Yue Liu · National University of Singapore

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Works69 from public data

TitleCited by

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024
354
Deep Graph Clustering via Dual Correlation Reduction
Proceedings of the AAAI Conference on Artificial Intelligence · 2022
338
Simple Contrastive Graph Clustering
IEEE Transactions on Neural Networks and Learning Systems · 2023
209
DealMVC: Dual Contrastive Calibration for Multi-view Clustering
ACM International Conference on Multimedia (ACM MM) · 2023
189
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure
IEEE Transactions on Knowledge and Data Engineering · 2023
166
Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2023
145
Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View
Proceedings of the AAAI Conference on Artificial Intelligence · 2023
135
Cluster-Guided Contrastive Graph Clustering Network
Proceedings of the AAAI Conference on Artificial Intelligence · 2023
133
Hard Sample Aware Network for Contrastive Deep Graph Clustering
Proceedings of the AAAI Conference on Artificial Intelligence · 2023
128
Contrastive Multiview Subspace Clustering of Hyperspectral Images Based on Graph Convolutional Networks
IEEE Transactions on Geoscience and Remote Sensing · 2024
119
CONVERT: Contrastive Graph Clustering with Reliable Augmentation
ACM International Conference on Multimedia (ACM MM) · 2023
92
Dink-Net: Neural Clustering on Large Graphs
arXiv · 2023
87
Deep Temporal Graph Clustering
arXiv · 2023
78
UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs
Yufei He, Yuan Sui, Xiaoxin He, Yue Liu, Yifei Sun, Bryan Hooi
Proceedings of the ACM on Web Conference 2025 · 2025
68
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource
arXiv · 2022
66
Initializing Then Refining: A Simple Graph Attribute Imputation Network
International Joint Conference on Artificial Intelligence · 2022
53
Reinforcement Graph Clustering with Unknown Cluster Number
ACM International Conference on Multimedia (ACM MM) · 2023
51
TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification
ACM International Conference on Multimedia (ACM MM) · 2023
47
MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs
Proceedings of the AAAI Conference on Artificial Intelligence · 2024
46
Mixed Graph Contrastive Network for Semi-supervised Node Classification
ACM Transactions on Knowledge Discovery from Data · 2024
45
Hierarchically Contrastive Hard Sample Mining for Graph Self-Supervised Pretraining
IEEE Transactions on Neural Networks and Learning Systems · 2023
36
GraphLearner: Graph Node Clustering with Fully Learnable Augmentation
ACM International Conference on Multimedia (ACM MM) · 2024
33
Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning
ACM International Conference on Multimedia (ACM MM) · 2024
33
BGAE: Auto-Encoding Multi-View Bipartite Graph Clustering
IEEE Transactions on Knowledge and Data Engineering · 2024
28
SARF: Aliasing Relation–Assisted Self-Supervised Learning for Few-Shot Relation Reasoning
IEEE Transactions on Neural Networks and Learning Systems · 2024
27

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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