Chuan-Sheng Foo

Agency for Science, Technology and Research — Singapore

Computer Science · Physical Sciences

26h-index5.9kcitations149works2.72yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(34), Advanced Neural Network Applications(17), Multimodal Machine Learning Applications(15), 3D Shape Modeling and Analysis(13), Adversarial Robustness in Machine Learning(13)

Publications145 total

The Reward Model Selection Crisis in Personalized Alignment
ArXiv.org·2025Open Access
SRNet: Self-supervised structure regularization for stereo matching
Neurocomputing·2025
Evidentially Calibrated Source-Free Time-Series Domain Adaptation With Temporal Imputation
IEEE Transactions on Knowledge and Data Engineering·2025· 1 cited
The Initialization Effect: Refining Bayesian Optimization for Circuit Design
IEEE transactions on circuits and systems for artificial intelligence.·2025
CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images
2025· 4 cited
Unified Genomic and Chemical Representations Enable Bidirectional Bio-synthetic Gene Cluster and Natural Product Retrieval
2025· 1 citedOpen Access
WaterDrum: Watermarking for Data-centric Unlearning Metric
arXiv (Cornell University)·2025Open Access
CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images
arXiv (Cornell University)·2025Open Access
Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space
arXiv (Cornell University)·2025Open Access
Multi-objective Bayesian optimisation on the textural properties of plant-based meat analogues through high-moisture extrusion
Journal of Food Engineering·2025· 4 cited
AI-Powered Revolution
IEEE Nanotechnology Magazine·2025· 2 cited
Confidence Elicitation: A New Attack Vector for Large Language Models
arXiv (Cornell University)·2025Open Access
STFAR: Test-Time Adaptive Object Detection through Self-Training and Feature Alignment Regularization
SSRN Electronic Journal·2025Open Access
Exploring Diffusion Model for Semiconductor Defect Detection
2024
Towards Safe and Efficient Analog Circuit Design: Active Learning for Feasibility Region Exploration
2024· 1 cited
3DFG-PIFu: 3D Feature Grids for Human Digitization from Sparse Views
Lecture notes in computer science·2024
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning
arXiv (Cornell University)·2024Open Access
Data Distribution Valuation
arXiv (Cornell University)·2024Open Access
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training
International Journal of Computer Vision·2024· 8 cited
Waterfall: Framework for Robust and Scalable Text Watermarking and Provenance for LLMs
arXiv (Cornell University)·2024· 1 citedOpen Access
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Frequent Co-authors

Vijay Chandrasekhar(15), Houssam Zenati(10), Bruno Lecouat(9), Xiaoli Li(6), Pavitra Krishnaswamy(5), Min Wu(5), Georgios Piliouras(5), Lile Cai(5), Xun Xu(5), Zhenghua Chen(4), Joshua Shulman(4), Jie Lin(4), Manon Romain(3), Mohamed Ragab(3), Panayotis Mertikopoulos(3), Yasin Yazıcı(3), Yuyuan Han(3), Balagopal Unnikrishnan(3), Bryan Kian Hsiang Low(3), Manh Cuong Nguyen(3)