Graph Soft-Contrastive Learning via Neighborhood Ranking

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Graph Soft-Contrastive Learning via Neighborhood Ranking

28 September 2022

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Papers citing "Graph Soft-Contrastive Learning via Neighborhood Ranking"

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Title
scCluBench: Comprehensive Benchmarking of Clustering Algorithms for Single-Cell RNA Sequencing Ping Xu Zaitian Wang Zhirui Wang Pengjiang Li Jiajia Wang Ran Zhang Pengfei Wang Yuanchun Zhou 12 0 0 02 Dec 2025
Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity LinkingInternational Conference on Intelligent Computing (ICIC), 2025 Yihao Ai Zhiyuan Ning Weiwei Dai P. Wang Yi Du Wenjuan Cui Kunpeng Liu Yuanchun Zhou 113 1 0 26 May 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Hao Dong Ziyue Qiao Zhiyuan Ning Qi Hao Yi Du Pengyang Wang Yuanchun Zhou 195 0 0 20 May 2025
scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing DataInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Ping Xu Zhiyuan Ning Pengjiang Li Wenhao Liu Pengyang Wang Jiaxu Cui Yuanchun Zhou Meng Xiao 367 6 0 19 May 2025
Rethinking Graph Contrastive Learning through Relative Similarity PreservationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Zhiyuan Ning Meng Xiao Ziyue Qiao Pengyang Wang Yuanchun Zhou 933 5 0 08 May 2025
Deep Cut-informed Graph Embedding and ClusteringInformation Fusion (Inf. Fusion), 2025 Zhiyuan Ning Zaitian Wang Ran Zhang Ping Xu Kunpeng Liu ... Chong Chen Pengfei Wang Yuanchun Zhou Erik Cambria Chong Chen GNN 438 10 0 09 Mar 2025
Towards Graph Prompt Learning: A Survey and Beyond Qingqing Long Yuchen Yan Peiyan Zhang Chen Fang Wentao Cui ... Shiyue Jiang Zheng Fang Chong Chen Xian-Sheng Hua Yuanchun Zhou AI4CE 213 1 0 26 Aug 2024
Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting Wei Fan Kun Yi Hangting Ye Zhiyuan Ning Tao Gui Ning An AI4TS 174 15 0 29 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 195 2 0 21 Jun 2024
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based OptimizationInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Zhiyuan Ning Chunlin Tian Meng Xiao Wei Fan Pengyang Wang Li Li P. Wang Yuanchun Zhou 164 14 0 10 May 2024
scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph Embedding Ping Xu Zhiyuan Ning Meng Xiao Guihai Feng Xin Li Yuanchun Zhou Pengfei Wang 176 8 0 09 Apr 2024
Smoothed Graph Contrastive Learning via Seamless Proximity Integration M. Behmanesh M. Ovsjanikov 273 0 0 23 Feb 2024
Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method Yulan Hu Ouyang Sheng Jingyu Liu Ge Chen Zhirui Yang Junchen Wan Fuzheng Zhang Zhongyuan Wang Yong Liu 161 2 0 23 Oct 2023
Beyond Homophily: Reconstructing Structure for Graph-agnostic ClusteringInternational Conference on Machine Learning (ICML), 2023 Erlin Pan Zhao Kang 137 59 0 03 May 2023
Contrastive Multi-View Representation Learning on GraphsInternational Conference on Machine Learning (ICML), 2020 Kaveh Hassani Amir Hosein Khas Ahmadi SSL 660 1,555 0 10 Jun 2020