Boosting Graph Neural Networks via Adaptive Knowledge Distillation

v1v2 (latest)

Boosting Graph Neural Networks via Adaptive Knowledge Distillation

12 October 2022

ArXiv (abs)PDF HTML

Papers citing "Boosting Graph Neural Networks via Adaptive Knowledge Distillation"

13 / 13 papers shown

Title
Scaled Supervision is an Implicit Lipschitz Regularizer Z. Ouyang Chunhui Zhang Yaning Jia Soroush Vosoughi BDL OffRL 126 1 0 19 Mar 2025
Toward Fair Graph Neural Networks Via Dual-Teacher Knowledge Distillation Chengyu Li Debo Cheng Guixian Zhang Yi Li Shichao Zhang 144 0 0 30 Nov 2024
Low-Dimensional Federated Knowledge Graph Embedding via Knowledge Distillation Xiaoxiong Zhang Zhiwei Zeng Xin Zhou Zhiqi Shen FedML 85 1 0 11 Aug 2024
LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving Sicen Guo Zhiyuan Wu Qijun Chen Ioannis Pitas Rui Fan Rui Fan 106 1 0 13 Mar 2024
Classifying Nodes in Graphs without GNNs Daniel Winter Niv Cohen Yedid Hoshen 238 2 0 08 Feb 2024
COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems Hao Tian Sourav Medya Wei Ye 98 4 0 14 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 96 21 0 08 Oct 2023
Shared Growth of Graph Neural Networks via Prompted Free-direction Knowledge Distillation Kaituo Feng Yikun Miao Changsheng Li Ye Yuan Guoren Wang 121 0 0 02 Jul 2023
Knowledge Distillation on Graphs: A Survey Yijun Tian Shichao Pei Xiangliang Zhang Chuxu Zhang Nitesh Chawla 82 35 0 01 Feb 2023
Linkless Link Prediction via Relational Distillation Zhichun Guo William Shiao Shichang Zhang Yozen Liu Nitesh Chawla Neil Shah Tong Zhao 118 43 0 11 Oct 2022
NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs Yijun Tian Chuxu Zhang Zhichun Guo Xiangliang Zhang Nitesh Chawla 105 14 0 22 Aug 2022
Graph-based Molecular Representation Learning Zhichun Guo Kehan Guo B. Nan Yijun Tian Roshni G. Iyer ... Olaf Wiest Xiangliang Zhang Wei Wang Chuxu Zhang Nitesh Chawla AI4CE 84 64 0 08 Jul 2022
Contrastive Representation Distillation Yonglong Tian Dilip Krishnan Phillip Isola 236 1,057 0 23 Oct 2019