PPaperPicks

Yun Sing Koh

24 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7256-4049 ↗Google Scholar ↗Homepage ↗

Venues

IJCAI ×5AAAI ×3ECML-PKDD ×3ACM MM ×2WACV ×2WWW ×2CIKM ×1ECAI ×1ECIR ×1ICCV ×1ICDM ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Gillian Dobbie
×7
Tingrui Qiao
×7
Caroline Walker
×6
Chris Cunningham
×6
Di Zhao
×5
Albert Bifet
×4
Jingfeng Zhang
×3
Bo Pang
×3
Bowen Chen
×3
Heitor Murilo Gomes
×3
Bernhard Pfahringer
×3
Thomas Bailie
×2

Papers

  1. HoGA: Higher-Order Graph Attention via Diversity-Aware k-Hop Sampling
    WSDM 2026 ·
    Thomas Bailie
    , Yun Sing Koh,
    Surya Karthik Mukkavilli
  2. Overcoming Fine-Grained Visual Challenges in Animal Re-Identification via Semantic Feature Alignment
    WACV 2026 ·
    Yihao Wu
    ,
    Di Zhao
    ,
    Yuzhuo Li
    ,
    Matthew Alajas
    ,
    Alistair S. Glen
    ,
    Jingfeng Zhang
    ,
    Gillian Dobbie
    ,
    Daniel Wilson
    , Yun Sing Koh
  3. Zero-Shot Domain Generalisation via Prompt-Driven Feature Refinement
    WACV 2026 ·
    Tingrui Qiao
    ,
    Di Zhao
    ,
    Caroline Walker
    ,
    Chris Cunningham
    , Yun Sing Koh
  4. Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation
    IJCAI 2025 ·
    Di Zhao
    ,
    Jingfeng Zhang
    ,
    Hongsheng Hu
    ,
    Philippe Fournier-Viger
    ,
    Gillian Dobbie
    , Yun Sing Koh
  5. CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments
    IJCAI 2025 ·
    Bo Pang
    ,
    Tingrui Qiao
    ,
    Caroline Walker
    ,
    Chris Cunningham
    , Yun Sing Koh
  6. GloPER: Unsupervised Animal Pattern Extraction from Local Reconstruction
    ICCV 2025 ·
    Bowen Chen
    , Yun Sing Koh,
    Gillian Dobbie
  7. LIBRA: Measuring Bias of Large Language Model from a Local Context
    ECIR 2025 ·
    Bo Pang
    ,
    Tingrui Qiao
    ,
    Caroline Walker
    ,
    Chris Cunningham
    , Yun Sing Koh
  8. Longitudinal Surveys Are Texts: LLM-Enhanced Analysis of School Attendance in New Zealand
    ECML-PKDD 2025 ·
    Tingrui Qiao
    ,
    Caroline Walker
    ,
    Chris Cunningham
    ,
    Adam Jang-Jones
    ,
    Susan M. B. Morton
    ,
    Kane Meissel
    , Yun Sing Koh
  9. Machine Learning for Data Streams with CapyMOA
    ECML-PKDD 2025 ·
    Yibin Sun
    ,
    Heitor Murilo Gomes
    ,
    Anton Lee
    ,
    Nuwan Gunasekara
    ,
    Guilherme Weigert Cassales
    ,
    Justin Liu
    ,
    Marco Heyden
    ,
    Vítor Cerqueira
    ,
    Maroua Bahri
    , Yun Sing Koh,
    Bernhard Pfahringer
    ,
    Albert Bifet
  10. Message-Passing Under Heterophily for Graph Classification
    ICDM 2025 ·
    Callum Cory
    ,
    Miao Qiao
    ,
    Diana Benavides-Prado
    , Yun Sing Koh
  11. MetaWild: A Multimodal Dataset for Animal Re-Identification with Environmental Metadata
    ACM MM 2025 ·
    Yuzhuo Li
    ,
    Di Zhao
    ,
    Tingrui Qiao
    ,
    Yihao Wu
    ,
    Bo Pang
    , Yun Sing Koh
  12. Privacy-Preserving Low-Rank Adaptation Against Membership Inference Attacks for Latent Diffusion Models
    AAAI 2025 ·
    Zihao Luo
    ,
    Xilie Xu
    ,
    Feng Liu
    , Yun Sing Koh,
    Di Wang
    ,
    Jingfeng Zhang
  13. Thematic Bottleneck Models for Multimodal Analysis of School Attendance
    CIKM 2025 ·
    Tingrui Qiao
    ,
    Caroline Walker
    ,
    Chris Cunningham
    ,
    Adam Jang-Jones
    ,
    Susan M. B. Morton
    ,
    Kane Meissel
    , Yun Sing Koh
  14. Thematic-LM: A LLM-based Multi-agent System for Large-scale Thematic Analysis
    WWW 2025 ·
    Tingrui Qiao
    ,
    Caroline Walker
    ,
    Chris Cunningham
    , Yun Sing Koh
  15. Diving Deep: Forecasting Sea Surface Temperatures and Anomalies
    ECML-PKDD 2024 ·
    Ding Ning
    ,
    Varvara Vetrova
    ,
    Karin R. Bryan
    , Yun Sing Koh,
    Andreas Voskou
    ,
    N'Dah Jean Kouagou
    ,
    Arnab Sharma
  16. Learning After Learning: Positive Backward Transfer in Continual Learning
    ECAI 2024 ·
    Wernsen Wong
    , Yun Sing Koh,
    Gillian Dobbie
  17. Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation
    AAAI 2024 ·
    Thomas Bailie
    , Yun Sing Koh,
    Neelesh Rampal
    ,
    Peter B. Gibson
  18. Recurrent Concept Drifts on Data Streams
    IJCAI 2024 ·
    Nuwan Gunasekara
    ,
    Bernhard Pfahringer
    ,
    Heitor Murilo Gomes
    ,
    Albert Bifet
    , Yun Sing Koh
  19. Remote Sensing for Water Quality: A Multi-Task, Metadata-Driven Hypernetwork Approach
    IJCAI 2024 ·
    Olivier Graffeuille
    , Yun Sing Koh,
    Jörg Wicker
    ,
    Moritz K. Lehmann
  20. SSAT-Adapter: Enhancing Vision-Language Model Few-shot Learning with Auxiliary Tasks
    ACM MM 2024 ·
    Bowen Chen
    , Yun Sing Koh,
    Gillian Dobbie
  21. Sketch-Based Replay Projection for Continual Learning
    SIGKDD 2024 ·
    Jack Julian
    , Yun Sing Koh,
    Albert Bifet
  22. Symmetric Self-Paced Learning for Domain Generalization
    AAAI 2024 ·
    Di Zhao
    , Yun Sing Koh,
    Gillian Dobbie
    ,
    Hongsheng Hu
    ,
    Philippe Fournier-Viger
  23. Time-Evolving Data Science and Artificial Intelligence for Advanced Open Environmental Science (TAIAO) Programme
    IJCAI 2024 · Yun Sing Koh,
    Albert Bifet
    ,
    Karin R. Bryan
    ,
    Guilherme Weigert Cassales
    ,
    Olivier Graffeuille
    ,
    Nick Jin Sean Lim
    ,
    Phil Mourot
    ,
    Ding Ning
    ,
    Bernhard Pfahringer
    ,
    Varvara Vetrova
    ,
    Heitor Murilo Gomes
  24. Unveiling Climate Drivers via Feature Importance Shift Analysis in New Zealand
    WWW 2024 ·
    Bowen Chen
    ,
    Gillian Dobbie
    ,
    Neelesh Rampal
    , Yun Sing Koh