Penny Chong

About Penny Chong

Penny Chong, With an exceptional h-index of 7 and a recent h-index of 6 (since 2020), a distinguished researcher at Singapore University of Technology and Design, specializes in the field of Machine Learning, Deep Learning, Explainable AI, Outlier Detection.

His recent articles reflect a diverse array of research interests and contributions to the field:

Efficiently Distilling LLMs for Edge Applications

Multimodal Deep Learning with Boosted Trees for Edge Inference

Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples

Towards Scalable and Unified Example-based Explanation and Outlier Detection

Simple and effective prevention of mode collapse in deep one-class classification

Detection of Adversarial Supports in Few-shot Classifiers Using Self-Similarity and Filtering

Penny Chong Information

University

Position

___

Citations(all)

191

Citations(since 2020)

181

Cited By

50

hIndex(all)

7

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Singapore University of Technology and Design

Google Scholar

View Google Scholar Profile

Penny Chong Skills & Research Interests

Machine Learning

Deep Learning

Explainable AI

Outlier Detection

Top articles of Penny Chong

Title

Journal

Author(s)

Publication Date

Efficiently Distilling LLMs for Edge Applications

arXiv preprint arXiv:2404.01353

Achintya Kundu

Fabian Lim

Aaron Chew

Laura Wynter

Penny Chong

...

2024/4/1

Multimodal Deep Learning with Boosted Trees for Edge Inference

Penny Chong

Laura Wynter

Bharathi Chaudhury

2023/12/4

Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples

arXiv preprint arXiv:2110.12357

Yi Xiang Marcus Tan

Penny Chong

Jiamei Sun

Ngai-Man Cheung

Yuval Elovici

...

2021/10/24

Towards Scalable and Unified Example-based Explanation and Outlier Detection

arXiv preprint arXiv:2011.05577

Penny Chong

Ngai-Man Cheung

Yuval Elovici

Alexander Binder

2020/11/11

Simple and effective prevention of mode collapse in deep one-class classification

Penny Chong

Lukas Ruff

Marius Kloft

Alexander Binder

2020/7

Detection of Adversarial Supports in Few-shot Classifiers Using Self-Similarity and Filtering

arXiv preprint arXiv:2012.06330

Yi Xiang Marcus Tan

Penny Chong

Jiamei Sun

Ngai-Man Cheung

Yuval Elovici

...

2020/12/9

See List of Professors in Penny Chong University(Singapore University of Technology and Design)