Mujie Liu
Scholar

Mujie Liu

Google Scholar ID: Cw8nwaQAAAAJ
Federation University Australia
Graph LearningBrain Network AnalysisTime Series Anomaly Detection
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Citations & Impact
All-time
Citations
80
 
H-index
5
 
i10-index
3
 
Publications
14
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
6 items
Fine-Grained Traceability for Transparent ML Pipelines
2026
Cited
0
Open-Vocabulary Spatio-Temporal Scene Graph for Robot Perception and Teleoperation Planning
2025
Cited
0
Explainable Graph Neural Networks: Understanding Brain Connectivity and Biomarkers in Dementia
2025
Cited
0
Structure Matters: Brain Graph Augmentation via Learnable Edge Masking for Data-efficient Psychiatric Diagnosis
2025
Cited
0
Causal Prompting for Implicit Sentiment Analysis with Large Language Models
2025
Cited
0
Entropy Causal Graphs for Multivariate Time Series Anomaly Detection
arXiv.org · 2023
Cited
4
Resume (English only)
Co-authors
7 total
Feng Xia
Feng Xia
Professor, School of Computing Technologies, RMIT University
Falih Gozi Febrinanto
Falih Gozi Febrinanto
Federation University Australia
Shuo Yu
Shuo Yu
Dalian University of Technology
Jiangang Ma
Jiangang Ma
Senior Lecturer, Federation University, Australia
Ciyuan Peng
Ciyuan Peng
Federation University Australia
Ting Dang
Ting Dang
Senior Lecturer in AI for Health, The University of Melbourne
Estrid He
Estrid He
School of Computing Technologies, RMIT University