Tsz-Him Cheung

Joined

August 2020

Names

Tsz-Him Cheung (Preferred)

Emails

****@connect.ust.hk (Confirmed)

Personal Links

Career & Education History

PhD student

The Hong Kong University of Science and Technology (ust.hk)

2019 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

data augmentation

,

automated data augmentation

Present

automated machine learning

Present

Publications

AutoGenDA: Automated Generative Data Augmentation for Imbalanced Classifications
Tsz-Him Cheung, Dit-Yan Yeung
- Submitted to ICLR 2025
- Readers: Everyone
ILA-DA: Improving Transferability of Intermediate Level Attack with Data Augmentation
Chiu Wai Yan, Tsz-Him Cheung, Dit-Yan Yeung
- Published: 01 Feb 2023, Last Modified: 20 Feb 2023
- ICLR 2023 poster
- Readers: Everyone
TransformMix: Learning Transformation and Mixing Strategies for Sample-mixing Data Augmentation
Tsz-Him Cheung, Dit-Yan Yeung
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies
Tsz-Him Cheung, Dit-Yan Yeung
- 2022 (modified: 15 Apr 2023)
- ICLR 2022
- Readers: Everyone
AdaAug: Learning Class- and Instance-adaptive Data Augmentation Policies
Tsz-Him Cheung, Dit-Yan Yeung
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space
Tsz-Him Cheung, Dit-Yan Yeung
- 2021 (modified: 15 Apr 2023)
- ICLR 2021
- Readers: Everyone
MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space
Tsz-Him Cheung, Dit-Yan Yeung
- Published: 12 Jan 2021, Last Modified: 03 Apr 2024
- ICLR 2021 Poster
- Readers: Everyone

Co-Authors