Adaptive Label Smoothing To Regularize Large-Scale Graph Training

Adaptive Label Smoothing To Regularize Large-Scale Graph Training

SDM (SDM), 2021

30 August 2021

Ninghao Liu

Fan Yang

ArXiv (abs)PDF HTML

Papers citing "Adaptive Label Smoothing To Regularize Large-Scale Graph Training"

11 / 11 papers shown

Title
VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization Mingxiao Li Na Su Fang Qu Zhizhou Zhong Ziyang Chen Rui Wang Zhaopeng Tu Xiaolong Li 106 3 0 16 May 2025
Efficient Sharpness-Aware Minimization for Molecular Graph Transformer ModelsInternational Conference on Learning Representations (ICLR), 2024 Yili Wang Kaixiong Zhou Ninghao Liu Ying Wang Xin Wang 102 11 0 19 Jun 2024
Rethinking Independent Cross-Entropy Loss For Graph-Structured Data Rui Miao Kaixiong Zhou Yili Wang Ninghao Liu Ying Wang Xin Wang 138 5 0 24 May 2024
Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models Xu Shen Yili Wang Kaixiong Zhou Shirui Pan Xin Wang 189 19 0 24 Apr 2024
Editable Graph Neural Network for Node Classifications Zirui Liu Zhimeng Jiang Shaochen Zhong Kaixiong Zhou Li Li Rui Chen Soo-Hyun Choi Helen Zhou 119 8 0 24 May 2023
RSC: Accelerating Graph Neural Networks Training via Randomized Sparse ComputationsInternational Conference on Machine Learning (ICML), 2022 Zirui Liu Sheng-Wei Chen Kaixiong Zhou Daochen Zha Xiao Huang Helen Zhou 174 22 0 19 Oct 2022
Graph Soft-Contrastive Learning via Neighborhood Ranking Zhiyuan Ning P. Wang Pengyang Wang Ziyue Qiao Wei Fan Denghui Zhang Yi Du Yuanchun Zhou 183 17 0 28 Sep 2022
CAP: Co-Adversarial Perturbation on Weights and Features for Improving Generalization of Graph Neural Networks Hao Xue Kaixiong Zhou Tianlong Chen Kai Guo Helen Zhou Yi Chang Xin Wang AAML 131 19 0 28 Oct 2021
Graph Condensation for Graph Neural Networks Wei Jin Lingxiao Zhao Shichang Zhang Yozen Liu Shucheng Zhou Neil Shah DD AI4CE 301 178 0 14 Oct 2021
Orthogonal Graph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2021 Kai Guo Kaixiong Zhou Helen Zhou Yu Li Yi Chang Xin Wang 136 39 0 23 Sep 2021
Calibrating and Improving Graph Contrastive Learning Kaili Ma Prachi Agrawal Han Yang Yongqiang Chen James Cheng 167 7 0 27 Jan 2021

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