A/Prof Jianzhong Qi
Associate Professor
School of Computing and Information Systems
165 Scholarly works
9 Projects
HIGHLIGHTS
2026
Journal article
Generative Adversarial Pre-Training Enabled Spatial-Temporal Graph Modeling of Traffic Data
DOI: 10.1109/TITS.2025.36336882026
Journal article
Hybrid Routing for a Mixture of LoRA Experts
DOI: 10.1609/aaai.v40i37.403832026
Journal article
Generalising Traffic Forecasting to Regions Without Traffic Observations
DOI: 10.1609/aaai.v40i18.386072026
Conference Proceedings
Towards Synthesizing High-Dimensional Tabular Data with Limited Samples
DOI: 10.1609/aaai.v40i18.385452025
Research grants (ARC, NHMRC, MRFF)
Empowering Spatial Data Accessibility With Next-Generation Database Systems
2023
Research contracts (non-grants)
AI Optimisation for Corridor Performance
2018
Research Grant
Efficient Spatial Data Management for Enabling True Ride-Sharing
RECENT SCHOLARLY WORKS
2026
Journal article
CentralityPool: Centrality-Aware Hierarchical Graph Pooling
DOI: 10.1109/TNSE.2025.35831192025
Conference Proceedings
Evaluating Important Nodes in Transportation Networks Using Graph Neural Networks and Communicability Centrality
DOI: 10.1109/itsc60802.2025.114235312025
Conference Proceedings
DualCast: A Model to Disentangle Aperiodic Events from Traffic Series
DOI: 10.24963/ijcai.2025/3662025
Conference Proceedings
Unseen Fake News Detection Through Casual Debiasing
DOI: 10.1145/3701716.37155172025
Conference Proceedings
Accurate and Regret-Aware Numerical Problem Solver for Tabular Question Answering
DOI: 10.1609/aaai.v39i12.333932025
Conference Proceedings
FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning
DOI: 10.1609/aaai.v39i12.33342
RECENT PROJECTS
2025
Research grants (other domestic)
Empowering Spatial Data Accessibility With Next-Generation Database Systems
2024
Research grants (ARC, NHMRC, MRFF)
Empowering Next-Generation Spatial Digital Twins With Linked Spatial Data