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Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 11,325 papers shown

Title
Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning JingTian Ma Jingyuan Wang Leong Hou U AI4TS GNN 176 0 0 16 Nov 2025
ViTE: Virtual Graph Trajectory Expert Router for Pedestrian Trajectory Prediction Ruochen Li Zhanxing Zhu Tanqiu Qiao Hubert P. H. Shum 32 0 0 15 Nov 2025
TSGDiff: Rethinking Synthetic Time Series Generation from a Pure Graph Perspective Lifeng Shen Xuyang Li Lele Long DiffM 100 0 0 15 Nov 2025
Beyond the Laplacian: Interpolated Spectral Augmentation for Graph Neural Networks Ziyao Cui Edric Tam 56 0 0 14 Nov 2025
Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning Jun Hu Shangheng Chen Yufei He Yuan N. Li Bryan Hooi Bingsheng He 19 0 0 14 Nov 2025
A Systematic Study of Model Extraction Attacks on Graph Foundation Models Haoyan Xu Ruizhi Qian Jiate Li Yushun Dong Minghao Lin ... Qinghua Liu Junhao Dong Ruopeng Huang Yue Zhao Mengyuan Li AAML 38 0 0 14 Nov 2025
GraphSB: Boosting Imbalanced Node Classification on Graphs through Structural Balance Chaofan Zhu Xiaobing Rui Zhixiao Wang 173 0 0 13 Nov 2025
GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion Yongjun xiao Dian Meng Xinlei Huang Yanran Liu Shiwei Ruan Ziyue Qiao Xubin Zheng 20 0 0 13 Nov 2025
NeuroLingua: A Language-Inspired Hierarchical Framework for Multimodal Sleep Stage Classification Using EEG and EOG Mahdi Samaee Mehran Yazdi Daniel Massicotte 23 0 0 12 Nov 2025
Rethinking Graph Super-resolution: Dual Frameworks for Topological Fidelity Pragya Singh Islem Rekik SupR 207 0 0 12 Nov 2025
Multi-Objective Bilevel Learning Zhiyao Zhang Zhuqing Liu Xin Zhang Wen-Yen Chen Jiyan Yang Jia Liu 42 0 0 11 Nov 2025
BDD2Seq: Enabling Scalable Reversible-Circuit Synthesis via Graph-to-Sequence Learning Mingkai Miao Jianheng Tang Guangyu Hu Hongce Zhang 128 0 0 11 Nov 2025
Pixel-level Quality Assessment for Oriented Object Detection Yunhui Zhu Buliao Huang ObjD 347 0 0 11 Nov 2025
HiLoMix: Robust High- and Low-Frequency Graph Learning Framework for Mixing Address Association X. Tu Tiantian Duan Shuyi Miao Hanwen Zhang Yi Sun 32 0 0 11 Nov 2025
Generalizable Insights for Graph Transformers in Theory and Practice Timo Stoll Luis Muller Christopher Morris 49 0 0 11 Nov 2025
Stuart-Landau Oscillatory Graph Neural Network Kaicheng Zhang David N. Reynolds Piero Deidda Francesco Tudisco 52 0 0 11 Nov 2025
Do traveling waves make good positional encodings? Chase van de Geijn Ayush Paliwal Timo Lüddecke Alexander S. Ecker 64 0 0 11 Nov 2025
On Stealing Graph Neural Network Models Marcin Podhajski Jan Dubiñski Franziska Boenisch Adam Dziedzic Agnieszka Pregowska Tomasz Michalak 166 0 0 10 Nov 2025
Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily Asela Hevapathige Asiri Wijesinghe Ahad N. Zehmakan 44 1 0 10 Nov 2025
Adaptive Initial Residual Connections for GNNs with Theoretical Guarantees Mohammad Shirzadi Ali Safarpoor Dehkordi Ahad N. Zehmakan 36 0 0 10 Nov 2025
Correcting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time Junjun Pan Yixin Liu Chuan Zhou Fei Xiong Alan Wee-Chung Liew Shirui Pan 137 1 0 10 Nov 2025
ZeroSim: Zero-Shot Analog Circuit Evaluation with Unified Transformer Embeddings Xiaomeng Yang Jian Gao Yanzhi Wang Xuan Zhang AI4CE 148 1 0 10 Nov 2025
Continual Learning of Domain Knowledge from Human Feedback in Text-to-SQL Thomas Cook Kelly Patel Sivapriya Vellaichamy Saba Rahimi Zhen Zeng Sumitra Ganesh Sumitra Ganesh LLMAG 188 0 0 10 Nov 2025
MG-HGNN: A Heterogeneous GNN Framework for Indoor Wi-Fi Fingerprint-Based Localization Yibu Wang Zhaoxin Zhang Ning Li Xinlong Zhao Dong Zhao Tianzi Zhao 24 0 0 10 Nov 2025
CGLE: Class-label Graph Link Estimator for Link Prediction Ankit Mazumder Srikanta Bedathur 92 0 0 10 Nov 2025
Adaptive Multi-view Graph Contrastive Learning via Fractional-order Neural Diffusion Networks Yanan Zhao Feng Ji Jingyang Dai Jiaze Ma Keyue Jiang K. Zhao Wee Peng Tay DiffM 64 0 0 09 Nov 2025
