Yun Sing Koh

University of Auckland — New Zealand

Computer Science · Physical Sciences

24h-index2.2kcitations192works1.22yr avg
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Research Topics

Data Stream Mining Techniques(53), Data Mining Algorithms and Applications(50), Rough Sets and Fuzzy Logic(34), Anomaly Detection Techniques and Applications(26), Imbalanced Data Classification Techniques(25)

Publications191 total

An intercomparison of generative machine learning methods for downscaling precipitation at fine spatial scales
arXiv (Cornell University)·2025Open Access
Thematic Bottleneck Models for Multimodal Analysis of School Attendance
2025
MetaWild: A Multimodal Dataset for Animal Re-Identification with Environmental Metadata
2025
Model-agnostic Adversarial Attack and Defense for Vision-Language-Action Models
arXiv (Cornell University)·2025Open Access
Machine Learning for Data Streams with CapyMOA
Lecture notes in computer science·2025
Building adaptive knowledge bases for evolving continual learning models
npj Artificial Intelligence·2025Open Access
Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation
2025
CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments
2025
XGT: Fast and Secure Decision Tree Training and Inference on GPUs
IEEE Transactions on Dependable and Secure Computing·2025· 1 cited
Thematic-LM: A LLM-based Multi-agent System for Large-scale Thematic Analysis
2025· 9 citedOpen Access
Privacy-Preserving Low-Rank Adaptation Against Membership Inference Attacks for Latent Diffusion Models
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Reducing Smoothness with Expressive Memory Enhanced Hierarchical Graph Neural Networks
arXiv (Cornell University)·2025Open Access
Forecasting monthly-to-seasonal sea surface temperatures and marine heatwaves with graph neural networks and diffusion methods
2025Open Access
A Study on Monthly Marine Heatwave Forecasts in New Zealand: An Investigation of Imbalanced Regression Loss Functions with Neural Network Models
arXiv (Cornell University)·2025Open Access
LIBRA: Measuring Bias of Large Language Model from a Local Context
arXiv (Cornell University)·2025Open Access
MetaWild: A Multimodal Dataset for Animal Re-Identification with Environmental Metadata
arXiv (Cornell University)·2025Open Access
Diving Deep: Forecasting Sea Surface Temperatures and Anomalies
arXiv (Cornell University)·2025Open Access
A Dual Augmentation Framework for Domain Generalization with Covariate and Conditional Distribution Shifts
SSRN Electronic Journal·2025Open Access
LIBRA: Measuring Bias of Large Language Model from a Local Context
Lecture notes in computer science·2025· 3 cited
A Dual Augmentation Framework for Domain Generalization with Covariate and Conditional Distribution Shifts
SSRN Electronic Journal·2025Open Access
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Frequent Co-authors

Gillian Dobbie(23), Russel Pears(13), Patricia Riddle(10), Shafiq Alam(8), Nathan Rountree(4), David Tse Jung Huang(4), Sidney Tsang(4), Albert Bifet(4), Wei Zhou(3), Junhao Wen(3), Giovanni Russello(3), Ben Halstead(3), Mykola Pechenizkiy(3), Sripirakas Sakthithasan(2), Ranran Bian(2), Alex Yuxuan Peng(2), Wai K. Yeap(2), Sijie Zhuo(2), Danielle Lottridge(2), Richard O’Keefe(2)