Scholar
Gillian Dobbie
Google Scholar ID: v19BUHIAAAAJ
University of Auckland
Big Data
Stream Data Mining
Keyword Queries
Data Management
Software Engineering
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Citations & Impact
All-time
Citations
2,640
H-index
22
i10-index
53
Publications
20
Co-authors
0
Publications
6 items
Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding
2026
Cited
0
Socrates Loss: Unifying Confidence Calibration and Classification by Leveraging the Unknown
2026
Cited
0
HoRD: Robust Humanoid Control via History-Conditioned Reinforcement Learning and Online Distillation
2026
Cited
0
Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs
2025
Cited
0
Robust Learning of Diffusion Models with Extremely Noisy Conditions
2025
Cited
0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds
2025
Cited
0
