Streaming Graph Learning in IoT With Storage Optimization and Communication Reduction

Authors: Liu, T., Pan, S., Li, P.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(4):3921-3928 Feb, 2025

Online Learning of Expanding Graphs

Authors: Rey, S., Das, B., Isufi, E.

Source: IEEE Open Journal of Signal Processing IEEE Open J. Signal Process. Signal Processing, IEEE Open Journal of. 6:247-255 2025

Intelligent Hotel Recommendation System Using Dynamic Graph Learning

Authors: G, Kiruthiga, S, Kamalesh, S, Jegadeesan, S, Manojkumar, K K, Kavinesh, A S, Ruban

Source: 2025 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE) Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), 2025 International Conference on. :1-6 Jan, 2025

Relation: 2025 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE)

Link Inference Attacks in Vertical Federated Graph Learning

Authors: Zari, Oualid, Xu, Chuan, Parra-Arnau, Javier, Unsal, Ayse, Onen, Melek

Source: 2024 Annual Computer Security Applications Conference (ACSAC) ACSAC Computer Security Applications Conference (ACSAC), 2024 Annual. :761-777 Dec, 2024

Relation: 2024 Annual Computer Security Applications Conference (ACSAC)

Adaptive Graph Learning With Semantic Promotability for Domain Adaptation

Authors: Zheng, Z., Teng, S., Teng, L., Zhang, W., Wu, N.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(3):1747-1763 Mar, 2025

Model-Heterogeneous Federated Graph Learning With Prototype Propagation

Authors: Liu, Z., Zhou, H., He, X., Yuan, H., Du, J., Wang, M., Shen, G., Kong, X., Xia, F.

Source: IEEE Transactions on Artificial Intelligence IEEE Trans. Artif. Intell. Artificial Intelligence, IEEE Transactions on. 6(3):676-689 Mar, 2025

Tensorized Graph Learning for Spectral Ensemble Clustering

Authors: Cao, Z., Lu, Y., Yuan, J., Xin, H., Wang, R., Nie, F.

Source: IEEE Transactions on Circuits and Systems for Video Technology IEEE Trans. Circuits Syst. Video Technol. Circuits and Systems for Video Technology, IEEE Transactions on. 35(3):2662-2674 Mar, 2025

Robust Multi-View Clustering via Graph-Oriented High-Order Correlations Learning

Authors: Liu, W., Zhu, J., Wang, H., Zhang, Y.

Source: IEEE Transactions on Network Science and Engineering IEEE Trans. Netw. Sci. Eng. Network Science and Engineering, IEEE Transactions on. 12(2):559-570 Apr, 2025

Formulating and Representing Multiagent Systems With Hypergraphs

Authors: Yu, S., Huang, H., Shen, Y., Wang, P., Zhang, Q., Sun, K., Chen, H.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(3):4599-4613 Mar, 2025

Node-Wise Hardware Trojan Detection Based on Graph Learning

Authors: Hasegawa, K., Yamashita, K., Hidano, S., Fukushima, K., Hashimoto, K., Togawa, N.

Source: IEEE Transactions on Computers IEEE Trans. Comput. Computers, IEEE Transactions on. 74(3):749-761 Mar, 2025

Dual Anchor Graph Fuzzy Clustering for Multiview Data

Authors: Zhang, W., Huang, X., Li, A., Zhang, T., Ding, W., Deng, Z., Wang, S.

Source: IEEE Transactions on Fuzzy Systems IEEE Trans. Fuzzy Syst. Fuzzy Systems, IEEE Transactions on. 33(2):730-744 Feb, 2025

Joint Client and Cross-Client Edge Selection for Cost-Efficient Federated Learning of Graph Convolutional Networks

Authors: Huang, G., Chen, X., Wu, Q., Li, J., Huang, Q.

Source: IEEE Transactions on Networking IEEE Trans. Netw. Networking, IEEE Transactions on. 33(1):286-298 Feb, 2025

A Collaborative Programmable LFA Defense Using Temporal Graph Learning in AIoT

Authors: Li, Y., Liu, Y., Xia, Y., Zhang, W., Quan, W., Kang, J., Zhang, H.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(3):2514-2529 Feb, 2025

Graph Learning With Riemannian Optimization for Multi-View Integrative Clustering

Authors: Khan, A., Maji, P.

Source: IEEE Transactions on Emerging Topics in Computational Intelligence IEEE Trans. Emerg. Top. Comput. Intell. Emerging Topics in Computational Intelligence, IEEE Transactions on. 9(1):381-393 Feb, 2025

Multi-View Enhancement Graph-Level Clustering Network

Authors: Li, Z., Han, R., Hu, T., Li, M., Li, C.

Source: IEEE Access Access, IEEE. 13:47996-48006 2025

Optimal Graph Learning-Based Label Propagation for Cross-Domain Image Classification

Authors: Wang, W., Wang, M., Huang, C., Wang, C., Mu, J., Nie, F., Cao, X.

Source: IEEE Transactions on Image Processing IEEE Trans. on Image Process. Image Processing, IEEE Transactions on. 34:1529-1544 2025

Polynomial Graphical Lasso: Learning Edges From Gaussian Graph-Stationary Signals

Authors: Buciulea, A., Ying, J., Marques, A.G., Palomar, D.P.

Source: IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 73:1153-1167 2025

Adaptive Joint Estimation of Temporal Vertex and Edge Signals

Authors: Yan, Y., Xie, T., Kuruoglu, E.E.

Source: IEEE Transactions on Signal and Information Processing over Networks IEEE Trans. on Signal and Inf. Process. over Networks Signal and Information Processing over Networks, IEEE Transactions on. 11:215-229 2025

Embedded Multi-View Clustering via Collaborative Tensor Subspace Representation and Multi-Graph Fusion

Authors: Wang, J., Deng, T., Yang, M.

Source: IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 32:911-915 2025

Penalized Likelihood Approach for Graph Learning in the Presence of Outliers

Authors: Fatima, G., Stoica, P., Babu, P.

Source: IEEE Transactions on Signal and Information Processing over Networks IEEE Trans. on Signal and Inf. Process. over Networks Signal and Information Processing over Networks, IEEE Transactions on. 11:187-200 2025