Hwee Kuan Lee

Principal Researcher, BII

Joined

December 2017

Names

Hwee Kuan Lee (Preferred)

Emails

****@bii.a-star.edu.sg (Confirmed)

,

****@a-star.edu.sg (Confirmed)

Personal Links

Career & Education History

Principal Researcher

BII (astar.edu.sg)

2006 – 2028

Advisors, Relations & Conflicts

No relations added

Expertise

Deep Learning

2006 – 2021

Machine learning

2005 – 2021

Theoretical Physics

1995 – 2021

Publications

PrefixMemory-Tuning: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention
Haonan Wang, Brian K Chen, Siquan Li, Liang Xinhe, Hwee Kuan Lee, Kenji Kawaguchi, Tianyang Hu
- ICLR 2026 Poster
- Readers: Everyone
Prefix-Tuning+: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention
Haonan Wang, Brian K Chen, Li Siquan, Liang Xinhe, Tianyang Hu, Hwee Kuan Lee, Kenji Kawaguchi
- PUT at ICML 2025 Poster
- Readers: Everyone
OAH-Net: a deep neural network for efficient and robust hologram reconstruction for off-axis digital holographic microscopy
Liu Wei, Kerem Delikoyun, Qianyu Chen, Alperen Yildiz, Si Ko Myo, Win Sen Kuan, John Tshon Yit Soong, Matthew Edward Cove, Oliver Hayden, Hwee Kuan Lee
- AI4X 2025 Oral
- Readers: Everyone
In-Context Learning behaves as a greedy layer-wise gradient descent algorithm
Brian K Chen, Tianyang Hu, Hui Jin, Hwee Kuan Lee, Kenji Kawaguchi
- AFM 2024 Poster
- Readers: Everyone
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers
Brian K Chen, Tianyang Hu, Hui Jin, Hwee Kuan Lee, Kenji Kawaguchi
- ICML 2024 Poster
- Readers: Everyone
Use of small auxiliary networks and scarce data to improve the adversarial robustness of deep learning models
Davide Coppola, Hwee Kuan Lee, Cuntai Guan
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Distribution Based MIL Pooling Filters are Superior to Point Estimate Based Counterparts
Mustafa Umit Oner, Jared Marc Song, Hwee Kuan Lee, Wing-Kin Sung
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors