@article{bb157000,
AUTHOR = "Yeom, J. and Kim, T. and Chang, R. and Song, K.",
TITLE = "Structural and positional ensembled encoding for Graph Transformer",
JOURNAL = PRL,
VOLUME = "183",
YEAR = "2024",
PAGES = "104-110",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152870"}
@article{bb157001,
AUTHOR = "Song, L.X. and Tu, W.X. and Zhou, S.H. and Zhu, E.",
TITLE = "GANN: Graph Alignment Neural Network for semi-supervised learning",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110484",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152871"}
@article{bb157002,
AUTHOR = "Luo, D.S. and Zhao, T.X. and Cheng, W. and Xu, D. and Han, F. and Yu, W.C. and Liu, X. and Chen, H.F. and Zhang, X.",
TITLE = "Towards Inductive and Efficient Explanations for Graph Neural
Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "5245-5259",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152872"}
@article{bb157003,
AUTHOR = "Shen, D. and Hu, H.J. and He, F. and Zhang, F.G. and Zhao, J.W. and Shen, X.W.",
TITLE = "Hierarchical Prototype-Aligned Graph Neural Network for Cross-Scene
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "13",
PAGES = "2464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152873"}
@article{bb157004,
AUTHOR = "Pan, X. and Han, X.Y. and Wang, C.F. and Li, Z. and Song, S. and Huang, G. and Wu, C.",
TITLE = "A unified framework for convolution-based graph neural networks",
JOURNAL = PR,
VOLUME = "155",
YEAR = "2024",
PAGES = "110597",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152874"}
@article{bb157005,
AUTHOR = "Eliasof, M. and Treister, E.",
TITLE = "Global-local graph neural networks for node-classification",
JOURNAL = PRL,
VOLUME = "184",
YEAR = "2024",
PAGES = "103-110",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152875"}
@article{bb157006,
AUTHOR = "Li, D.L. and Lu, C.H. and Chen, Z. and Guan, J.L. and Zhao, J. and Du, J.X.",
TITLE = "Graph Neural Networks in Point Clouds: A Survey",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "14",
PAGES = "2518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152876"}
@article{bb157007,
AUTHOR = "Shi, Y. and Cai, J.X. and Fan, M.Y. and Feng, W. and Zhang, K.",
TITLE = "Learning to match features with discriminative sparse graph neural
network",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152877"}
@article{bb157008,
AUTHOR = "Byun, J. and Choi, Y.J. and Lee, J.W.",
TITLE = "Improving the utility of differentially private clustering through
dynamical processing",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110890",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152878"}
@article{bb157009,
AUTHOR = "Guo, N.B. and Jiang, M.Y. and Wang, D.C. and Jia, Y.T. and Li, K.T. and Zhang, Y.A. and Wang, M.D. and Luo, J.C.",
TITLE = "PGNN-Net: Parallel Graph Neural Networks for Hyperspectral Image
Classification Using Multiple Spatial-Spectral Features",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "18",
PAGES = "3531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152879"}
@article{bb157010,
AUTHOR = "Min, X. and Li, W. and Han, R.Q. and Ji, T.L. and Xie, W.D.",
TITLE = "Graph neural collaborative filtering with medical content-aware
pre-training for treatment pattern recommendation",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "210-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152880"}
@article{bb157011,
AUTHOR = "Zhang, H.Y. and Zhu, Y. and Li, X.L.",
TITLE = "Decouple Graph Neural Networks: Train Multiple Simple GNNs
Simultaneously Instead of One",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "7451-7462",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152881"}
@article{bb157012,
AUTHOR = "Zhao, Y.S. and Zhu, H. and Huan, R.H. and Bao, Y.Q. and Pan, Y.",
TITLE = "Heterogeneous Graph Network for Action Detection",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "7962-7974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152882"}
@inproceedings{bb157013,
AUTHOR = "Avery, W. and Munir, M. and Marculescu, R.",
TITLE = "Scaling Graph Convolutions for Mobile Vision",
BOOKTITLE = MobileAI24,
YEAR = "2024",
PAGES = "5857-5865",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152883"}
@article{bb157014,
