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Posts by Collection
portfolio
Portfolio item number 2
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publications
CNN-based Prediction of Network Robustness With Missing Edges
Published in Proceedings of International Joint Conference on Neural Networks (IJCNN), 2022
This paper investigates the influence of missing edges in predicting network robustness using convolutional neural networks.
Network Robustness Prediction: Influence of Training Data Distributions
Published in IEEE Transactions on Neural Networks and Learning Systems, 2023
This paper investigates the influence of training data distributions for predicting network robustness.
Pyramid Pooling-based Local Profiles for Graph Classification
Published in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2023
This paper proposed a simple yet effective framework for graph classification.
Predicting Robustness Performance with Noises in Network Representation
Published in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2023
This paper investigates the influence of node and edge noises in predicting network robustness using different CNN-based models.
A Nested Edge Addition Strategy for Network Controllability Robustness Enhancement
Published in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2023
This paper proposed a Nested Edge Addition Strategy for Network Controllability Robustness Enhancement.
Influence of Removing Leaf Node Neighbors on Network Controllability
Published in Entropy, 2023
This paper proposed a leaf node neighbors based attack model for network controllability.
SPP-CNN: An Efficient Framework for Network Robustness Prediction
Published in IEEE Transactions on Circuits and Systems I: Regular Papers, 2023
This paper proposed a spatial pyramid pooling based CNN model for predicting network robustness, which has wider tolerance to network size, while maintaining fast speed.
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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