A Survey of Data-Efficient Graph Learning

A Survey of Data-Efficient Graph Learning

1 February 2024

Papers citing "A Survey of Data-Efficient Graph Learning"

15 / 15 papers shown

Title
A Pre-Training and Adaptive Fine-Tuning Framework for Graph Anomaly Detection Yunhui Liu Jiashun Cheng Jia Li Fugee Tsung Hongzhi Yin Tieke He 29 0 0 19 Apr 2025
Subset-Contrastive Multi-Omics Network Embedding Pedro H. C. Avelar Min-Ying Wu S. Tsoka 16 0 0 15 Apr 2025
Few-Shot Graph Out-of-Distribution Detection with LLMs Haoyan Xu Zhengtao Yao Yushun Dong Z. Wang Ryan Rossi Mengyuan Li Y. Zhao OODD 53 2 0 28 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 29 0 0 26 Aug 2024
DisenSemi: Semi-supervised Graph Classification via Disentangled Representation Learning Yifan Wang Xiao Luo Chong Chen Xian-Sheng Hua Ming Zhang Wei Ju 24 0 0 19 Jul 2024
Hypergraph-enhanced Dual Semi-supervised Graph Classification Wei Ju Zhengyan Mao Siyu Yi Yifang Qin Yiyang Gu Zhiping Xiao Yifan Wang Xiao Luo Ming Zhang 31 6 0 08 May 2024
A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges Wei Ju Siyu Yi Yifan Wang Zhiping Xiao Zhengyan Mao ... Senzhang Wang Xinwang Liu Xiao Luo Philip S. Yu Ming Zhang AI4CE 34 36 0 07 Mar 2024
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting Wei Ju Yusheng Zhao Yifang Qin Siyu Yi Jingyang Yuan Zhiping Xiao Xiao Luo Xiting Yan Ming Zhang 24 22 0 02 Mar 2024
COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing Yuqi Li Qingqing Long Yihang Zhou Yuchen Yan Xiao Luo Zeyu Dong Xuezhi Wang Zhen Meng Pengfei Wang VLM 39 3 0 26 Feb 2024
Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations Qingqing Long Zheng Fang Chen Fang Chong Chen Pengfei Wang Yuanchun Zhou AI4TS 22 12 0 02 Feb 2024
Empowering Graph Representation Learning with Test-Time Graph Transformation Wei Jin Tong Zhao Jiayu Ding Yozen Liu Jiliang Tang Neil Shah OOD 84 59 0 07 Oct 2022
KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification Wei Ju Junwei Yang Meng Qu Weiping Song Jianhao Shen Ming Zhang 21 42 0 21 May 2022
Label-invariant Augmentation for Semi-Supervised Graph Classification Han Yue Chunhui Zhang Chuxu Zhang Hongfu Liu 22 31 0 19 May 2022
Simple Contrastive Graph Clustering Yue Liu Xihong Yang Sihang Zhou Xinwang Liu GNN 36 109 0 11 May 2022
Self-supervised Contrastive Attributed Graph Clustering Wei Xia Quanxue Gao Ming Yang Xinbo Gao SSL 54 29 0 15 Oct 2021