AUTHOR = "Chen, C.Q. and Wu, Y.S. and Dai, Q.Y. and Zhou, H.Y. and Xu, M. and Yang, S. and Han, X.G. and Yu, Y.Z.",
TITLE = "A Survey on Graph Neural Networks and Graph Transformers in Computer
Vision: A Task-Oriented Perspective",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "10297-10318",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152884"}
@article{bb157015,
AUTHOR = "Jiang, B. and Zhang, Z.Y. and Ge, S. and Wang, B.B. and Wang, X. and Tang, J.",
TITLE = "Learning Graph Attentions via Replicator Dynamics",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7720-7727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152885"}
@article{bb157016,
AUTHOR = "Guo, J.W. and Huang, K. and Zhang, R. and Yi, X.P.",
TITLE = "ES-GNN: Generalizing Graph Neural Networks Beyond Homophily With Edge
Splitting",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "11345-11360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152886"}
@article{bb157017,
AUTHOR = "Shi, Z.H. and Wang, J. and Lu, F. and Chen, H.Z. and Lian, D. and Wang, Z. and Ye, J.P. and Wu, F.",
TITLE = "Label Deconvolution for Node Representation Learning on Large-Scale
Attributed Graphs Against Learning Bias",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "11273-11286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152887"}
@article{bb157018,
AUTHOR = "Luo, S.J. and Li, H. and Huang, J.B. and Ma, X. and Cui, J.T. and Qiao, S.J. and Yoo, J.",
TITLE = "Group link prediction in bipartite graphs with graph neural networks",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "110977",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152888"}
@article{bb157019,
AUTHOR = "Ali, W. and Vascon, S. and Stadelmann, T. and Pelillo, M.",
TITLE = "Hierarchical Glocal Attention Pooling for Graph Classification",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "71-77",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152889"}
@article{bb157020,
AUTHOR = "Sun, C.X. and Hu, J. and Gu, H.M. and Chen, J.P. and Liang, W. and Yang, M.C.",
TITLE = "Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced
Training",
JOURNAL = PR,
VOLUME = "160",
YEAR = "2025",
PAGES = "111210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152890"}
@article{bb157021,
AUTHOR = "Li, Z.Z. and Ma, J.Y.",
TITLE = "Learning Feature Matching via Matchable Keypoint-Assisted Graph
Neural Network",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "154-169",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152891"}
@article{bb157022,
AUTHOR = "Li, X. and Wang, J. and Yan, Z.",
TITLE = "Can Graph Neural Networks be Adequately Explained? A Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2025",
NUMBER = "5",
MONTH = "January",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152892"}
@article{bb157023,
AUTHOR = "Xu, L.X. and Peng, J. and Jiang, X.Y. and Chen, E.H. and Luo, B.",
TITLE = "Graph neural network based on graph kernel: A survey",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111307",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152893"}
@article{bb157024,
AUTHOR = "Cui, S.C. and Li, D.Q. and Zhang, J.",
TITLE = "Dynamic multi-scale feature augmentation for inductive network
representation learning",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152894"}
@article{bb157025,
AUTHOR = "Guo, X.L. and Wang, Y.F. and Liu, H. and Xie, H.R. and Cheng, G. and Wang, F.L.",
TITLE = "Steerable Graph Neural Network on Point Clouds via Second-Order
Random Walks",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "875-888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152895"}
@article{bb157026,
AUTHOR = "Gong, C.Y. and Ai, T.H. and Chen, S.Y. and Xiao, T.Y. and Yu, H.F.",
TITLE = "A Multi-Scale Hybrid Scene Geometric Similarity Measurement Method
Using Heterogeneous Graph Neural Network",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "2",
PAGES = "84",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152896"}
@article{bb157027,
AUTHOR = "Liu, W. and Gao, P. and Zhang, H.T. and Li, K. and Yang, W.Y. and Wei, X. and Shu, J.W.",
TITLE = "Trace2Vec: Detecting complex multi-step attacks with explainable
graph neural network",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152897"}
@article{bb157028,
AUTHOR = "Zhang, J.C. and Hui, B. and Zhu, X.Y. and Tian, L. and Hua, F.",
