Prof James Bailey
Honorary Professorial Fellow
School of Computing and Information Systems
66 Scholarly works
39 Projects
HIGHLIGHTS
2026
Journal article
A Bayesian framework for robust local intrinsic dimensionality estimation
DOI: 10.1016/j.is.2025.1026682026
Journal article
Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models
DOI: 10.1609/aaai.v40i43.409962026
Journal article
DynaPURLS: Dynamic Refinement of Part-Aware Representations for Skeleton-Based Zero-Shot Action Recognition
DOI: 10.1109/TPAMI.2026.36808732026
Book Chapter
Intrinsic Dimension, Degrees of Freedom, Odds and Uniformity: A Unified Perspective
DOI: 10.1007/978-3-032-06069-3_62019
Research grants (other domestic)
Building 4.0 CRC
2018
Research grants (ARC, NHMRC, MRFF)
Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Central Operating)
2018
Research Grant
Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Stream 1 & 2)
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
ExplorAct: Context-Aware Next Action Recommendations for Interactive Data Exploration
DOI: 10.1145/3746252.37612572025
Conference Proceedings
Reasoning Like Experts: Leveraging Multimodal Large Language Models for Drawing-based Psychoanalysis
DOI: 10.1145/3746027.37557442025
Journal article
Robust online drop detection for cochlear implant surgery
DOI: 10.1007/s41060-025-00716-z2025
Journal article
Bidirectional adversarial autoencoders for high precision metasurface design
DOI: 10.1063/5.02843382025
Conference Proceedings
Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting
DOI: 10.1145/3711896.37371372025
Conference Proceedings
Designing an Adaptive AI System for Operation on Board the SpIRIT Nano-Satellite
DOI: 10.1007/978-981-96-0348-0_24
RECENT PROJECTS
2026
Research grants (ARC, NHMRC, MRFF)
Trustworthy Model Reprogramming: Learning With Imperfect Pre-Trained Models
2021
Research contracts (non-grants)
Machine Learning for Automated Generation of Validated Infra-Red Signature Models