Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation

21 August 2022

Papers citing "Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation"

14 / 14 papers shown

Title
Causal Adjacency Learning for Spatiotemporal Prediction Over Graphs Zhaobin Mo Qingyuan Liu Baohua Yan Longxiang Zhang Xuan Di 62 1 0 25 Nov 2024
RW-NSGCN: A Robust Approach to Structural Attacks via Negative Sampling Shuqi He Jun Zhuang Ding Wang Jun Song AAML 27 0 0 13 Aug 2024
Towards Robust Vision Transformer via Masked Adaptive Ensemble Fudong Lin Jiadong Lou Xu Yuan Nianfeng Tzeng ViT AAML 18 1 0 22 Jul 2024
A Survey on the Application of Generative Adversarial Networks in Cybersecurity: Prospective, Direction and Open Research Scopes Md Mashrur Arifin Md Shoaib Ahmed Tanmai Kumar Ghosh Jun Zhuang Jyh-haw Yeh AAML 27 3 0 11 Jul 2024
Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs Shuqi He Jun Zhuang Ding Wang Luyao Peng Jun Song AAML 31 1 0 05 Jun 2024
Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection Yuan-Qi Bei Sheng Zhou Jinke Shi Yao Ma Haishuai Wang Jiajun Bu 24 1 0 25 Apr 2024
Task-Agnostic Detector for Insertion-Based Backdoor Attacks Weimin Lyu Xiao Lin Songzhu Zheng Lu Pang Haibin Ling Susmit Jha Chao Chen 43 25 0 25 Mar 2024
Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning Jun Zhuang C. Kennington 11 9 0 16 Feb 2024
Robust Node Representation Learning via Graph Variational Diffusion Networks Jun Zhuang M. A. Hasan 8 7 0 18 Dec 2023
ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance Ling-Hao Chen Yuanshuo Zhang Taohua Huang Liangcai Su Zeyi Lin Xi Xiao Xiaobo Xia Tongliang Liu NoLa 20 9 0 13 Dec 2023
Causality and Independence Enhancement for Biased Node Classification Guoxin Chen Yongqing Wang Fangda Guo Qinglang Guo Jiangli Shao Huawei Shen Xueqi Cheng CML AI4CE OOD 35 10 0 14 Oct 2023
Elastic Graph Neural Networks Xiaorui Liu W. Jin Yao Ma Yaxin Li Hua Liu Yiqi Wang Ming Yan Jiliang Tang 84 106 0 05 Jul 2021
Uncertainty Aware Semi-Supervised Learning on Graph Data Xujiang Zhao Feng Chen Shu Hu Jin-Hee Cho UQCV EDL BDL 102 130 0 24 Oct 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015