Learning Time-Varying Graph Signals via Koopman S. Krishnan Jinho Choi Jihong Park AI4TS 72 0 0 09 Nov 2025
Improving Multimodal Sentiment Analysis via Modality Optimization and Dynamic Primary Modality Selection Dingkang Yang Mingcheng Li Xuecheng Wu Zhaoyu Chen Kaixun Jiang Keliang Liu Peng Zhai Lihua Zhang 72 2 0 09 Nov 2025
Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective Bing Wang Ximing Li Y. Wang C. Li Lin Yuanbo Wu B. Wang Shengsheng Wang 40 0 0 09 Nov 2025
How Wide and How Deep? Mitigating Over-Squashing of GNNs via Channel Capacity Constrained Estimation Zinuo You Jin Zheng John Cartlidge 40 0 0 09 Nov 2025
Resilience Inference for Supply Chains with Hypergraph Neural Network Zetian Shen Hongjun Wang Jiyuan Chen Xuan Song 44 0 0 09 Nov 2025
How Particle-System Random Batch Methods Enhance Graph Transformer: Memory Efficiency and Parallel Computing Strategy Hanwen Liu Yixuan Ma Shi Jin Yuguang Wang 44 0 0 08 Nov 2025
Reperio-rPPG: Relational Temporal Graph Neural Networks for Periodicity Learning in Remote Physiological Measurement Ba-Thinh Nguyen Thach-Ha Ngoc Pham Hoang-Long Duc Nguyen Thi-Duyen Ngo Thanh-Ha Le AI4TS 237 0 0 08 Nov 2025
Sign language recognition from skeletal data using graph and recurrent neural networks B. Mederos J. Mejía A. Medina-Reyes Y. Espinosa-Almeyda J. D. Díaz-Roman I. Rodríguez-Mederos M. Mejía-Carreon F. Gonzalez-Lopez SLR 172 0 0 08 Nov 2025
MoEGCL: Mixture of Ego-Graphs Contrastive Representation Learning for Multi-View Clustering Jian Zhu X. Zou Jun Sun Cheng Luo Lei Liu Lingfang Zeng Ning Zhang Bian Wu Chang Tang Lirong Dai 39 0 0 08 Nov 2025
Building Specialized Software-Assistant ChatBot with Graph-Based Retrieval-Augmented Generation Mohammed Hilel Yannis Karmim Jean De Bodinat Reda Sarehane Antoine Gillon 189 0 0 07 Nov 2025
DGTN: Graph-Enhanced Transformer with Diffusive Attention Gating Mechanism for Enzyme DDG Prediction Abigail Lin 40 0 0 07 Nov 2025
GNN-MoE: Context-Aware Patch Routing using GNNs for Parameter-Efficient Domain Generalization Mahmoud Soliman Omar Abdelaziz Ahmed Radwan Anand Mohamed S. Shehata MoE 319 0 0 06 Nov 2025
Twirlator: A Pipeline for Analyzing Subgroup Symmetry Effects in Quantum Machine Learning Ansatzes Valter Uotila Väinö Mehtola Ilmo Salmenperä Bo Zhao 148 0 0 06 Nov 2025
FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow Rubens Lacouture Nathan Zhang Ritvik Sharma Marco Siracusa Fredrik Kjolstad K. Olukotun Olivia Hsu 72 1 0 06 Nov 2025
Ada-FCN: Adaptive Frequency-Coupled Network for fMRI-Based Brain Disorder ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Yue Xun Jiaxing Xu Wenbo Gao Chen Yang Shujun Wang 73 0 0 06 Nov 2025
Denoised Recommendation Model with Collaborative Signal Decoupling Zefeng Li Ning Yang 33 0 0 06 Nov 2025
Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization Connor Dunlop Matthew Zheng Kavana Venkatesh Pinar Yanardag DiffM 40 1 0 06 Nov 2025
Efficient Linear Attention for Multivariate Time Series Modeling via Entropy Equality Mingtao Zhang Guoli Yang Zhanxing Zhu Mengzhu Wang Xiaoying Bai AI4TS 64 0 0 05 Nov 2025
GMoPE:A Prompt-Expert Mixture Framework for Graph Foundation Models Zhibin Wang Zhixing Zhang Shuqi Wang Xuanting Xie Zhao Kang 56 0 0 05 Nov 2025
GraphCliff: Short-Long Range Gating for Subtle Differences but Critical Changes Hajung Kim Jueon Park Junseok Choe Sheunheun Baek Hyeon Hwang Jaewoo Kang 104 0 0 05 Nov 2025
Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks Ryien Hosseini F. Simini V. Vishwanath Rebecca Willett Henry Hoffmann 48 0 0 05 Nov 2025
Towards Scalable Web Accessibility Audit with MLLMs as Copilots Ming Gu Ziwei Wang Sicen Lai Zirui Gao Sheng Zhou Jiajun Bu 56 0 0 05 Nov 2025
GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning Haonan Yuan Qingyun Sun Junhua Shi Xingcheng Fu Bryan Hooi Jianxin Li Philip S. Yu VLM 184 0 0 05 Nov 2025
Digital Twin-Driven Pavement Health Monitoring and Maintenance Optimization Using Graph Neural Networks Mohsin Mahmud Topu Mahfuz Ahmed Anik Azmine Toushik Wasi Md Manjurul Ahsan AI4CE 60 0 0 04 Nov 2025