Hard Sample Aware Network for Contrastive Deep Graph Clustering

16 December 2022

Papers citing "Hard Sample Aware Network for Contrastive Deep Graph Clustering"

50 / 56 papers shown

Title
CAE-DFKD: Bridging the Transferability Gap in Data-Free Knowledge Distillation Zherui Zhang Changwei Wang Rongtao Xu W. Xu Shibiao Xu Yu Zhang Li Guo 26 0 0 30 Apr 2025
Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution Songran Bai Yuheng Ji Yue Liu Xingwei Zhang Xiaolong Zheng D. Zeng 36 0 0 01 Apr 2025
A Binary Classification Social Network Dataset for Graph Machine Learning Adnan Ali Jinglong Li Huanhuan Chen AlMotasem Bellah Al Ajlouni GNN 55 0 0 04 Mar 2025
Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation Yuheng Ji Yue Liu Zhicheng Zhang Zhao Zhang Yuting Zhao Gang Zhou Xingwei Zhang Xinwang Liu Xiaolong Zheng VLM 103 4 0 21 Feb 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng Tong Wang Lele Fu Sheng Huang Chuan Chen Tao Zhang 77 0 0 17 Feb 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space Xin He Y. Wang Wenqi Fan Xu Shen Xin Juan Rui Miao Xin Wang 61 0 0 26 Jan 2025
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations Ao Zhou Bin Liu Jin Wang Grigorios Tsoumakas UQCV 71 0 0 21 Dec 2024
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection Xinting Liao Weiming Liu Pengyang Zhou Fengyuan Yu Jiahe Xu Jun Wang Wenjie Wang Chaochao Chen Xiaolin Zheng FedML OODD 28 2 0 15 Oct 2024
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance Chusheng Zeng Bocheng Wang Jinghui Yuan Rong Wang Mulin. Chen 21 0 0 22 Aug 2024
Structure-enhanced Contrastive Learning for Graph Clustering Xunlian Wu Jingqi Hu Anqi Zhang Yining Quan Qiguang Miao Peng Gang Sun 16 0 0 19 Aug 2024
Adaptive Self-supervised Robust Clustering for Unstructured Data with Unknown Cluster Number Chen-Lu Ding Jiancan Wu Wei Lin Shiyang Shen Xiang Wang Yancheng Yuan 27 0 0 29 Jul 2024
Modularity aided consistent attributed graph clustering via coarsening Samarth Bhatia Yukti Makhija Manoj Kumar Sandeep Kumar 20 0 0 09 Jul 2024
Synergistic Deep Graph Clustering Network Benyu Wu Shifei Ding Xiao Xu Lili Guo Ling Ding Xindong Wu 21 0 0 22 Jun 2024
From Overfitting to Robustness: Quantity, Quality, and Variety Oriented Negative Sample Selection in Graph Contrastive Learning Adnan Ali Jinlong Li Huanhuan Chen Ali Kashif Bashir 19 0 0 21 Jun 2024
Rethinking Independent Cross-Entropy Loss For Graph-Structured Data Rui Miao Kaixiong Zhou Yili Wang Ninghao Liu Ying Wang Xin Wang 21 2 0 24 May 2024
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning Zhuo Xu Lu Bai Lixin Cui Ming Li Yue Wang Edwin R. Hancock GNN 19 1 0 23 May 2024
Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering Jingxin Wang Renxiang Guan Kainan Gao Zihao Li Hao Li Xianju Li Chang-Fu Tang 14 1 0 08 Apr 2024
Generative-Contrastive Heterogeneous Graph Neural Network Yu-Chiang Frank Wang Lei Sang Yi Zhang Yiwen Zhang X. Wu 44 0 0 03 Apr 2024
Block-Diagonal Guided DBSCAN Clustering Weibing Zhao 18 8 0 31 Mar 2024
Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples Ao Zhou Bin Liu Jin Wang Grigorios Tsoumakas 21 2 0 27 Mar 2024
A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer Zhangyang Gao Daize Dong Cheng Tan Jun-Xiong Xia Bozhen Hu Stan Z. Li 41 1 0 04 Feb 2024
Deep Clustering with Diffused Sampling and Hardness-aware Self-distillation Hai-Xin Zhang Dong Huang 16 0 0 25 Jan 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation Yue Liu Shihao Zhu Jun-Xiong Xia Yingwei Ma Jian Ma Wenliang Zhong Xinwang Liu Guannan Zhang Kejun Zhang 16 9 0 11 Jan 2024
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective Haoyi Xiong Xuhong Li Xiaofei Zhang Jiamin Chen Xinhao Sun Yuchen Li Zeyi Sun Mengnan Du XAI 18 7 0 09 Jan 2024
Learning Uniform Clusters on Hypersphere for Deep Graph-level Clustering Mengling Hu Chaochao Chen Weiming Liu Xinyi Zhang Xinting Liao Xiaolin Zheng 13 3 0 23 Nov 2023
