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Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 11,338 papers shown

Title
SPLite Hand: Sparsity-Aware Lightweight 3D Hand Pose Estimation Yeh Keng Hao Hsu Tzu Wei Sun Min 3DH 220 0 0 18 Oct 2025
Scaffold-Aware Generative Augmentation and Reranking for Enhanced Virtual Screening Xin Eric Wang Y. Wang Yunchao Liu J. Meiler Tyler Derr 96 0 0 18 Oct 2025
Image Categorization and Search via a GAT Autoencoder and Representative Models Duygu Sap Martin Lotz Connor Mattinson 37 0 0 18 Oct 2025
OOS-DSD: Improving Out-of-stock Detection in Retail Images using Auxiliary Tasks Franko Šikić Sven Lončarić 57 0 0 18 Oct 2025
Toward General Digraph Contrastive Learning: A Dual Spatial Perspective Daohan Su Yang Zhang Xunkai Li Rong-Hua Li Guoren Wang 54 0 0 18 Oct 2025
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need? Junchi Yu Y. Liu Jindong Gu Philip Torr Dongzhan Zhou RALM 147 0 0 18 Oct 2025
Beyond-Diagonal RIS Under Non-Idealities: Learning-Based Architecture Discovery and Optimization Binggui Zhou Bruno Clerckx 48 0 0 17 Oct 2025
PassREfinder-FL: Privacy-Preserving Credential Stuffing Risk Prediction via Graph-Based Federated Learning for Representing Password Reuse between WebsitesExpert systems with applications (ESWA), 2025 Jaehan Kim Minkyoo Song Minjae Seo Y. Jin Seungwon Shin Jinwoo Kim 72 0 0 17 Oct 2025
Stealthy Dual-Trigger Backdoors: Attacking Prompt Tuning in LM-Empowered Graph Foundation Models Xiaoyu Xue Y. Lai Chenxi Huang Yulin Zhu Gaolei Li Xiaoge Zhang Kai Zhou 32 0 0 16 Oct 2025
DARTS-GT: Differentiable Architecture Search for Graph Transformers with Quantifiable Instance-Specific Interpretability Analysis Shruti Sarika Chakraborty Peter Minary 87 0 0 16 Oct 2025
Learning Wireless Interference Patterns: Decoupled GNN for Throughput Prediction in Heterogeneous Multi-Hop p-CSMA Networks Faezeh Dehghan Tarzjani Bhaskar Krishnamachari GNN 136 0 0 15 Oct 2025
Inferred global dense residue transition graphs from primary structure sequences enable protein interaction prediction via directed graph convolutional neural networks Islam A. Ebeid Haoteng Tang Pengfei Gu GNN 110 0 0 15 Oct 2025
Message Passing on the Edge: Towards Scalable and Expressive GNNs Pablo Barceló Fabian Jogl Alexander Kozachinskiy Matthias Lanzinger Stefan Neumann Cristóbal Rojas 68 0 0 15 Oct 2025
OS-HGAdapter: Open Semantic Hypergraph Adapter for Large Language Models Assisted Entropy-Enhanced Image-Text Alignment Rongjun Chen Chengsi Yao Jinchang Ren Xianxian Zeng Peixian Wang Jun Yuan Jiawen Li Huimin Zhao Xu Lu VLM 77 0 0 15 Oct 2025
Rethinking Graph Domain Adaptation: A Spectral Contrastive Perspective Haoyu Zhang Yuxuan Cheng Wenqi Fan Yulong Chen Yifan Zhang 60 0 0 15 Oct 2025
Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning Yang Li Aming Wu Zihao Zhang Yahong Han 3DPC 129 0 0 15 Oct 2025
AGNES: Adaptive Graph Neural Network and Dynamic Programming Hybrid Framework for Real-Time Nanopore Seed Chaining Jahidul Arafat Sanjaya Poudel 115 1 0 15 Oct 2025
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Amirhossein Mozafari Kourosh Hashemi Erfan Shafagh Soroush Motamedi Azar Taheri Tayebi Mohammad A. Tayebi 44 0 0 15 Oct 2025
Post-hoc Popularity Bias Correction in GNN-based Collaborative Filtering Md Aminul Islam Elena Zheleva Ren Wang 52 0 0 14 Oct 2025
Leveraging Language Semantics for Collaborative Filtering with TextGCN and TextGCN-MLP: Zero-Shot vs In-Domain Performance Andrei Chernov Haroon Wahab Oleg Novitskij 52 0 0 14 Oct 2025
Chimera: State Space Models Beyond Sequences Aakash Lahoti Tanya Marwah Ratish Puduppully Albert Gu Mamba GNN AI4CE 208 0 0 14 Oct 2025
Graph Few-Shot Learning via Adaptive Spectrum Experts and Cross-Set Distribution Calibration Yonghao Liu Y. Wang Chunli Guo Wei Pang Ximing Li Fausto Giunchiglia Xiaoyue Feng Renchu Guan 126 0 0 14 Oct 2025
Enhanced Pre-training of Graph Neural Networks for Million-Scale Heterogeneous Graphs Shengyin Sun Chen Ma Jiehao Chen 117 0 0 14 Oct 2025
Artificial Intelligence Virtual Cells: From Measurements to Decisions across Modality, Scale, Dynamics, and Evaluation Chengpeng Hu Calvin Yu-Chian Chen 80 0 0 14 Oct 2025
