Shang-Tse Chen

Shang-Tse Chen

National Taiwan University

H-index: 13

Asia-Taiwan

About Shang-Tse Chen

Shang-Tse Chen, With an exceptional h-index of 13 and a recent h-index of 11 (since 2020), a distinguished researcher at National Taiwan University, specializes in the field of Machine Learning, Artificial Intelligence, Security, Algorithmic Game Theory, Data Science.

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

Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave Optimization

Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems

Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models

Annealing self-distillation rectification improves adversarial training

Position matters! empirical study of order effect in knowledge-grounded dialogue

Fair Robust Active Learning by Joint Inconsistency

QCRS: Improve Randomized Smoothing using Quasi-Concave Optimization

Enhancing targeted attack transferability via diversified weight pruning

Shang-Tse Chen Information

University

Position

Assistant Professor

Citations(all)

1387

Citations(since 2020)

1209

Cited By

659

hIndex(all)

13

hIndex(since 2020)

11

i10Index(all)

14

i10Index(since 2020)

12

Email

University Profile Page

National Taiwan University

Google Scholar

View Google Scholar Profile

Shang-Tse Chen Skills & Research Interests

Machine Learning

Artificial Intelligence

Security

Algorithmic Game Theory

Data Science

Top articles of Shang-Tse Chen

Title

Journal

Author(s)

Publication Date

Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave Optimization

Proceedings of the AAAI Conference on Artificial Intelligence

Bo-Han Kung

Shang-Tse Chen

2024/3/24

Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems

arXiv preprint arXiv:2311.06513

Hsuan Su

Rebecca Qian

Chinnadhurai Sankar

Shahin Shayandeh

Shang-Tse Chen

...

2023/11/11

Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models

arXiv preprint arXiv:2310.11079

Hsuan Su

Cheng-Chu Cheng

Hua Farn

Shachi H Kumar

Saurav Sahay

...

2023/10/17

Annealing self-distillation rectification improves adversarial training

arXiv preprint arXiv:2305.12118

Yu-Yu Wu

Hung-Jui Wang

Shang-Tse Chen

2023/5/20

Position matters! empirical study of order effect in knowledge-grounded dialogue

arXiv preprint arXiv:2302.05888

Hsuan Su

Shachi H Kumar

Sahisnu Mazumder

Wenda Chen

Ramesh Manuvinakurike

...

2023/2/12

Fair Robust Active Learning by Joint Inconsistency

Tsung-Han Wu

Hung-Ting Su

Shang-Tse Chen

Winston H Hsu

2023

QCRS: Improve Randomized Smoothing using Quasi-Concave Optimization

Bo-Han Kung

Shang-Tse Chen

2022/9/29

Enhancing targeted attack transferability via diversified weight pruning

arXiv preprint arXiv:2208.08677

Hung-Jui Wang

Yu-Yu Wu

Shang-Tse Chen

2022/8/18

Unmask: Adversarial detection and defense through robust feature alignment

Scott Freitas

Shang-Tse Chen

Zijie J Wang

Duen Horng Chau

2020/12/10

AI-infused Security: Robust Defense by Bridging Theory and Practice.

Shang-Tse Chen

2020

See List of Professors in Shang-Tse Chen University(National Taiwan University)

Co-Authors

H-index: 76
Cho-Jui Hsieh

Cho-Jui Hsieh

University of California, Los Angeles

H-index: 72
Chih-Jen Lin

Chih-Jen Lin

National Taiwan University

H-index: 53
Maria-Florina Balcan

Maria-Florina Balcan

Carnegie Mellon University

H-index: 47
Duen Horng Chau

Duen Horng Chau

Georgia Institute of Technology

H-index: 40
Rahul C. Basole

Rahul C. Basole

Georgia Institute of Technology

H-index: 34
Hsuan-Tien Lin

Hsuan-Tien Lin

National Taiwan University

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