Supervised Graph Contrastive Learning for Gene Regulatory Networks

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Supervised Graph Contrastive Learning for Gene Regulatory Networks

23 May 2025

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Papers citing "Supervised Graph Contrastive Learning for Gene Regulatory Networks"

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Title
MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph DataNeural Information Processing Systems (NeurIPS), 2023 Tianyu Liu Yuge Wang Rex Ying Hongyu Zhao 233 31 0 29 Sep 2023
A Comprehensive Survey on Deep Graph Representation LearningNeural Networks (Neural Netw.), 2023 Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 462 252 0 11 Apr 2023
Cost Sensitive GNN-based Imbalanced Learning for Mobile Social Network Fraud DetectionIEEE Transactions on Computational Social Systems (IEEE TCSS), 2023 Xinxin Hu Haotian Chen Hongchang Chen Shuxin Liu Xing Li Shibo Zhang Yahui Wang Xiangyang Xue GNN 171 39 0 28 Mar 2023
On Understanding and Mitigating the Dimensional Collapse of Graph Contrastive Learning: a Non-Maximum Removal Approach Jiawei Sun Ruoxin Chen Jie Li Chentao Wu Yue Ding Junchi Yan 154 1 0 24 Mar 2022
Graph Contrastive Learning AutomatedInternational Conference on Machine Learning (ICML), 2021 Yuning You Tianlong Chen Yang Shen Zinan Lin 263 573 0 10 Jun 2021
Self-supervised Learning on Graphs: Contrastive, Generative,or PredictiveIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Lirong Wu Haitao Lin Zhangyang Gao Cheng Tan Stan.Z.Li SSL 277 307 0 16 May 2021
Graph Contrastive Learning with Adaptive AugmentationThe Web Conference (WWW), 2020 Yanqiao Zhu Yichen Xu Feng Yu Qiang Liu Shu Wu Liang Wang 392 1,316 0 27 Oct 2020
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised ClassificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Yunsheng Shi Zhengjie Huang Shikun Feng Hui Zhong Wenjin Wang Yu Sun AI4CE 557 970 0 08 Sep 2020
Deep Graph Contrastive Representation Learning Yanqiao Zhu Yichen Xu Feng Yu Qiang Liu Shu Wu Liang Wang SSL 291 972 0 07 Jun 2020
Optuna: A Next-generation Hyperparameter Optimization FrameworkKnowledge Discovery and Data Mining (KDD), 2019 Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 904 7,981 0 25 Jul 2019
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 483 4,081 0 21 Nov 2016