Robust Knowledge Adaptation for Dynamic Graph Neural Networks

22 July 2022

Papers citing "Robust Knowledge Adaptation for Dynamic Graph Neural Networks"

10 / 10 papers shown

Title
TiGer: Self-Supervised Purification for Time-evolving Graphs Hyeonsoo Jo Jongha Lee Fanchen Bu Kijung Shin 41 0 0 10 Mar 2025
UniDyG: A Unified and Effective Representation Learning Approach for Large Dynamic Graphs Yuanyuan Xu Wenjie Zhang Xuemin Lin Yuhang Zhang AI4TS 39 0 0 23 Feb 2025
A Diffusive Data Augmentation Framework for Reconstruction of Complex Network Evolutionary History En Xu Can Rong Jingtao Ding Yong Li 130 1 0 11 Jan 2025
Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks Jiaxing Miao Liang Hu Qi Zhang LongBing Cao CLL 51 0 0 27 Jul 2024
Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs Dongjin Lee Juho Lee Kijung Shin AAML 26 1 0 21 Aug 2023
Shared Growth of Graph Neural Networks via Prompted Free-direction Knowledge Distillation Kaituo Feng Yikun Miao Changsheng Li Ye Yuan Guoren Wang 32 0 0 02 Jul 2023
Towards Open Temporal Graph Neural Networks Kaituo Feng Changsheng Li Xiaolu Zhang Jun Zhou AI4CE 24 15 0 27 Mar 2023
Space-Invariant Projection in Streaming Network Embedding Yanwen Zhang Huiwen Wang Jichang Zhao 24 2 0 11 Mar 2023
Few-Shot Graph Learning for Molecular Property Prediction Zhichun Guo Chuxu Zhang W. Yu John E. Herr Olaf Wiest Meng Jiang Nitesh V. Chawla AI4CE 119 170 0 16 Feb 2021
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 169 1,078 0 13 Feb 2020