Sihang Zhou
- Cluster-guided Contrastive Graph Clustering Network
2023/01/03 by Xihong Yang, Yue Liu, Yang, Xihong +15 · 9 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Recommender Systems and Techniques
- A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource
2022/11/23 by Yue Liu, Jun Xia, Liu, Yue +14 · 6 citations
Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
- DealMVC: Dual Contrastive Calibration for Multi-view Clustering
2023/08/17 by Xihong Yang, Yang, Xihong, Jiaqi Jin +17 · 6 citations
Social Sciences · Computer Science · #Advanced Computing and Algorithms #Video Surveillance and Tracking Methods #Face and Expression Recognition
- Simple Contrastive Graph Clustering
2022/05/11 by Yue Liu, Liu, Yue, Xihong Yang +5 · 4 citations
Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Advanced Computing and Algorithms
- Deep Fusion Clustering Network
2020/12/15 by Wenxuan Tu, Tu, Wenxuan, Sihang Zhou +11 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- CONVERT:Contrastive Graph Clustering with Reliable Augmentation
2023/08/17 by Xihong Yang, Cheng Tan, Yang, Xihong +17 · 5 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis
- Dink-Net: Neural Clustering on Large Graphs
2023/05/28 by Yue Liu, Liu, Yue, Ke Liang +11 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Advanced Clustering Algorithms Research
- Interpolation-based Contrastive Learning for Few-Label Semi-Supervised Learning
2022/02/24 by Xihong Yang, Yang, Xihong, Xiaochang Hu +7 · 2 citations
Environmental Science · Computer Science · #Evaluation Methods in Various Fields #Text and Document Classification Technologies #Machine Learning and Data Classification
- Deep Temporal Graph Clustering
2023/05/18 by Meng Liu, Yue Liu, Liu, Meng +10 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Distilling Reasoning Ability from Large Language Models with Adaptive Thinking
2024/04/14 by Xiaoshu Chen, Sihang Zhou, Chen, Xiaoshu +5 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
- Multi-View Spectral Clustering with High-Order Optimal Neighborhood Laplacian Matrix
2020/08/31 by Weixuan Liang, Liang, Weixuan, Sihang Zhou +13 · 1 citation
Computer Science · Engineering · Social Sciences · #Face and Expression Recognition #Remote-Sensing Image Classification #Advanced Computing and Algorithms
- GANN: Graph Alignment Neural Network for Semi-Supervised Learning
2023/03/14 by Linxuan Song, Wenxuan Tu, Song, Linxuan +7 · 1 citation
Computer Science · Physics and Astronomy · Materials Science · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Machine Learning in Materials Science
- Harness-G: A Graph-Structured Harness for Search Agents
2026/07/30 by Yanning Hou, Haoyuan Chen, Sihang Zhou +6
Computer Science · #cs.CL