A/Prof Mingming Gong
Associate Professor in Statistics (Data Sciences)
School of Mathematics and Statistics
178 Scholarly works
5 Projects
HIGHLIGHTS
2026
Journal article
Probabilistic modeling of disparity uncertainty for robust and efficient stereo matching
DOI: 10.1016/j.patcog.2026.1131022026
Journal article
AniFaceDiff: Animating stylized avatars via parametric conditioned diffusion models
DOI: 10.1016/j.patcog.2025.1120172026
Journal article
Admitting Ignorance Helps the Video Question Answering Models to Answer
DOI: 10.1109/TMM.2026.36511152026
Journal article
A Knowledge Distillation-empowered Adaptive Federated Reinforcement Learning Framework for Multi-Domain IoT Applications Scheduling
DOI: 10.1109/TMC.2026.36726032025
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
MMA: Benchmarking Multi-Modal Large Language Models in Ambiguity Contexts
2026
Journal article
Bayesian Inference of Contextual Bandit Policies via Empirical Likelihood
2026
Journal article
Strength-Adaptive Adversarial Training
DOI: 10.1109/TPAMI.2026.36847412026
Journal article
Identifying Weight-Variant Latent Causal Models
2026
Journal article
Adapformer: Adaptive channel management for multivariate time series forecasting
DOI: 10.1016/j.neunet.2025.1079882025
Conference Proceedings
Causality-aligned Prompt Learning via Diffusion-based Counterfactual Generation
DOI: 10.1145/3746027.3755820
RECENT PROJECTS
2026
Research contracts (non-grants)
Machine Learning for Melanoma Image Analysis
2021
Research grants (other domestic)
Causal Discovery From Unstructured Data