h 7
Hongyang Zhang — 3 papers, h 2
Hongyang Zhang — 3 papers, h 0
Hongyang Zhang — 3 papers, h 3
Hongyang Zhang — 3 papers, h 3

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

20132023

most citedTheoretically Principled Trade-off between Robustness and Accuracy

921 citations · 1.4k across the 54 of their papers we have counts for

collaborators

Showing 2021 · cs.LGShow all

2 papers · 2 filters

cs.LG2021★ 11 cited

Improved Regularization and Robustness for Fine-tuning in Neural Networks

Dongyue Li, Hongyang R. Zhang

A widely used algorithm for transfer learning is fine-tuning, where a pre-trained model is fine-tuned on a target task with a small amount of labeled data. When the capacity of the…

cs.LG2021★ 6 cited

Self-Adaptive Training: Bridging Supervised and Self-Supervised Learning

Lang Huang, Chao Zhang, Hongyang Zhang

We propose self-adaptive training -- a unified training algorithm that dynamically calibrates and enhances training processes by model predictions without incurring an extra comput…