A/Prof Mingming Gong
Associate Professor in Statistics (Data Sciences)
School of Mathematics and Statistics
187 Scholarly works
5 Projects
HIGHLIGHTS
2026
Journal article
Strength-Adaptive Adversarial Training
DOI: 10.1109/TPAMI.2026.36847412026
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
Probabilistic modeling of disparity uncertainty for robust and efficient stereo matching
DOI: 10.1016/j.patcog.2026.1131022025
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
Journal article
Admitting Ignorance Helps the Video Question Answering Models to Answer
DOI: 10.1109/TMM.2026.36511152026
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
AniFaceDiff: Animating stylized avatars via parametric conditioned diffusion models
DOI: 10.1016/j.patcog.2025.1120172026
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.2025.107988
RECENT PROJECTS
2026
Research contracts (non-grants)
Machine Learning for Melanoma Image Analysis
2021
Research grants (other domestic)
Causal Discovery From Unstructured Data