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Advanced Graph Neural Networks

Advanced Graph Neural Networks

83 faculty research Advanced Graph Neural Networks on GradNova.

A
Advanced Graph Neural Networks
Adversarial Robustness in Machine Learning
Explainable Artificial Intelligence (xai)
S
Advanced Graph Neural Networks
Domain Adaptation and Few-Shot Learning
Multimodal Machine Learning Applications
Recommender Systems and Techniques
+1
K
Advanced Graph Neural Networks
Business Process Modeling and Analysis
Distributed and Parallel Computing Systems
Semantic Web and Ontologies
+1
M
Advanced Graph Neural Networks
Anomaly Detection Techniques and Applications
Smart Grid Security and Resilience
R
Advanced Graph Neural Networks
Complex Network Analysis Techniques
Spam and Phishing Detection
R
Risi Kondor

Associate Professor of Computer Science, Statistics

Computer Science

University of Chicago

Advanced Graph Neural Networks
Bioinformatics and Genomic Networks
Computational Drug Discovery Methods
Machine Learning in Materials Science
+1
L
Lise C Getoor

Distinguished Professor, Jack Baskin Chair in Computer Engineering

Computer Science and Engineering

University of California, Santa Cruz

Advanced Graph Neural Networks
Bayesian Modeling and Causal Inference
Complex Network Analysis Techniques
Data Quality and Management
+1
S
Advanced Graph Neural Networks
Graph Theory and Algorithms
Optical Network Technologies
Parallel Computing and Optimization Techniques
+1
M
Computer Vision
Machine Learning
Pattern Recognition
Advanced Graph Neural Networks
+2
M
Muhao Chen

Research Adjunct Assistant Professor of Computer Science

Computer Science

University of Southern California

Advanced Graph Neural Networks
Data Quality and Management
Multimodal Machine Learning Applications
Natural Language Processing Techniques
+1
C
And Big Data Analytics for Social Good
Characterization
Detection and Prediction Tasks on Complex Networks
Complex Network Analysis Techniques
+4
P
Data Mining
Materials Informatics
Network Science
Complex Network Analysis Techniques
+4
A
Advanced Database Systems and Queries
Advanced Graph Neural Networks
Complex Network Analysis Techniques
Data Management and Algorithms
+1
E
Databases, Data Mining, and Artificial Intelligence
Tensor Decomposition and Applications
Complex Network Analysis Techniques
Topic Modeling
+2
F
Advanced Image and Video Retrieval Techniques
AI in Cancer Detection
Data Management and Algorithms
Data Mining Algorithms and Applications
+6
B
Advanced Graph Neural Networks
Ferroelectric and Negative Capacitance Devices
Parallel Computing and Optimization Techniques
H
Machine Learning on Graphs
Topic Modeling
AI-Based Problem Solving and Planning
Advanced Graph Neural Networks
A
Graph Mining
Information Fusion
Multi-Feature Data Analysis
Multilayer Networks
+6
C
Computational Journalism
Data-Driven Fact-Checking
Knowledge Graphs
Large Language Models and Generative AI
+7
J
Machine Learning
Neural Networks and Deep Learning
AI in Cancer Detection
Advanced Graph Neural Networks
+3
A
Aakash Tyagi

Professor of Practice, Computer Science & Engineering

Computer Science

Texas A&M University

Advanced Graph Neural Networks
Boron and Carbon Nanomaterials Research
Formal Methods in Verification
Semiconductor Materials and Interfaces
+5
S
Shuiwang Ji

Professor, Computer Science & Engineering

Computer Science

Texas A&M University

Advanced Graph Neural Networks
Domain Adaptation and Few-Shot Learning
Face and Expression Recognition
Machine Learning in Materials Science
+1
A
Ariful Azad

Associate Professor, Computer Science & Engineering

Computer Science

Texas A&M University

Advanced Clustering Algorithms Research
Complex Network Analysis Techniques
Network Security and Intrusion Detection
Network Traffic and Congestion Control
+5
H
Machine Learning
Machine Learning & Data Mining
Stochastic Gradient Optimization Techniques
Privacy-Preserving Technologies in Data
+3
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