Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

Papers citing "Semi-Supervised Classification with Graph Convolutional Networks"

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Title
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 84 8 0 21 Jan 2025
Spatiotemporal Air Quality Mapping in Urban Areas Using Sparse Sensor Data, Satellite Imagery, Meteorological Factors, and Spatial Features Osama Ahmad Zubair Khalid Muhammad Ahmad Tahir M. Uppal 36 0 0 20 Jan 2025
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks Michael Schwingshackl Fabio Francisco Oberweger Markus Murschitz 53 1 0 20 Jan 2025
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction Izzeddin Teeti Aniket Thomas Munish Monga S. Kumar Uddeshya Singh Andrew Bradley Biplab Banerjee Fabio Cuzzolin 58 0 0 20 Jan 2025
RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning Jiapeng Zhu Zichen Ding Jianxiang Yu Jiaqi Tan Xiang Li Weining Qian OffRL 157 3 0 20 Jan 2025
GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models Jiadong Lou Xu Yuan Rui Zhang Xingliang Yuan Neil Gong N. Tzeng AAML 50 1 0 19 Jan 2025
Dynamic Trend Fusion Module for Traffic Flow Prediction Jing Chen Haocheng Ye Zhian Ying Yuntao Sun Wenqiang Xu AI4TS 42 7 0 18 Jan 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification Yuqi Liu Fausto Giunchiglia Lan Huang Ximing Li Xiaoyue Feng Renchu Guan 44 0 0 17 Jan 2025
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 72 20 0 17 Jan 2025
MatrixNet: Learning over symmetry groups using learned group representations Lucas Laird Circe Hsu Asilata Bapat Robin Walters AI4CE 53 0 0 17 Jan 2025
Higher-Order Topological Directionality and Directed Simplicial Neural Networks M. Lecha Andrea Cavallo Francesca Dominici Elvin Isufi Claudio Battiloro AI4CE 159 3 0 17 Jan 2025
MVGT: A Multi-view Graph Transformer Based on Spatial Relations for EEG Emotion Recognition Yanjie Cui Xiaohong Liu Jing Liang Yamin Fu 70 1 0 17 Jan 2025
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 57 0 0 17 Jan 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay Xinjian Zhao Wei Pang Xiangru Jian Yaoyao Xu Chaolong Ying Tianshu Yu 61 0 0 17 Jan 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation Wei Chen Guo Ye Yakun Wang Zhao Zhang Libang Zhang Daxin Wang Qing Cui Fuzhen Zhuang 98 2 0 17 Jan 2025
Spatio-Temporal Graph Convolutional Networks: Optimised Temporal Architecture Edward Turner GNN 43 1 0 14 Jan 2025
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights Jiajia Xie Sheng Zhang Beihao Xia Zhu Xiao Hongbo Jiang Siwang Zhou Zheng Qin Hongyang Chen 49 9 0 13 Jan 2025
Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning Zhong Peng Yishi Xu Gerong Wang Wenchao Chen Bo Chen Jing Zhang CoGe 47 0 0 13 Jan 2025
CDC: A Simple Framework for Complex Data Clustering Zhao Kang Xuanting Xie Bingheng Li Erlin Pan 89 8 0 10 Jan 2025
Hyper-3DG: Text-to-3D Gaussian Generation via Hypergraph Donglin Di Jiahui Yang Chaofan Luo Zhou Xue Wei Chen Xun Yang Yue Gao 3DGS 68 11 0 10 Jan 2025
Optimality of Message-Passing Architectures for Sparse Graphs Aseem Baranwal K. Fountoulakis Aukosh Jagannath 83 11 0 10 Jan 2025
Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification: Technical Report Haipeng Ding Zhewei Wei Yuhang Ye 61 0 0 08 Jan 2025
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection Ruijun Feng Hammond Pearce Pietro Liguori Yulei Sui 49 0 0 08 Jan 2025
Data-Driven Radio Propagation Modeling using Graph Neural Networks Adrien Bufort Laurent Lebocq Stefan Cathabard GNN 59 3 0 08 Jan 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence Liekang Zeng Shengyuan Ye Xu Chen Xiaoxi Zhang Ju Ren Jian Tang Yang Yang Xuemin Shen 67 2 0 08 Jan 2025
FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation Jimeng Shi Zeda Yin Arturo S. Leon J. Obeysekera Giri Narasimhan AI4CE 41 1 0 08 Jan 2025
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning Zhe-Rui Yang Jindong Han Chang-Dong Wang Hao Liu OffRL 40 1 0 08 Jan 2025
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks Atmane Ayoub Mansour Bahar Kamel Soaid Ferrahi Mohamed-Lamine Messai H. Seba Karima Amrouche 44 0 0 08 Jan 2025
STContext: A Multifaceted Dataset for Developing Context-aware Spatio-temporal Crowd Mobility Prediction Models Liyue Chen Jiangyi Fang Tengfei Liu Fangyuan Gao Leye Wang AI4TS 43 0 0 08 Jan 2025
Multimodal Multihop Source Retrieval for Web Question Answering Navya Yarrabelly Saloni Mittal 41 0 0 07 Jan 2025
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion Dong Hyun Jeon Wenbo Sun Haoze Song Dongfang Liu Velasquez Alvaro Yixin Xie Shuteng Niu 55 0 0 07 Jan 2025
Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization Song Wang Xiaodong Yang Rashidul Islam Huiyuan Chen Minghua Xu Jundong Li Yiwei Cai OODD 75 2 0 07 Jan 2025
Optimizing Supply Chain Networks with the Power of Graph Neural Networks Chi-Sheng Chen Ying-Jung Chen AI4TS 50 3 0 07 Jan 2025
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality Joshua Southern Yam Eitan Guy Bar-Shalom Michael M. Bronstein Haggai Maron Fabrizio Frasca 51 1 0 06 Jan 2025
Holistic Semantic Representation for Navigational Trajectory Generation Ji Cao Tongya Zheng Qinghong Guo Yu Wang Junshu Dai Shunyu Liu Jie Yang Jie Song Mingli Song 46 0 0 06 Jan 2025
DiffGraph: Heterogeneous Graph Diffusion Model Zongwei Li Lianghao Xia Hua Hua Shijie Zhang Shuangyang Wang Chenyu Huang 46 0 0 04 Jan 2025
Interpretable Load Forecasting via Representation Learning of Geo-distributed Meteorological Factors Yangze Zhou Guoxin Lin Gonghao Zhang Yi Wang AI4TS 33 0 0 04 Jan 2025
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit Huixue Zhou Hengrui Gu Xi Liu Kaixiong Zhou Mingfu Liang ... Wen-Yen Chen Yiping Han Bo Long Rui Zhang Tianlong Chen 3DV 51 1 0 04 Jan 2025
Graph Construction with Flexible Nodes for Traffic Demand Prediction Jinyan Hou Shan Liu Ya Zhang Haotong Qin AI4TS 38 0 0 03 Jan 2025
MADE: Graph Backdoor Defense with Masked Unlearning Xiao Lin amd Mingjie Li Mingjie Li Yisen Wang AAML 97 2 0 03 Jan 2025
Unbiased GNN Learning via Fairness-Aware Subgraph Diffusion Abdullah Alchihabi Yuhong Guo DiffM 30 0 0 03 Jan 2025
Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements Haoyang Li Yongjun Xu C. Zhang Alexander Zhou Lei Chen Qing Li AI4CE 198 0 0 03 Jan 2025
CPT: Competence-progressive Training Strategy for Few-shot Node Classification Qilong Yan Yufeng Zhang Jinghao Zhang Jingpu Duan Jian Yin 67 0 0 03 Jan 2025
L3D-Pose: Lifting Pose for 3D Avatars from a Single Camera in the Wild Soumyaratna Debnath Harish Katti Shashikant Verma Shanmuganathan Raman 3DH 70 0 0 03 Jan 2025
Graph Triple Attention Network: A Decoupled Perspective Xiaotang Wang Yun Zhu Haizhou Shi Yongchao Liu Chuntao Hong 77 2 0 03 Jan 2025
Activity-aware Human Mobility Prediction with Hierarchical Graph Attention Recurrent Network Yihong Tang Junlin He Zhan Zhao HAI 50 6 0 03 Jan 2025
Weakly Supervised Learning on Large Graphs Aditya Prakash GNN 36 0 0 02 Jan 2025
Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers Bohang Sun Pietro Liò ViT AAML 50 1 0 02 Jan 2025
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs Tiehua Zhang Yuze Liu Zhishu Shen Xingjun Ma Xin Chen Xiaowei Huang Jun-Jian Yin 63 6 0 31 Dec 2024
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures Yousef Yeganeh Rui Xiao Goktug Guvercin Nassir Navab Azade Farshad MedIm 50 0 0 31 Dec 2024