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Ngai-Man Cheung
Associate Professor, Singapore University of Technology and Design
Joined
February 2019
Names
Ngai-Man Cheung
(Preferred)
,
Ngai-man Cheung
Emails
****@sutd.edu.sg
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Associate Professor
Singapore University of Technology and Design
(sutd.edu.sg)
2018
–
Present
Assistant Professor
Singapore University of Technology and Design
(sutd.edu.sg)
2012
–
2018
Advisors, Relations & Conflicts
Coauthor
Alex Binder
2021
–
2022
Coauthor
Joo hwee Lim
2014
–
2014
Coauthor
Sanath Narayan
2011
–
2014
Coauthor
Vijay Chandrasekhar
2011
–
2014
Coauthor
Ketan Tang
2011
–
2014
Coauthor
Sam Tsai
2011
–
2014
Coauthor
Aggelos Katsaggelos
2011
–
2014
Coauthor
Lu Fang
2011
–
2014
Coauthor
Vijay Chandrasekhar
2011
–
2014
Coauthor
Bernd Girod
2011
–
2014
Coauthor
Gabriel Takacs
2011
–
2014
Coauthor
Mina Makar
2011
–
2014
Coauthor
Radek Grzeszczuk
2011
–
2014
Coauthor
Houqiang Li
2011
–
2014
Coauthor
Eckehard Steinbach
2011
–
2014
Coauthor
Juyong Zhang
2011
–
2014
Coauthor
David Chen
2011
–
2014
Coauthor
Gabriel Takacs
2011
–
2014
Coauthor
Radek Grzeszczuk
2011
–
2014
Coauthor
Hanli Wang
2011
–
2014
Coauthor
Huizhong Chen
2011
–
2014
Coauthor
Liyuan Li
2011
–
2014
Expertise
deep learning
2016
–
Present
computer vision
2016
–
Present
signal processing
2005
–
Present
Publications
Neuro-Anatomy–Informed Self-Supervised Learning for Structural Brain MRI
Sean Chen Jiale
,
Tianze Yu
,
Somayeh Ebrahimkhani
,
Lin Zhi Zheng Shawn
,
Kok Pin Ng
,
Ngai-Man Cheung
ICML 2026 FM4LS Workshop Poster
Readers:
Everyone
How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
Guimeng Liu
,
Tianze Yu
,
Somayeh Ebrahimkhani
,
Lin Zhi Zheng Shawn
,
Kok Pin Ng
,
Ngai-Man Cheung
ICML 2026 FM4LS Workshop Poster
Readers:
Everyone
Dissecting Representation Structure in Vision Transformers: A Rigorous Architectural Study
Kim-Cuc Nguyen
,
Ngai-Man Cheung
VisCon 2026 Poster
Readers:
Everyone
CERSA: Cumulative Energy-Retaining Subspace Adaptation for Memory-Efficient Fine-Tuning
Jingze Ge
,
Xue Geng
,
Yun Liu
,
Wanqi Dong
,
Wang Zhe Mark
,
Ngai-Man Cheung
,
Min Wu
,
Xulei Yang
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Revisiting Model Inversion Evaluation: From Misleading Standards to Reliable Privacy Assessment
Sy-Tuyen Ho
,
Koh Jun Hao
,
Ngoc-Bao Nguyen
,
Alexander Binder
,
Ngai-Man Cheung
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Memory Makes The Poison: Over Memorization Drives Visual Poisoning in LVLMs
Sy-Tuyen Ho
,
Yaseema Rusiru Ariyarathna Epa
,
Yasoda Lasiru Ariyarathna Epa
,
Andrew Mendez
,
Kecheng Liu
,
Xudong Jiang
,
Alex Kot
,
Furong Huang
,
Ngai-Man Cheung
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Transformers Know When They Don’t Know: Layer-Wise Distance Awareness for OOD Detection
Khoa Duong
,
Tien-Phat Nguyen
,
Tri Cao
,
Sy-Tuyen Ho
,
Ngai-Man Cheung
Submitted to ICLR 2026
Readers:
Everyone
Model Inversion Attacks on Vision-Language Models: Do They Leak What They Learn?
Ngoc-Bao Nguyen
,
Sy-Tuyen Ho
,
Koh Jun Hao
,
Ngai-Man Cheung
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
Guimeng Liu
,
Tianze Yu
,
Somayeh Ebrahimkhani
,
Lin Zhi Zheng Shawn
,
Kok Pin Ng
,
Ngai-Man Cheung
ICLR 2026 Poster
Readers:
Everyone
AIR: Rethinking Image-Text Offset Alignment for Zero-Shot Generative Model Adaptation
Guimeng Liu
,
Milad Abdollahzadeh
,
Ngai-Man Cheung
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
View all 239 publications
Co-Authors
Aaron Tan
Aggelos K. Katsaggelos
Alex C. Kot
Alex Kot
Alexander Binder
Alfonso Iacovazzi
Ali Hashemi
Andrew Horner
Andrew Mendez
Andy Lin
Anh Tuan Luu
Anh-Dzung Doan
Anh-Zung Doan
Anthony Vetro
Antonio Ortega
Bappaditya Mandal
Basavaraj I. Pawate
Benedicte Motz
Bernd Girod
Bo Cheng
Bree J. Westphal
C.-C. Jay Kuo
Caimu Tang
Cauligi S. Raghavendra
Chang Wen Chen
View all 252 co-authors