NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs

NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs

22 August 2022

Xiangliang Zhang

Nitesh V. Chawla

Papers citing "NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs"

14 / 14 papers shown

Title
Humans as a Calibration Pattern: Dynamic 3D Scene Reconstruction from Unsynchronized and Uncalibrated Videos Changwoon Choi Jeongjun Kim Geonho Cha Minkwan Kim Dongyoon Wee Young Min Kim 3DH 42 0 0 26 Dec 2024
HyperAggregation: Aggregating over Graph Edges with Hypernetworks N. Lell A. Scherp GNN 35 0 0 16 Jul 2024
Graph Knowledge Distillation to Mixture of Experts P. Rumiantsev Mark Coates 16 0 0 17 Jun 2024
UGMAE: A Unified Framework for Graph Masked Autoencoders Yijun Tian Chuxu Zhang Ziyi Kou Zheyuan Liu Xiangliang Zhang Nitesh V. Chawla 11 1 0 12 Feb 2024
Classifying Nodes in Graphs without GNNs Daniel Winter Niv Cohen Yedid Hoshen 162 2 0 08 Feb 2024
Graph Condensation for Inductive Node Representation Learning Xin Gao Tong Chen Yilong Zang Wentao Zhang Quoc Viet Hung Nguyen Kai Zheng Hongzhi Yin DD AI4CE 27 32 0 29 Jul 2023
Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs Taiqiang Wu Zhe Zhao Jiahao Wang Xingyu Bai Lei Wang Ngai Wong Yujiu Yang 49 9 0 24 Mar 2023
Structure-Aware Group Discrimination with Adaptive-View Graph Encoder: A Fast Graph Contrastive Learning Framework Zhenshuo Zhang Yun Zhu Haizhou Shi Siliang Tang 16 1 0 09 Mar 2023
Knowledge Distillation on Graphs: A Survey Yijun Tian Shichao Pei Xiangliang Zhang Chuxu Zhang Nitesh V. Chawla 10 28 0 01 Feb 2023
Do We Really Need Graph Neural Networks for Traffic Forecasting? Xu Liu Yuxuan Liang Chao Huang Hengchang Hu Yushi Cao Bryan Hooi Roger Zimmermann AI4TS 10 20 0 30 Jan 2023
Interpretable Node Representation with Attribute Decoding Xiaohui Chen Xi Chen Liping Liu 22 4 0 03 Dec 2022
Linkless Link Prediction via Relational Distillation Zhichun Guo William Shiao Shichang Zhang Yozen Liu Nitesh V. Chawla Neil Shah Tong Zhao 13 41 0 11 Oct 2022
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks Yijun Tian Chuxu Zhang Zhichun Guo Yihong Ma Ronald A Metoyer Nitesh V. Chawla 31 18 0 24 May 2022
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Mingli Song Dacheng Tao Xinchao Wang 141 222 0 23 Mar 2020