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Gillian Dobbie

11 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2IJCAI ×2AAMAS ×1ACM MM ×1ECAI ×1EMNLP ×1ICCV ×1WACV ×1WWW ×1

Frequent coauthors

Yun Sing Koh
×7
Di Zhao
×3
Bowen Chen
×3
Gaël Gendron
×3
Michael Witbrock
×3
Jingfeng Zhang
×2
Hongsheng Hu
×2
Philippe Fournier-Viger
×2
Liu Yu
×1
Zhonghao Chen
×1
Ping Kuang
×1
Zhikun Feng
×1

Papers

  1. Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs
    AAAI 2026 ·
    Liu Yu
    ,
    Zhonghao Chen
    ,
    Ping Kuang
    ,
    Zhikun Feng
    ,
    Fan Zhou
    ,
    Lan Wang
    , Gillian Dobbie
  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. 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
  4. GloPER: Unsupervised Animal Pattern Extraction from Local Reconstruction
    ICCV 2025 ·
    Bowen Chen
    ,
    Yun Sing Koh
    , Gillian Dobbie
  5. Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks
    AAMAS 2024 ·
    Gaël Gendron
    ,
    Yang Chen
    ,
    Mitchell Rogers
    ,
    Yiping Liu
    ,
    Mihailo Azhar
    ,
    Shahrokh Heidari
    ,
    David Arturo Soriano Valdez
    ,
    Kobe Knowles
    ,
    Padriac O'Leary
    ,
    Simon Eyre
    ,
    Michael Witbrock
    , Gillian Dobbie,
    Jiamou Liu
    ,
    Patrice Delmas
  6. Can Large Language Models Learn Independent Causal Mechanisms?
    EMNLP 2024 ·
    Gaël Gendron
    ,
    Bao Trung Nguyen
    ,
    Alex Yuxuan Peng
    ,
    Michael J. Witbrock
    , Gillian Dobbie
  7. Large Language Models Are Not Strong Abstract Reasoners
    IJCAI 2024 ·
    Gaël Gendron
    ,
    Qiming Bao
    ,
    Michael Witbrock
    , Gillian Dobbie
  8. Learning After Learning: Positive Backward Transfer in Continual Learning
    ECAI 2024 ·
    Wernsen Wong
    ,
    Yun Sing Koh
    , Gillian Dobbie
  9. SSAT-Adapter: Enhancing Vision-Language Model Few-shot Learning with Auxiliary Tasks
    ACM MM 2024 ·
    Bowen Chen
    ,
    Yun Sing Koh
    , Gillian Dobbie
  10. Symmetric Self-Paced Learning for Domain Generalization
    AAAI 2024 ·
    Di Zhao
    ,
    Yun Sing Koh
    , Gillian Dobbie,
    Hongsheng Hu
    ,
    Philippe Fournier-Viger
  11. Unveiling Climate Drivers via Feature Importance Shift Analysis in New Zealand
    WWW 2024 ·
    Bowen Chen
    , Gillian Dobbie,
    Neelesh Rampal
    ,
    Yun Sing Koh