TITLE = "Temporal knowledge graph reasoning based on discriminative
neighboring semantic learning",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111392",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152898"}
@article{bb157029,
AUTHOR = "Shen, C. and Liu, X. and Luo, J.W. and Xia, K.",
TITLE = "Torsion Graph Neural Networks",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2946-2956",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152899"}
@article{bb157030,
AUTHOR = "Zhang, J.X. and Ding, S.F. and Zhang, J. and Guo, L. and Ding, L.",
TITLE = "Multi-channel set polynomial based label regularized graph neural
networks against extreme data scarcity",
JOURNAL = PR,
VOLUME = "166",
YEAR = "2025",
PAGES = "111754",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152900"}
@article{bb157031,
AUTHOR = "Yu, C.L. and Shi, L.H. and Zhao, Y.Y.",
TITLE = "Trajectory- and Friendship-Aware Graph Neural Network with
Transformer for Next POI Recommendation",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "5",
PAGES = "192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152901"}
@article{bb157032,
AUTHOR = "Liao, J.P. and Yan, J. and Tao, Q. and Zhang, E. and Zhang, Y.C.",
TITLE = "A novel hypergraph neural network combining multi-view learning with
density awareness",
JOURNAL = PR,
VOLUME = "168",
YEAR = "2025",
PAGES = "111775",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152902"}
@article{bb157033,
AUTHOR = "Chen, Z.X. and Ma, T.F. and Song, Y.Q. and Wang, Y.",
TITLE = "Wasserstein Graph Neural Networks for Graphs With Missing Attributes",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "7010-7020",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152903"}
@article{bb157034,
AUTHOR = "Liang, Z.M. and Bai, L. and Yang, X. and Liang, J.",
TITLE = "Multi-Channel Disentangled Graph Neural Networks With Different Types
of Self-Constraints",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8001-8012",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152904"}
@article{bb157035,
AUTHOR = "Wang, Y. and Liu, Y.H. and Liu, N.H. and Miao, R. and Wang, Y. and Wang, X.",
TITLE = "AdaGCL+: An Adaptive Subgraph Contrastive Learning Toward Tackling
Topological Bias",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8073-8087",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152905"}
@article{bb157036,
AUTHOR = "Chen, H.J. and Jiao, P.F. and Du, M. and Guo, X. and Zhao, Z.D. and Jin, D. and Liu, X.",
TITLE = "TGFormer: Towards temporal graph transformer with auto-correlation
mechanism",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112053",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152906"}
@article{bb157037,
AUTHOR = "Micheli, A. and Tortorella, D.",
TITLE = "An empirical evaluation of rewiring approaches in graph neural
networks",
JOURNAL = PRL,
VOLUME = "196",
YEAR = "2025",
PAGES = "134-141",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152907"}
@article{bb157038,
AUTHOR = "Ye, M.T. and Chen, Z.X. and Guo, Y.X. and Yu, K. and Liu, L.C.",
TITLE = "MRCNet: Multi-Level Residual Connectivity Network for Image
Classification",
JOURNAL = IJIG,
VOLUME = "25",
YEAR = "2025",
NUMBER = "5",
MONTH = "September",
PAGES = "2550051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152908"}
@article{bb157039,
AUTHOR = "Feng, Y.F. and Zhang, Y.F. and Ying, S.H. and Du, S.Y. and Gao, Y.",
TITLE = "Kernelized Hypergraph Neural Networks",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "8938-8954",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152909"}
@article{bb157040,
AUTHOR = "Jiao, Z.H. and Zhang, H.Y. and Li, X.L.",
TITLE = "CNN2GNN: How to Bridge CNN With GNN",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "9367-9374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152910"}
@article{bb157041,
AUTHOR = "Javidani, A. and Araabi, B.N. and Sadeghi, M.A.",
TITLE = "Beyond Augmentation: Leveraging Inter-Instance Relation in
Self-Supervised Representation Learning",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3730-3734",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152911"}
@article{bb157042,
AUTHOR = "Chen, H.Z. and Qi, L. and Guo, Q. and Kaliuzhnyi, M.",
TITLE = "A Multi-View Attention Hypergraph Neural Network for Radar Emitter
