Model-Agnostic Augmentation for Accurate Graph Classification

Model-Agnostic Augmentation for Accurate Graph Classification

21 February 2022

Papers citing "Model-Agnostic Augmentation for Accurate Graph Classification"

16 / 16 papers shown

Title
AugWard: Augmentation-Aware Representation Learning for Accurate Graph Classification Minjun Kim Jaehyeon Choi SeungJoo Lee Jinhong Jung U. Kang OOD GNN 44 0 0 27 Mar 2025
GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation Junyu Luo Yiyang Gu Xiao Luo Wei Ju Zhiping Xiao Yusheng Zhao Jingyang Yuan Ming Zhang 27 7 0 22 Oct 2024
TopER: Topological Embeddings in Graph Representation Learning Astrit Tola Funmilola Mary Taiwo Cüneyt Gürcan Akçora Baris Coskunuzer 18 0 0 02 Oct 2024
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors Shenghe Zheng Hongzhi Wang Xianglong Liu 34 3 0 02 May 2024
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classification Yutong Xia Runpeng Yu Yuxuan Liang Xavier Bresson Xinchao Wang Roger Zimmermann 35 4 0 18 Jan 2024
Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity Zhihao Zhu Chenwang Wu Rui Fan Yi Yang Defu Lian Enhong Chen AAML 12 0 0 18 Dec 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
Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications Xinyu Ma Xu Chu Yasha Wang Yang Lin Junfeng Zhao Liantao Ma Wenwu Zhu 20 5 0 28 Jun 2023
Graph Mixup with Soft Alignments Hongyi Ling Zhimeng Jiang Meng Liu Shuiwang Ji Na Zou AAML 17 21 0 11 Jun 2023
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification Nan Yin Libin Shen Mengzhu Wang L. Lan Zeyu Ma C. L. Philip Chen Xiansheng Hua Xiao Luo 24 41 0 08 Jun 2023
EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost Jaeseung Heo Seungbeom Lee Sungsoo Ahn Dongwoo Kim 11 1 0 02 Jun 2023
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification Lanning Wei Zhiqiang He Huan Zhao Quanming Yao 16 16 0 17 Feb 2023
Data Augmentation on Graphs: A Technical Survey Jiajun Zhou Chenxuan Xie Shengbo Gong Z. Wen Xiangyu Zhao Qi Xuan Xiaoniu Yang AI4TS 11 8 0 20 Dec 2022
Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift Yongduo Sui Qitian Wu Jiancan Wu Qing Cui Longfei Li An Zhang Xiang Wang Xiangnan He OOD 17 31 0 05 Nov 2022
Time-aware Random Walk Diffusion to Improve Dynamic Graph Learning Jong-whi Lee Jinhong Jung 6 9 0 02 Nov 2022
ifMixup: Interpolating Graph Pair to Regularize Graph Classification Hongyu Guo Yongyi Mao 4 9 0 18 Oct 2021