-Laplacian Regularization for Scene RecognitionW Liu, X Ma, Y Zhou, D Tao, J Cheng
IEEE Transactions on Cybernetics 49 (8), 2927-2940, 2018
81 2018 Hypergraph -Laplacian Regularization for Remotely Sensed Image Recognition X Ma, W Liu, S Li, D Tao, Y Zhou
IEEE Transactions on Geoscience and Remote Sensing 57 (3), 1585-1595, 2018
60 2018 Comprehensive graph gradual pruning for sparse training in graph neural networks C Liu, X Ma, Y Zhan, L Ding, D Tao, B Du, W Hu, DP Mandic
IEEE Transactions on Neural Networks and Learning Systems, 2023
23 2023 Ensemble p -Laplacian Regularization for Scene Image Recognition X Ma, W Liu, D Tao, Y Zhou
Cognitive Computation 11, 841-854, 2019
18 2019 Alpha-IoU: A family of power intersection over union losses for bounding box regression. arXiv 2021 J He, S Erfani, X Ma, J Bailey, Y Chi, XS Hua
arXiv preprint arXiv:2110.13675, 0
16 Masked graph auto-encoder constrained graph pooling C Liu, Y Zhan, X Ma, D Tao, B Du, W Hu
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
8 2022 Gapformer: Graph transformer with graph pooling for node classification C Liu, Y Zhan, X Ma, L Ding, D Tao, J Wu, W Hu
Proceedings of the 32nd International Joint Conference on Artificial …, 2023
6 2023 Effective human action recognition by combining manifold regularization and pairwise constraints X Ma, D Tao, W Liu
Multimedia Tools and Applications 78, 13313-13329, 2019
5 2019 Recent advances of manifold regularization X Ma, W Liu
Manifolds II-Theory and Applications, 2018
5 2018 Learning representation on optimized high-order manifold for visual classification X Ma, W Liu, Q Tian, Y Gao
IEEE Transactions on Multimedia 24, 3989-4001, 2021
4 2021 Graph structure reforming framework enhanced by commute time distance for graph classification W Yu, X Ma, J Bailey, Y Zhan, J Wu, B Du, W Hu
Neural Networks 168, 539-548, 2023
1 2023 Exploring sparsity in graph transformers C Liu, Y Zhan, X Ma, L Ding, D Tao, J Wu, W Hu, B Du
Neural Networks, 106265, 2024
2024 Training Sparse Graph Neural Networks via Pruning and Sprouting X Ma, X Ma, S Erfani, J Bailey
Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024
2024 Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes C Liu, W Yu, K Gao, X Ma, Y Zhan, J Wu, B Du, W Hu
arXiv preprint arXiv:2311.12644, 2023
2023 Exploring High-Order Message-Passing in Graph Transformers X Ma, X Ma, C Liu, SM Erfani, J Bailey
2023 FEATURE-AUGMENTED HYPERGRAPH NEURAL NETWORKS X Ma, P Li, Q Cao, J Bailey, Y Gao
2021 Local Structure Preserving Using Manifold Regularization and Pairwise Constraints for Action Recognition X Ma, Z Cao, W Liu
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016
2016 Semi-supervised Hessian Eigenmap for Human Action Recognition X Ma, J Pan, Y Wang, W Liu
Intelligent Visual Surveillance: 4th Chinese Conference, IVS 2016, Beijing …, 2016
2016 Graph Explicit Pooling for Graph-Level Representation Learning C Liu, W Yu, K Gao, X Ma, Y Zhan, J Wu, W Hu, B Du
Available at SSRN 4774121, 0