Signal Sorting",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3754-3758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152912"}
@article{bb157043,
AUTHOR = "Sun, S.X. and Chen, G.H. and Su, X.J. and Bing, Z.S. and Knoll, A.",
TITLE = "Variable Viewpoint Gesture Recognition Based on a Hybrid Graph Neural
Network",
JOURNAL = HMS,
VOLUME = "55",
YEAR = "2025",
NUMBER = "5",
MONTH = "October",
PAGES = "686-694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152913"}
@article{bb157044,
AUTHOR = "Choi, Y. and Ko, T. and Choi, J. and Kim, C.K.",
TITLE = "Beyond Binary: Improving Signed Message Passing in Graph Neural
Networks for Multi-Class Graphs",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "9535-9549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152914"}
@article{bb157045,
AUTHOR = "Liu, W.J. and Zhu, Y.F. and Zha, Y. and Wu, Q.S. and Jian, L. and Liu, Z.H.",
TITLE = "Rotation- and Permutation-Equivariant Quantum Graph Neural Network
for 3D Graph Data",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "10329-10343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152915"}
@article{bb157046,
AUTHOR = "Gong, X. and Yan, D. and Zhang, Z.",
TITLE = "RandomViG: Random Vision Graph Neural Network for Image
Classification",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8174-8184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152916"}
@article{bb157047,
AUTHOR = "Huang, J.H. and Chen, Q. and Zhu, P.L. and Bian, Y.J. and Chen, N. and Chung, M.K. and Qiu, A.",
TITLE = "HL-HGAT: Heterogeneous Graph Attention Network via Hodge-Laplacian
Operator",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11022-11039",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152917"}
@article{bb157048,
AUTHOR = "Chen, W. and Yan, W.X. and Wang, W.Y.",
TITLE = "Deep graph neural network architecture enhanced by self-attention
aggregation mechanism",
JOURNAL = PRL,
VOLUME = "198",
YEAR = "2025",
PAGES = "101-107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152918"}
@article{bb157049,
AUTHOR = "Tan, Y.C. and Lv, H. and Zhan, P.X. and Wang, S.P. and Yang, C.",
TITLE = "Graph-Oriented Instruction Tuning of Large Language Models for
Generic Graph Mining",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "155-169",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152919"}
@article{bb157050,
AUTHOR = "Lin, X.X. and Yu, Q. and Cao, Y. and Zou, L.X. and Zhou, C. and Wu, J. and Li, C.L. and Zhang, P. and Pan, S.R.",
TITLE = "Generative Causality-Driven Network for Graph Multi-Task Learning",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "1029-1044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152920"}
@article{bb157051,
AUTHOR = "Huang, Z.H. and Zhou, W.H. and Jiang, Y.H. and Jia, Z.H. and Lu, L.Y. and Ma, Y.J.",
TITLE = "An efficient community-aware pre-training method for graph neural
networks",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112340",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152921"}
@article{bb157052,
AUTHOR = "Zhang, H. and Wang, H. and Han, M.J.",
TITLE = "HopGAT: A multi-hop graph attention network with heterophily and
degree awareness",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112387",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152922"}
@article{bb157053,
AUTHOR = "Zhang, Y.P. and Li, Y.X. and Liu, S.H. and Shang, X.",
TITLE = "Robust spatio-temporal graph neural networks with sparse structure
learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112383",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152923"}
@article{bb157054,
AUTHOR = "Fang, W.Y. and Liu, Y.H. and Huang, W. and Guo, W.Z. and Li, T.R.",
TITLE = "SCFGL: Soft clustering based federated graph learning on Non-IID
graphs",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112498",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152924"}
@article{bb157055,
AUTHOR = "Rao, S.Z. and Huang, J.",
TITLE = "Mitigating task randomness in graph few-shot learning",
JOURNAL = PRL,
VOLUME = "199",
YEAR = "2026",
PAGES = "232-238",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152925"}
@article{bb157056,
AUTHOR = "Chen, F. and Zhang, J.H. and Lai, Z.H. and Kong, H.",
TITLE = "Taylornet: Rethinking monomial-based graph neural networks with
