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

Title
Gesplat: Robust Pose-Free 3D Reconstruction via Geometry-Guided Gaussian Splatting Jiahui Lu Haihong Xiao Xueyan Zhao Wenxiong Kang 3DGS 121 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
Beyond Pairwise Connections: Extracting High-Order Functional Brain Network Structures under Global Constraints Ling Zhan Junjie Huang Xiaoyao Yu Wenyu Chen Tao Jia 74 0 0 10 Oct 2025
NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering Kaiwen Shi Zheyuan Zhang Zhengqing Yuan K. Murugesan Vincent Galass Chuxu Zhang Yanfang Ye 60 0 0 10 Oct 2025
When LLM Agents Meet Graph Optimization: An Automated Data Quality Improvement Approach Zhihan Zhang Xunkai Li Yilong Zuo Zhaoxin Fan Zhenjun Li Bing Zhou Rong-Hua Li Guoren Wang 98 0 0 10 Oct 2025
Spatio-Temporal Graph Convolutional Networks for EV Charging Demand Forecasting Using Real-World Multi-Modal Data Integration Jose Tupayachi M. C. Camur Kevin Heaslip Xueping Li AI4TS 65 0 0 10 Oct 2025
HeSRN: Representation Learning On Heterogeneous Graphs via Slot-Aware Retentive Network Yifan Lu Ziyun Zou Belal Alsinglawi Islam Al-qudah Izzat Alsmadi Feilong Tang Pengfei Jiao Shoaib Jameel 28 0 0 10 Oct 2025
PhyDAE: Physics-Guided Degradation-Adaptive Experts for All-in-One Remote Sensing Image Restoration Zhe Dong Yuzhe Sun Haochen Jiang Tianzhu Liu Yanfeng Gu 60 1 0 09 Oct 2025
Spatial Deconfounder: Interference-Aware Deconfounding for Spatial Causal Inference Ayush Khot Miruna Oprescu Maresa Schröder Ai Kagawa Xihaier Luo CML 64 1 0 09 Oct 2025
Meta-Learning Based Few-Shot Graph-Level Anomaly Detection Liting Li Y. X. R. Wang Yueheng Sun 32 0 0 09 Oct 2025
gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity Hugh Blayney Alvaro Arroyo Xiaowen Dong M. Bronstein 95 0 0 09 Oct 2025
MoRE-GNN: Multi-omics Data Integration with a Heterogeneous Graph Autoencoder Zhiyu Wang Sonia Koszut Pietro Lio Francesco Ceccarelli 48 0 0 08 Oct 2025
Adaptive Stain Normalization for Cross-Domain Medical HistologyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Tianyue Xu Yanlin Wu Abhai K. Tripathi Matthew M. Ippolito Benjamin D. Haeffele OOD MedIm 72 0 0 08 Oct 2025
Label-frugal satellite image change detection with generative virtual exemplar learning Hichem Sahbi 88 0 0 08 Oct 2025
The Unreasonable Effectiveness of Randomized Representations in Online Continual Graph Learning Giovanni Donghi Daniele Zambon Luca Pasa Cesare Alippi Nicoló Navarin CLL OffRL 156 0 0 08 Oct 2025
MolGA: Molecular Graph Adaptation with Pre-trained 2D Graph Encoder Xingtong Yu Chang Zhou Xinming Zhang Yuan Fang AI4CE 76 0 0 08 Oct 2025
Expressive and Scalable Quantum Fusion for Multimodal Learning T. Nguyen Trong Nghia Hoang Phi Le Nguyen Hai L. Vu Truong Cong Thang 92 0 0 08 Oct 2025
HTMformer: Hybrid Time and Multivariate Transformer for Time Series Forecasting Tan Wang Yun Wei Dong Tao Zhang Qi Wang AI4TS 143 0 0 08 Oct 2025
Bridged Clustering for Representation Learning: Semi-Supervised Sparse Bridging Patrick Peixuan Ye Chen Shani Ellen Vitercik 95 0 0 08 Oct 2025
TGM: a Modular and Efficient Library for Machine Learning on Temporal Graphs Jacob Chmura Shenyang Huang Tran Gia Bao Ngo Ali Parviz Farimah Poursafaei Jure Leskovec Michael M. Bronstein Guillaume Rabusseau Matthias Fey Reihaneh Rabbany AI4CE 104 0 0 08 Oct 2025
When Does Global Attention Help? A Unified Empirical Study on Atomistic Graph Learning Arindam Chowdhury Massimiliano Lupo Pasini 64 0 0 07 Oct 2025
Syn-Diag: An LLM-based Synergistic Framework for Generalizable Few-shot Fault Diagnosis on the Edge Zijun Jia Shuang Liang Jinsong Yu 68 0 0 07 Oct 2025
NEO: No-Optimization Test-Time Adaptation through Latent Re-Centering Alexander Murphy Michal Danilowski Soumyajit Chatterjee Abhirup Ghosh OOD BDL 93 0 0 07 Oct 2025
When and How to Cut Classical Concerts? A Multimodal Automated Video Editing Approach Daniel Gonzálbez-Biosca Josep Cabacas-Maso Carles Ventura Ismael Benito-Altamirano 84 0 0 07 Oct 2025
Soft-Evidence Fused Graph Neural Network for Cancer Driver Gene Identification across Multi-View Biological Graphs Bang Chen Lijun Guo Houli Fan Wentao He Rong Zhang 48 0 0 07 Oct 2025
