A/Prof Mingming Gong
Associate Professor in Statistics (Data Sciences)
School of Mathematics and Statistics
203 Scholarly works
5 Projects
HIGHLIGHTS
2026
Journal article
Frequency-domain enhancement and regional cross-modal fusion for long-range small object 3D detection
DOI: 10.1016/j.patcog.2026.1146442026
Journal article
HGS-Net: Local feature preservation and adaptive hierarchical fusion network for multi-modal 3D small object detection
DOI: 10.1016/j.jfranklin.2026.1090102026
Journal article
EAEPnet: multi-level representation enhancement and weighted box fusion network for multi-modal 3D object detection
DOI: 10.1088/1361-6501/ae9e5c2026
Journal article
Strength-Adaptive Adversarial Training
DOI: 10.1109/TPAMI.2026.36847412025
Research contracts (non-grants)
Efficient 3D Mesh Generation From Text Descriptions
2024
Research grants (ARC, NHMRC, MRFF)
Causal Knowledge-Empowered Adaptive Federated Learning
2021
Research grants (other domestic)
Causal Discovery From Unstructured Data
RECENT SCHOLARLY WORKS
2026
Conference Proceedings
Observationally Informed Adaptive Causal Experimental Design
DOI: 10.1145/3770855.38177622026
Journal article
A Knowledge Distillation-Empowered Adaptive Federated Reinforcement Learning Framework for Multi-Domain IoT Applications Scheduling
DOI: 10.1109/TMC.2026.36726032026
Journal article
3D point cloud classification network with hybrid sampling enhancement and point energy attention
DOI: 10.1016/j.patcog.2025.1127912026
Journal article
A multi-sensor fusion network with multi-cognitive visual adaptation and adaptive dynamic convolution
DOI: 10.1016/j.measurement.2025.1199752026
Journal article
Admitting Ignorance Helps the Video Question Answering Models to Answer
DOI: 10.1109/TMM.2026.36511152026
Conference Proceedings
FACT-E: Causality-Inspired Evaluation for Trustworthy Chain-of-Thought Reasoning
DOI: 10.18653/v1/2026.findings-acl.1014
RECENT PROJECTS
2026
Research contracts (non-grants)
Machine Learning for Melanoma Image Analysis
2021
Research grants (other domestic)
Causal Discovery From Unstructured Data