Shifu Hou
6 papers · 2018–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(6)
Deep Learning
(5)
Architectures
(5)
Artificial Intelligence
(3)
Computer Science
(2)
Applications
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
representation learning
(4)
heterogeneous information network
(3)
graph neural network
(3)
android malware detection
(2)
graph representation learning
(1)
code generation
(1)
multi-kernel learning
(1)
graph topology
(1)
semantic similarity
(1)
malware detection
(1)
disentangled representation
(1)
node embedding
(1)
graph convolution
(1)
heterogeneous graph
(1)
graph convolutional network
(1)
network embedding
(1)
attributed graph
(1)
disentangled representation learning
(1)
large language model
(1)
out-of-sample prediction
(1)
Papers
AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks
AAAI 2025
Adaptive Kernel Graph Neural Network
AAAI 2022
Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond
AAAI 2021
iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow
IJCAI 2019
Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection
IJCAI 2019
Make Evasion Harder: An Intelligent Android Malware Detection System
IJCAI 2018