CAMNet: Leveraging Cooperative Awareness Messages for Vehicle Trajectory Prediction Mattia Grasselli Angelo Porrello Carlo Augusto Grazia 52 0 0 14 Oct 2025
GraphShaper: Geometry-aware Alignment for Improving Transfer Learning in Text-Attributed Graphs Heng Zhang Tianyi Zhang Yuling Shi Xiaodong Gu Yaomin Shen Haochen You Zijian Zhang Yilei Yuan Jin Huang 72 0 0 14 Oct 2025
MIARec: Mutual-influence-aware Heterogeneous Network Embedding for Scientific Paper Recommendation Wenjin Xie Tao Jia 42 0 0 14 Oct 2025
Leveraging Teleconnections with Physics-Informed Graph Attention Networks for Long-Range Extreme Rainfall Forecasting in Thailand Kiattikun Chobtham Kanoksri Sarinnapakorn Kritanai Torsri Prattana Deeprasertkul Jirawan Kamma 116 0 0 14 Oct 2025
LLMAtKGE: Large Language Models as Explainable Attackers against Knowledge Graph Embeddings Ting Li Yang Yang Yipeng Yu Liang Yao Guoqing Chao Ruifeng Xu AAML 84 0 0 13 Oct 2025
FUSE: Fast Semi-Supervised Node Embedding Learning via Structural and Label-Aware Optimization Sujan Chakraborty Rahul Bordoloi Anindya Sengupta Olaf Wolkenhauer Saptarshi Bej OffRL 68 0 0 13 Oct 2025
Causal Disentanglement Learning for Accurate Anomaly Detection in Multivariate Time Series Wonah Kim Jeonghyeon Park Dongsan Jun Jungkyu Han Sejin Chun CML 37 0 0 13 Oct 2025
HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations Shuaicheng Zhang Haohui Wang Junhong Lin Xiaojie Guo Yada Zhu Si Zhang Dongqi Fu Dawei Zhou 84 2 0 13 Oct 2025
Multi-View Graph Feature Propagation for Privacy Preservation and Feature Sparsity Etzion Harari Moshe Unger 40 0 0 13 Oct 2025
Event-Aware Prompt Learning for Dynamic Graphs Xingtong Yu Ruijuan Liang Xinming Zhang Yuan Fang 44 0 0 13 Oct 2025
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks Rizal Fathony Igor Melnyk Owen Reinert Nam H. Nguyen Daniele Rosa C. Bayan Bruss AI4TS 270 1 0 13 Oct 2025
Dynamic Network-Based Two-Stage Time Series Forecasting for Affiliate Marketing Zhe Wang Yaming Yang Ziyu Guan Bin Tong Rui Wang Wei Zhao Hongbo Deng AI4TS 36 0 0 13 Oct 2025
Scalable and Explainable Enterprise Knowledge Discovery Using Graph-Centric Hybrid Retrieval Nilima Rao Jagriti Srivastava Pradeep Kumar Sharma Hritvik Shrivastava 60 0 0 13 Oct 2025
Fast and the Furious: Hot Starts in Pursuit-Evasion Games Gabriel Smithline Scott Nivison GNN 92 0 0 12 Oct 2025
A Graph-Attentive LSTM Model for Malicious URL Detection Md. Ifthekhar Hossain Kazi Abdullah Al Arafat Bryce Shepard Kayd Craig Imtiaz Parvez 40 0 0 12 Oct 2025
Glance for Context: Learning When to Leverage LLMs for Node-Aware GNN-LLM Fusion Donald Loveland Yao-An Yang Danai Koutra 48 0 0 12 Oct 2025
Stock Prediction via a Dual Relation Fusion Network incorporating Static and Dynamic Relations Long Chen Huixin Bai Mingxin Wang Xiaohua Huang Y. Liu Jie Zhao Ziyu Guan AI4TS AIFin 106 0 0 12 Oct 2025
Controllable Graph Generation with Diffusion Models via Inference-Time Tree Search Guidance Jiachi Zhao Zehong Wang Yamei Liao Chuxu Zhang Yanfang Ye 72 0 0 12 Oct 2025
On the Problem of Consistent Anomalies in Zero-Shot Industrial Anomaly Detection Tai Le-Gia Ahn Jaehyun 108 0 0 12 Oct 2025
PruneGCRN: Minimizing and explaining spatio-temporal problems through node pruning Javier García-Sigüenza Mirco Nanni Faraón Llorens-Largo José F. Vicent 36 0 0 12 Oct 2025
GraphTARIF: Linear Graph Transformer with Augmented Rank and Improved Focus Zhaolin Hu Kun Li Hehe Fan Yi Yang 92 0 0 12 Oct 2025
Multi-View Graph Learning with Graph-Tuple Shiyu Chen Ningyuan Huang Soledad Villar 69 0 0 11 Oct 2025
Probabilistic Hyper-Graphs using Multiple Randomly Masked Autoencoders for Semi-supervised Multi-modal Multi-task Learning Pîrvu Mihai-Cristian Leordeanu Marius 114 1 0 11 Oct 2025
Bridging Semantics & Structure for Software Vulnerability Detection using Hybrid Network Models Jugal Gajjar Kaustik Ranaware Kamalasankari Subramaniakuppusamy 44 0 0 11 Oct 2025
Preference-driven Knowledge Distillation for Few-shot Node Classification Xing Wei Chunchun Chen Rui Fan Xiaofeng Cao Sourav Medya Wei Ye 189 0 0 11 Oct 2025
Lighter-X: An Efficient and Plug-and-play Strategy for Graph-based Recommendation through Decoupled PropagationProceedings of the VLDB Endowment (PVLDB), 2025 Yanping Zheng Zhewei Wei Frank de Hoog Xu Chen Hongteng Xu Yuhang Ye Jiadeng Huang 105 0 0 11 Oct 2025