ASPO: Asymmetric Importance Sampling Policy Optimization Jiakang Wang Runze Liu Lei Lin Wenping Hu Xiu Li Fuzheng Zhang Guorui Zhou Kun Gai 79 0 0 07 Oct 2025
Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection Félix Vandervorst Bruno Deprez Wouter Verbeke Tim Verdonck AI4CE 62 0 0 07 Oct 2025
ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures Shiwen Qin Alexander Auras Shay B. Cohen Elliot J. Crowley Michael Moeller Linus Ericsson Jovita Lukasik 89 0 0 06 Oct 2025
Fractional Heat Kernel for Semi-Supervised Graph Learning with Small Training Sample Size Farid Bozorgnia Vyacheslav Kungurtsev Shirali Kadyrov Mohsen Yousefnezhad 52 0 0 06 Oct 2025
Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI Kun Xiang Terry Jingchen Zhang Yinya Huang Jixi He Zirong Liu ... J. N. Han Hang Xu Han Li Bin Dong Xiaodan Liang PINN AI4CE 264 1 0 06 Oct 2025
Toward a Unified Geometry Understanding: Riemannian Diffusion Framework for Graph Generation and Prediction Y. Gao Xingcheng Fu Qingyun Sun Jianxin Li Xianxian Li DiffM 116 0 0 06 Oct 2025
GILT: An LLM-Free, Tuning-Free Graph Foundational Model for In-Context Learning Weishuo Ma Yanbo Wang Xiyuan Wang Lei Zou Muhan Zhang AI4CE 108 0 0 06 Oct 2025
Directional Sheaf Hypergraph Networks: Unifying Learning on Directed and Undirected Hypergraphs Emanuele Mule Stefano Fiorini Antonio Purificato F. Siciliano Stefano Coniglio Fabrizio Silvestri 93 1 0 06 Oct 2025
AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering Zheyuan Zhang Kaiwen Shi Zhengqing Yuan Zehong Wang Tianyi Ma Keerthiram Murugesan Vincent Galassi Chuxu Zhang Yanfang Ye LLMAG 105 2 0 06 Oct 2025
TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration Cheng Xin Fan Xu Xin Ding Jie Gao Jiaxin Ding 105 0 0 06 Oct 2025
Glocal Information Bottleneck for Time Series Imputation Jie Yang Kexin Zhang Guibin Zhang Philip S. Yu Kaize Ding AI4TS 105 0 0 06 Oct 2025
Physics-Inspired All-Pair Interaction Learning for 3D Dynamics Modeling Kai Yang Yuqi Huang Junheng Tao Wanyu Wang Qitian Wu PINN AI4CE 139 1 0 05 Oct 2025
Wave-PDE Nets: Trainable Wave-Equation Layers as an Alternative to Attention Harshil Vejendla 48 0 0 05 Oct 2025
ICEPool: Enhancing Graph Pooling Networks with Inter-cluster Connectivity Michael Yang 64 0 0 05 Oct 2025
From Moments to Models: Graphon Mixture-Aware Mixup and Contrastive Learning Ali Azizpour Reza Ramezanpour A. Sabharwal Santiago Segarra 134 0 0 04 Oct 2025
On the Convergence and Size Transferability of Continuous-depth Graph Neural Networks Mingsong Yan Charles Kulick Sui Tang 108 0 0 04 Oct 2025
From Filters to VLMs: Benchmarking Defogging Methods through Object Detection and Segmentation Performance Ardalan Aryashad Parsa Razmara Amin Mahjoub Seyedarmin Azizi Mahdi Salmani Arad Firouzkouhi VLM 81 0 0 04 Oct 2025
Hybrid-Collaborative Augmentation and Contrastive Sample Adaptive-Differential Awareness for Robust Attributed Graph Clustering Tianxiang Zhao Youqing Wang Jinlu Wang Jiapu Wang Mingliang Cui Junbin Gao Jipeng Guo 68 0 0 03 Oct 2025
Generalization of Graph Neural Network Models for Distribution Grid Fault Detection Burak Karabulut Carlo Manna Chris Develder AI4CE 107 0 0 03 Oct 2025
BrainIB++: Leveraging Graph Neural Networks and Information Bottleneck for Functional Brain Biomarkers in SchizophreniaBiomedical Signal Processing and Control (BSPC), 2025 T. Hu Qiang Li Shu Liu Vince D. Calhoun Guido van Wingen Shujian Yu 80 0 0 03 Oct 2025
Adaptive Node Feature Selection For Graph Neural Networks Ali Azizpour Madeline Navarro Santiago Segarra 72 0 0 03 Oct 2025
Heterogeneous Graph Representation of Stiffened Panels with Non-Uniform Boundary Conditions and Loads Yuecheng Cai J. Jelovica 48 0 0 02 Oct 2025
Detecting LLM-Generated Spam Reviews by Integrating Language Model Embeddings and Graph Neural Network Xin Liu Rongwu Xu X. Jia Jason Liao Jiao Sun Ling Huang Wei Xu DeLMO 133 0 0 02 Oct 2025
Interpretable Neuropsychiatric Diagnosis via Concept-Guided Graph Neural Networks Song Wang Zhenyu Lei Zhen Tan Jundong Li Javier Rasero Aiying Zhang Chirag Agarwal AI4MH 167 0 0 02 Oct 2025
On The Expressive Power of GNN Derivatives Yam Eitan Moshe Eliasof Yoav Gelberg Fabrizio Frasca Guy Bar-Shalom Haggai Maron 98 0 0 02 Oct 2025

