2025
WAGE: Weight-Sharing Attribute-Missing Graph Autoencoder.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2025
IIM-ARE: An Effective Interactive Incentive Mechanism Based on Adaptive Reputation Evaluation for Mobile Crowd Sensing.
IEEE Internet Things J., June, 2025
Improved Dual Correlation Reduction Network With Affinity Recovery.
IEEE Trans. Neural Networks Learn. Syst., April, 2025
Self-Supervised Temporal Graph Learning With Temporal and Structural Intensity Alignment.
IEEE Trans. Neural Networks Learn. Syst., April, 2025
Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network.
IEEE Trans. Neural Networks Learn. Syst., February, 2025
GZOO: Black-Box Node Injection Attack on Graph Neural Networks via Zeroth-Order Optimization.
IEEE Trans. Knowl. Data Eng., January, 2025
Federated Graph-Level Clustering Network.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Hierarchically Contrastive Hard Sample Mining for Graph Self-Supervised Pretraining.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Simple Contrastive Graph Clustering.
IEEE Trans. Neural Networks Learn. Syst., October, 2024
RARE: Robust Masked Graph Autoencoder.
IEEE Trans. Knowl. Data Eng., October, 2024
HSNet: An Intelligent Hierarchical Semantic-Aware Network System for Real-Time Semantic Segmentation.
IEEE Trans. Syst. Man Cybern. Syst., July, 2024
Deep Fusion Clustering Network With Reliable Structure Preservation.
IEEE Trans. Neural Networks Learn. Syst., June, 2024
Multi-view graph imputation network.
Inf. Fusion, February, 2024
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure.
IEEE Trans. Knowl. Data Eng., January, 2024
Scalable and Structural Multi-View Graph Clustering With Adaptive Anchor Fusion.
IEEE Trans. Image Process., 2024
Spatial-Spectral Graph Contrastive Clustering With Hard Sample Mining for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2024
Contrastive Multiview Subspace Clustering of Hyperspectral Images Based on Graph Convolutional Networks.
IEEE Trans. Geosci. Remote. Sens., 2024
GANN: Graph Alignment Neural Network for semi-supervised learning.
Pattern Recognit., 2024
Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Dynamic Position Transformation and Boundary Refinement Network for Left Atrial Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
TabSec: A Collaborative Framework for Novel Insider Threat Detection.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2024
Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Deep Temporal Graph Clustering.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
A Non-parametric Graph Clustering Framework for Multi-View Data.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Attribute-Missing Graph Clustering Network.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
scDFC: A deep fusion clustering method for single-cell RNA-seq data.
Briefings Bioinform., July, 2023
Message Intercommunication for Inductive Relation Reasoning.
CoRR, 2023
RARE: Robust Masked Graph Autoencoder.
CoRR, 2023
GANN: Graph Alignment Neural Network for Semi-Supervised Learning.
CoRR, 2023
Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network.
CoRR, 2023
Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment.
CoRR, 2023
Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Cluster-Guided Contrastive Graph Clustering Network.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Hard Sample Aware Network for Contrastive Deep Graph Clustering.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Spare simple MKKM with semi-infinite linear program optimization.
Int. J. Intell. Syst., 2022
MIFNet: A lightweight multiscale information fusion network.
Int. J. Intell. Syst., 2022
Reasoning over Different Types of Knowledge Graphs: Static, Temporal and Multi-Modal.
CoRR, 2022
A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application.
CoRR, 2022
Relational Symmetry based Knowledge Graph Contrastive Learning.
CoRR, 2022
Improved Dual Correlation Reduction Network.
CoRR, 2022
Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Initializing Then Refining: A Simple Graph Attribute Imputation Network.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Attributed Graph Clustering with Dual Redundancy Reduction.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Highly-efficient Incomplete Largescale Multiview Clustering with Consensus Bipartite Graph.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Deep Graph Clustering via Dual Correlation Reduction.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
DFFNet: An IoT-perceptive dual feature fusion network for general real-time semantic segmentation.
Inf. Sci., 2021
Siamese Attribute-missing Graph Auto-encoder.
CoRR, 2021
Multi-view Clustering with Deep Matrix Factorization and Global Graph Refinement.
CoRR, 2021
Deep Distribution-preserving Incomplete Clustering with Optimal Transport.
CoRR, 2021
Scalable Multi-view Subspace Clustering with Unified Anchors.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Self-Representation Subspace Clustering for Incomplete Multi-view Data.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
One Pass Late Fusion Multi-view Clustering.
Proceedings of the 38th International Conference on Machine Learning, 2021
Deep Fusion Clustering Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Context-Integrated and Feature-Refined Network for Lightweight Object Parsing.
IEEE Trans. Image Process., 2020
Hybrid Dilated Convolution Network Using Attentive Kernels for Real-Time Semantic Segmentation.
Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020
2019
Context-Integrated and Feature-Refined Network for Lightweight Urban Scene Parsing.
CoRR, 2019
DDoS Attack Detection Method Based on V-Support Vector Machine.
Proceedings of the Cyberspace Safety and Security - 11th International Symposium, 2019
2018
ECNet: An Efficient and Context-Aware Network for Street Scene Parsing.
Proceedings of the 9th International Symposium on Parallel Architectures, 2018