taylor expansion",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152926"}
@article{bb157057,
AUTHOR = "Wang, J.L. and Guan, Q.L. and Deng, L. and Zhou, M.T. and Gong, Z.G.",
TITLE = "GraphST: Class-imbalanced node classification with semantic relation
transfer",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112626",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152927"}
@article{bb157058,
AUTHOR = "Guan, W.R. and Yang, X. and Li, M. and Guo, Q.H. and Liu, K.Y. and Sun, Q.",
TITLE = "VQIT-GNN:
A collaborative knowledge transfer for node-level structure imbalance",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112632",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152928"}
@article{bb157059,
AUTHOR = "Wang, Y. and Chang, Y.",
TITLE = "Enhancing graph neural networks on SPD manifolds via cholesky
decomposition",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152929"}
@inproceedings{bb157060,
AUTHOR = "Li, C.S. and Li, T.Z. and Hu, X.B. and Luo, D.H. and Jin, T.S.",
TITLE = "DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision
Recognition",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20158-20168",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152930"}
@inproceedings{bb157061,
AUTHOR = "Li, J. and Pang, M. and Dong, Y. and Wang, B.H.",
TITLE = "Deterministic Certification of Graph Neural Networks against Graph
Poisoning Attacks with Arbitrary Perturbations",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "5020-5029",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152931"}
@inproceedings{bb157062,
AUTHOR = "Schwingshackl, M. and Oberweger, F.F. and Murschitz, M.",
TITLE = "Few-shot Structure-Informed Machinery Part Segmentation with
Foundation Models and Graph Neural Networks",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "1989-1998",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152932"}
@inproceedings{bb157063,
AUTHOR = "Spadaro, G. and Grangetto, M. and Fiandrotti, A. and Tartaglione, E. and Giraldo, J.H.",
TITLE = "WiGNet: Windowed Vision Graph Neural Network",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "859-868",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152933"}
@inproceedings{bb157064,
AUTHOR = "Evani, R. and Rajan, D. and Mao, S.",
TITLE = "Multiscale Graph Texture Network",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXII: 218-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152934"}
@inproceedings{bb157065,
AUTHOR = "Zhang, Q. and An, D.S. and Xiao, T.J. and He, T. and Tang, Q.M. and Wu, Y.N. and Tighe, J. and Xing, Y.F.",
TITLE = "Learning for Transductive Threshold Calibration in Open-World
Recognition",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17097-17106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152935"}
@inproceedings{bb157066,
AUTHOR = "Dupty, M.H. and Dong, Y.F. and Leng, S. and Fu, G.J. and Goh, Y.L. and Lu, W. and Lee, W.S.",
TITLE = "Constrained Layout Generation with Factor Graphs",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12851-12860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152936"}
@inproceedings{bb157067,
AUTHOR = "Wu, Z.J. and Lu, J. and Han, J. and Bai, L. and Zhang, Y. and Zhao, Z. and Song, S.Y.",
TITLE = "Domain Separation Graph Neural Networks for Saliency Object Ranking",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "3964-3974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152937"}
@inproceedings{bb157068,
AUTHOR = "Kim, C. and Fuxin, L.",
TITLE = "Object Dynamics Modeling with Hierarchical Point Cloud-Based
Representations",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "20977-20986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152938"}
@inproceedings{bb157069,
AUTHOR = "Saha, A. and Mendez, O. and Russell, C. and Bowden, R.",
TITLE = "Learning Adaptive Neighborhoods for Graph Neural Networks",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "22484-22493",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152939"}
@inproceedings{bb157070,
AUTHOR = "Aflalo, A. and Bagon, S. and Kashti, T. and Eldar, Y.",
TITLE = "DeepCut: Unsupervised Segmentation using Graph Neural Networks
Clustering",
BOOKTITLE = SG2RL23,
YEAR = "2023",
