A/Prof Mingming Gong
Associate Professor in Statistics (Data Sciences)
School of Mathematics and Statistics
173 Scholarly works
4 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 (ARC, NHMRC, MRFF)
Causal Discovery From Unstructured Data
RECENT SCHOLARLY WORKS
2026
Journal article
Bayesian Inference of Contextual Bandit Policies via Empirical Likelihood
2026
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: 10.1145/3746027.37558202025
Journal article
Debiased Recommendation via Wasserstein Causal Balancing
DOI: 10.1145/37257312025
Journal article
Knowledge Distillation for Underwater Feature Extraction and Matching via GAN-Synthesized Images
DOI: 10.1109/LRA.2025.3589805
RECENT PROJECTS
2026
Research contracts (non-grants)
Machine Learning for Melanoma Image Analysis