Picture for Charu C. Aggarwal

Charu C. Aggarwal

Edge Classification on Graphs: New Directions in Topological Imbalance

Add code
Jun 18, 2024
Viaarxiv icon

Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning

Add code
May 27, 2024
Viaarxiv icon

A Comprehensive Survey on Data Augmentation

Add code
May 17, 2024
Figure 1 for A Comprehensive Survey on Data Augmentation
Figure 2 for A Comprehensive Survey on Data Augmentation
Figure 3 for A Comprehensive Survey on Data Augmentation
Figure 4 for A Comprehensive Survey on Data Augmentation
Viaarxiv icon

Causal Learning for Trustworthy Recommender Systems: A Survey

Add code
Feb 13, 2024
Viaarxiv icon

Distance-Based Propagation for Efficient Knowledge Graph Reasoning

Add code
Nov 02, 2023
Figure 1 for Distance-Based Propagation for Efficient Knowledge Graph Reasoning
Figure 2 for Distance-Based Propagation for Efficient Knowledge Graph Reasoning
Figure 3 for Distance-Based Propagation for Efficient Knowledge Graph Reasoning
Figure 4 for Distance-Based Propagation for Efficient Knowledge Graph Reasoning
Viaarxiv icon

Can Directed Graph Neural Networks be Adversarially Robust?

Add code
Jun 03, 2023
Figure 1 for Can Directed Graph Neural Networks be Adversarially Robust?
Figure 2 for Can Directed Graph Neural Networks be Adversarially Robust?
Figure 3 for Can Directed Graph Neural Networks be Adversarially Robust?
Figure 4 for Can Directed Graph Neural Networks be Adversarially Robust?
Viaarxiv icon

Towards Label Position Bias in Graph Neural Networks

Add code
May 25, 2023
Figure 1 for Towards Label Position Bias in Graph Neural Networks
Figure 2 for Towards Label Position Bias in Graph Neural Networks
Figure 3 for Towards Label Position Bias in Graph Neural Networks
Figure 4 for Towards Label Position Bias in Graph Neural Networks
Viaarxiv icon

Heterogeneous Social Event Detection via Hyperbolic Graph Representations

Add code
Feb 20, 2023
Figure 1 for Heterogeneous Social Event Detection via Hyperbolic Graph Representations
Figure 2 for Heterogeneous Social Event Detection via Hyperbolic Graph Representations
Figure 3 for Heterogeneous Social Event Detection via Hyperbolic Graph Representations
Figure 4 for Heterogeneous Social Event Detection via Hyperbolic Graph Representations
Viaarxiv icon

Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges

Add code
Dec 11, 2022
Figure 1 for Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
Figure 2 for Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
Figure 3 for Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
Figure 4 for Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
Viaarxiv icon

Deep Learning for Time Series Anomaly Detection: A Survey

Add code
Nov 09, 2022
Figure 1 for Deep Learning for Time Series Anomaly Detection: A Survey
Figure 2 for Deep Learning for Time Series Anomaly Detection: A Survey
Figure 3 for Deep Learning for Time Series Anomaly Detection: A Survey
Figure 4 for Deep Learning for Time Series Anomaly Detection: A Survey
Viaarxiv icon