PAGES = "32-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152940"}
@inproceedings{bb157071,
AUTHOR = "Leventhal, S. and Gyulassy, A. and Pascucci, V. and Heimann, M.",
TITLE = "Modeling Hierarchical Topological Structure in Scientific Images with
Graph Neural Networks",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2995-2999",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152941"}
@inproceedings{bb157072,
AUTHOR = "Jing, Y.C. and Yuan, C.B. and Ju, L. and Yang, Y.D. and Wang, X.C. and Tao, D.C.",
TITLE = "Deep Graph Reprogramming",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24345-24354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152942"}
@inproceedings{bb157073,
AUTHOR = "Fent, F. and Bauerschmidt, P. and Lienkamp, M.",
TITLE = "RadarGNN: Transformation Invariant Graph Neural Network for
Radar-based Perception",
BOOKTITLE = WAD23,
YEAR = "2023",
PAGES = "182-191",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152943"}
@inproceedings{bb157074,
AUTHOR = "Mikula, K. and Kollar, M. and Ozvat, A.A. and Sibikova, M. and Cahojova, L.",
TITLE = "Natural Numerical Networks on Directed Graphs in Satellite Image
Classification",
BOOKTITLE = SSVM23,
YEAR = "2023",
PAGES = "339-351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152944"}
@inproceedings{bb157075,
AUTHOR = "Bicciato, A. and Cosmo, L. and Minello, G. and Rossi, L. and Torsello, A.",
TITLE = "Classifying Me Softly: A Novel Graph Neural Network Based on Features
Soft-Alignment",
BOOKTITLE = SSSPR22,
YEAR = "2022",
PAGES = "43-53",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152945"}
@inproceedings{bb157076,
AUTHOR = "Gillioz, A. and Riesen, K.",
TITLE = "Graph Reduction Neural Networks for Structural Pattern Recognition",
BOOKTITLE = SSSPR22,
YEAR = "2022",
PAGES = "64-73",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152946"}
@inproceedings{bb157077,
AUTHOR = "Seo, S. and Jung, S. and Kim, C.",
TITLE = "Explanation-based Graph Neural Networks for Graph Classification",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2836-2842",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152947"}
@inproceedings{bb157078,
AUTHOR = "Wei, Z.Y. and Xiao, X. and Zhang, B. and Hu, G.W. and Li, Q. and Xia, S.T.",
TITLE = "Graph Data Augmentation for Node Classification",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4899-4905",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152948"}
@inproceedings{bb157079,
AUTHOR = "Kim, J. and Oh, S. and Cho, S.J. and Hong, S.",
TITLE = "Equivariant Hypergraph Neural Networks",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXI:86-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152949"}
@inproceedings{bb157080,
AUTHOR = "Lin, W. and Lan, H. and Wang, H. and Li, B.",
TITLE = "OrphicX: A Causality-Inspired Latent Variable Model for Interpreting
Graph Neural Networks",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "13719-13728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152950"}
@inproceedings{bb157081,
AUTHOR = "Schaefer, S. and Gehrig, D. and Scaramuzza, D.",
TITLE = "AEGNN: Asynchronous Event-based Graph Neural Networks",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12361-12371",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152951"}
@inproceedings{bb157082,
AUTHOR = "Wu, H.Y. and Guo, H.Y. and Miao, Q.H. and Huang, M. and Wang, J.Q.",
TITLE = "Graph Neural Networks Based Multi-granularity Feature Representation
Learning for Fine-Grained Visual Categorization",
BOOKTITLE = MMMod22,
YEAR = "2022",
PAGES = "II:230-242",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152952"}
@inproceedings{bb157083,
AUTHOR = "Zhao, G.M. and Ge, W.F. and Yu, Y.Z.",
TITLE = "GraphFPN: Graph Feature Pyramid Network for Object Detection",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "2743-2752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152953"}
@inproceedings{bb157084,
AUTHOR = "Xing, Y.F. and He, T. and Xiao, T.J. and Wang, Y.X. and Xiong, Y.J. and Xia, W. and Wipf, D. and Zhang, Z. and Soatto, S.",
TITLE = "Learning Hierarchical Graph Neural Networks for Image Clustering",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "3447-3457",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152954"}
@inproceedings{bb157085,
