Jie Yin

University of Sydney — Australia

Computer Science · Physical Sciences

35h-index5.9kcitations150works0.42yr avg
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Research Topics

Advanced Graph Neural Networks(31), Complex Network Analysis Techniques(26), Network Security and Intrusion Detection(18), Domain Adaptation and Few-Shot Learning(14), Internet Traffic Analysis and Secure E-voting(12)

Publications149 total

Self-Resetting Soft Ring Enables Autonomous and Continuous Leaping under Uniform Light
arXiv (Cornell University)·2025Open Access
Unbiased Online Curvature Approximation for Regularized Graph Continual Learning
arXiv (Cornell University)·2025Open Access
Combating confirmation bias: a unified pseudo-labeling framework for entity alignment
Data Mining and Knowledge Discovery·2025· 3 citedOpen Access
Comparison of surgical outcomes between single-layer and double-layer pancreaticojejunostomy after pancreaticoduodenectomy: a meta-analysis
Minerva Surgery·2025
RPI-PLMGNN: Enhancing RNA-Protein Interaction Prediction with the Pre-trained Large Language Models and Graph Neural Networks
SSRN Electronic Journal·2025Open Access
ONTDAS: An Optimized Noise-Based Traffic Data Augmentation System for Generalizability Improvement of Traffic Classifiers
Computers, materials & continua/Computers, materials & continua (Print)·2025Open Access
STE-PFL: Spatial-Temporal Enhanced Personalized Federated Learning for IoT Cross-Domain Access Decision-Making
2024
Ground-Fusion: A Low-cost Ground SLAM System Robust to Corner Cases
arXiv (Cornell University)·2024· 1 citedOpen Access
Multi-feature cross UAV image detection algorithm under cross-layer attentional interaction
Optics and Precision Engineering·2024Open Access
A Robust and Efficient EKF-based GNSS-Visual-Inertial Odometry
2023· 2 cited
Combating Confirmation Bias: A Unified Pseudo-Labeling Framework for Entity Alignment
arXiv (Cornell University)·2023Open Access
Anomaly traffic detection based on feature fluctuation for secure industrial internet of things
Peer-to-Peer Networking and Applications·2023· 8 citedOpen Access
Edge but not Least: Cross-View Graph Pooling
Lecture notes in computer science·2023· 1 cited
Informative pseudo-labeling for graph neural networks with few labels
Data Mining and Knowledge Discovery·2022· 33 citedOpen Access
LADDER: Latent boundary-guided adversarial training
Machine Learning·2022· 9 citedOpen Access
EvilModel 2.0: Bringing Neural Network Models into Malware Attacks
Computers & Security·2022· 24 citedOpen Access
Link Prediction With Contextualized Self-Supervision
IEEE Transactions on Knowledge and Data Engineering·2022· 10 cited
Sampling informative context nodes for network embedding
Science China Information Sciences·2021· 1 cited
A Novel Intrusion Detection Method Based on Lightweight Neural Network for Internet of Things
IEEE Internet of Things Journal·2021· 203 cited
Edge but not Least: Cross-View Graph Pooling
arXiv (Cornell University)·2021Open Access
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Frequent Co-authors

Qiang Yang(14), Xingquan Zhu(10), Chengqi Zhang(9), Daokun Zhang(6), Mark Cameron(4), Bella Robinson(4), Sarvnaz Karimi(4), Robert Power(3), Lionel M. Ni(3), Guan Gui(3), Tomoaki Ohtsuki(3), Bamidele Adebisi(3), Haris Gacanin(3), Dou Shen(3), Rong Pan(3), Jeffrey Junfeng Pan(3), Meng Fang(3), Yayong Li(3), Daokun Zhang(2), Andrew Lampert(2)