Gesplat: Robust Pose-Free 3D Reconstruction via Geometry-Guided Gaussian Splatting

121

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

105

0

11 Oct 2025

Beyond Pairwise Connections: Extracting High-Order Functional Brain Network Structures under Global Constraints

74

0

10 Oct 2025

NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering

60

0

10 Oct 2025

When LLM Agents Meet Graph Optimization: An Automated Data Quality Improvement Approach

98

0

10 Oct 2025

Spatio-Temporal Graph Convolutional Networks for EV Charging Demand Forecasting Using Real-World Multi-Modal Data Integration

65

0

10 Oct 2025

HeSRN: Representation Learning On Heterogeneous Graphs via Slot-Aware Retentive Network

28

0

10 Oct 2025

PhyDAE: Physics-Guided Degradation-Adaptive Experts for All-in-One Remote Sensing Image Restoration

60

1

0

09 Oct 2025

Spatial Deconfounder: Interference-Aware Deconfounding for Spatial Causal Inference

64

1

0

09 Oct 2025

Meta-Learning Based Few-Shot Graph-Level Anomaly Detection

Liting Li

Y. X. R. Wang

Yueheng Sun

32

0

09 Oct 2025

gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity

95

0

09 Oct 2025

MoRE-GNN: Multi-omics Data Integration with a Heterogeneous Graph Autoencoder

48

0

08 Oct 2025

Adaptive Stain Normalization for Cross-Domain Medical HistologyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025

72

0

08 Oct 2025