AUTHOR = "Liu, N. and Zhao, W. and Zhang, D.W. and Han, J.W. and Shao, L.",
TITLE = "Light Field Saliency Detection with Dual Local Graph Learning and
Reciprocative Guidance",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "4692-4701",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152955"}
@inproceedings{bb157086,
AUTHOR = "Wang, T.T. and Liu, S. and Tian, Y.P. and Li, K. and Yang, M.H.",
TITLE = "Video Matting via Consistency-Regularized Graph Neural Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "4882-4891",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152956"}
@inproceedings{bb157087,
AUTHOR = "Jing, Y.C. and Yang, Y.D. and Wang, X.C. and Song, M.L. and Tao, D.C.",
TITLE = "Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural
Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5281-5290",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152957"}
@inproceedings{bb157088,
AUTHOR = "Lian, R. and Ling, H.B.",
TITLE = "CheckerPose: Progressive Dense Keypoint Localization for Object Pose
Estimation with Graph Neural Network",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "13976-13987",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152958"}
@inproceedings{bb157089,
AUTHOR = "Li, X.Y. and Ling, H.B.",
TITLE = "PoGO-Net: Pose Graph Optimization with Graph Neural Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "5875-5885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152959"}
@inproceedings{bb157090,
AUTHOR = "Chen, H.K. and Luo, Z.X. and Zhang, J.H. and Zhou, L. and Bai, X.Y. and Hu, Z. and Tai, C.L. and Quan, L.",
TITLE = "Learning to Match Features with Seeded Graph Matching Network",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "6281-6290",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152960"}
@inproceedings{bb157091,
AUTHOR = "Arnab, A. and Sun, C. and Schmid, C.",
TITLE = "Unified Graph Structured Models for Video Understanding",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8097-8106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152961"}
@inproceedings{bb157092,
AUTHOR = "Fang, P.F. and Harandi, M. and Petersson, L.",
TITLE = "Kernel Methods in Hyperbolic Spaces",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10645-10654",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152962"}
@inproceedings{bb157093,
AUTHOR = "Zeng, A.L. and Sun, X. and Yang, L. and Zhao, N.X. and Liu, M.H. and Xu, Q.",
TITLE = "Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "11416-11425",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152963"}
@inproceedings{bb157094,
AUTHOR = "Zhang, C. and Cui, Z.P. and Chen, C. and Liu, S.C. and Zeng, B. and Bao, H.J. and Zhang, Y.",
TITLE = "DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene
Context Graph and Relation-based Optimization",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "12612-12621",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152964"}
@inproceedings{bb157095,
AUTHOR = "Yew, Z.J. and Lee, G.H.",
TITLE = "Learning Iterative Robust Transformation Synchronization",
BOOKTITLE = "3DV21",
YEAR = "2021",
PAGES = "1206-1215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152965"}
@inproceedings{bb157096,
AUTHOR = "Zhang, X. and Zhang, Y. and Zhang, Z.",
TITLE = "Multi-granularity Recurrent Attention Graph Neural Network for Few-shot
Learning",
BOOKTITLE = MMMod21,
YEAR = "2021",
PAGES = "II:147-158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152966"}
@inproceedings{bb157097,
AUTHOR = "Bahri, M. and Bahl, G. and Zafeiriou, S.P.",
TITLE = "Binary Graph Neural Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9487-9496",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152967"}
@inproceedings{bb157098,
AUTHOR = "Miyata, M. and Shiraki, K. and Minoura, H. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.",
TITLE = "Relational Subgraph for Graph-based Path Prediction",
BOOKTITLE = MVA21,
YEAR = "2021",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152968"}
@inproceedings{bb157099,
AUTHOR = "Dominguez, M. and Ptucha, R.",
TITLE = "Directional Graph Networks with Hard Weight Assignments",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "7439-7446",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652grann4.html#TT152969"}
Last update:Jan 8, 2026 at 12:52:16