Knowledge enhanced graph contrastive learning for match outcome prediction.
Inf. Process. Manag., 2025
Enhanced Cognitive Load Detection in Air Traffic Control Operators Using EEG and a Hybrid Deep Learning Approach.
IEEE Access, 2025
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning.
ACM Comput. Surv., July, 2024
Deep graph representation learning influence maximization with accelerated inference.
Neural Networks, 2024
Quantifying uncertainty in graph neural network explanations.
Frontiers Big Data, 2024
Team formation in large organizations: A deep reinforcement learning approach.
Decis. Support Syst., 2024
Forecasting movements of stock time series based on hidden state guided deep learning approach.
Inf. Process. Manag., May, 2023
Deep Graph Representation Learning and Optimization for Influence Maximization.
CoRR, 2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Deep Graph Representation Learning and Optimization for Influence Maximization.
Proceedings of the International Conference on Machine Learning, 2023
Knowledge-Aware Cross-Semantic Alignment for Domain-Level Zero-Shot Recommendation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
An Invertible Graph Diffusion Neural Network for Source Localization.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Source Localization of Graph Diffusion via Variational Autoencoders for Graph Inverse Problems.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
DeepGAR: Deep Graph Learning for Analogical Reasoning.
Proceedings of the IEEE International Conference on Data Mining, 2022
GraphGT: Machine Learning Datasets for Graph Generation and Transformation.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021