Complexity-Guided Curriculum Learning for Text Graphs Nidhi Vakil Hadi Amiri 34 2 0 22 Nov 2023
Data-centric Graph Learning: A Survey Jixi Liu Deyu Bo Cheng Yang Haoran Dai Qi Zhang Yixin Xiao Yufei Peng Chuan Shi GNN 8 19 0 08 Oct 2023
Hodge-Aware Contrastive Learning Alexander Mollers Alexander Immer Vincent Fortuin Elvin Isufi 17 1 0 14 Sep 2023
Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning Jingcan Duan Pei Zhang Siwei Wang Jingtao Hu Hu Jin Jiaxin Zhang Haifang Zhou Xinwang Liu 19 9 0 12 Sep 2023
Asymmetric double-winged multi-view clustering network for exploring Diverse and Consistent Information Qun Zheng Xihong Yang Siwei Wang Xinru An Qi Liu 16 5 0 01 Sep 2023
Efficient Multi-View Graph Clustering with Local and Global Structure Preservation Yi Wen Suyuan Liu Xinhang Wan Siwei Wang K. Liang Xinwang Liu Xihong Yang Pei Zhang 15 18 0 31 Aug 2023
Scalable Incomplete Multi-View Clustering with Structure Alignment Yi Wen Siwei Wang K. Liang Weixuan Liang Xinhang Wan Xinwang Liu Suyuan Liu Jiyuan Liu En Zhu 24 13 0 31 Aug 2023
Unified and Dynamic Graph for Temporal Character Grouping in Long Videos Xiujun Shu Wei Wen Liangsheng Xu Ruizhi Qiao Taian Guo Hanjun Li Bei Gan Xiao Wang Xing Sun 24 0 0 27 Aug 2023
DealMVC: Dual Contrastive Calibration for Multi-view Clustering Xihong Yang Jiaqi Jin Siwei Wang K. Liang Yue Liu Yi Wen Suyuan Liu Sihang Zhou Xinwang Liu En Zhu 22 54 0 17 Aug 2023
CONVERT:Contrastive Graph Clustering with Reliable Augmentation Xihong Yang Cheng Tan Yue Liu K. Liang Siwei Wang Sihang Zhou Jun-Xiong Xia Stan Z. Li Xinwang Liu En Zhu 27 35 0 17 Aug 2023
Reinforcement Graph Clustering with Unknown Cluster Number Yue Liu K. Liang Jun-Xiong Xia Xihong Yang Sihang Zhou Meng Liu Xinwang Liu Stan Z. Li GNN 29 26 0 13 Aug 2023
Transforming Graphs for Enhanced Attribute Clustering: An Innovative Graph Transformer-Based Method Shuo Han Jiachegn Liu Jiayun Wu Yinan Chen Li Tao 8 0 0 20 Jun 2023
Dink-Net: Neural Clustering on Large Graphs Yue Liu K. Liang Jun-Xiong Xia Sihang Zhou Xihong Yang Xinwang Liu Stan Z. Li GNN 17 52 0 28 May 2023
Message Intercommunication for Inductive Relation Reasoning K. Liang Lingyuan Meng Sihang Zhou Siwei Wang Wenxuan Tu Yue Liu Meng Liu Xinwang Liu LRM 14 13 0 23 May 2023
Contrastive Graph Clustering in Curvature Spaces Li Sun Feiyang Wang Junda Ye Hao Peng Philip S. Yu 8 17 0 05 May 2023
SARF: Aliasing Relation Assisted Self-Supervised Learning for Few-shot Relation Reasoning Lingyuan Meng K. Liang Bin Xiao Sihang Zhou Yue Liu Meng Liu Xihong Yang Xinwang Liu 8 12 0 20 Apr 2023
RARE: Robust Masked Graph Autoencoder Wenxuan Tu Qing Liao Sihang Zhou Xin Peng Chuan Ma Zhe Liu Xinwang Liu Zhiping Cai 16 8 0 04 Apr 2023
Deep Incomplete Multi-view Clustering with Cross-view Partial Sample and Prototype Alignment Jiaqi Jin Siwei Wang Zhibin Dong Xinwang Liu En Zhu 11 43 0 28 Mar 2023
GANN: Graph Alignment Neural Network for Semi-Supervised Learning Linxuan Song Wenxuan Tu Sihang Zhou Xinwang Liu En Zhu 14 1 0 14 Mar 2023
Curriculum Graph Machine Learning: A Survey Haoyang Li Xin Eric Wang Wenwu Zhu 15 16 0 06 Feb 2023
Affinity Uncertainty-based Hard Negative Mining in Graph Contrastive Learning Chaoxi Niu Guansong Pang Ling-Hao Chen 6 8 0 31 Jan 2023
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource Yue Liu Jun-Xiong Xia Sihang Zhou Xihong Yang K. Liang Chenchen Fan Zhuang Yan Stan Z. Li Xinwang Liu Kunlun He OOD 19 15 0 23 Nov 2022
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 11 76 0 19 Nov 2022
Local Sample-weighted Multiple Kernel Clustering with Consensus Discriminative Graph Liangchi Li Siwei Wang Xinwang Liu En Zhu Li Shen KenLi Li Keqin Li 62 32 0 05 Jul 2022
Mixed Graph Contrastive Network for Semi-Supervised Node Classification Xihong Yang Yue Liu Sihang Zhou Xinwang Liu En Zhu Sihang Zhou Xinwang Liu En Zhu SSL 33 25 0 06 Jun 2022