Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 7,508 papers shown

Title
Performance Heterogeneity in Graph Neural Networks: Lessons for Architecture Design and Preprocessing Lukas Fesser Melanie Weber 38 0 0 01 Mar 2025
BST: Badminton Stroke-type Transformer for Skeleton-based Action Recognition in Racket Sports Jing-Yuan Chang 36 0 0 28 Feb 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection Tianyi Ma Yiyue Qian Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 34 0 0 28 Feb 2025
Contextualizing biological perturbation experiments through language Menghua Wu Russell Littman Jacob Levine Lin Qiu Tommaso Biancalani David Richmond Jan-Christian Huetter 42 0 0 28 Feb 2025
Predicting clinical outcomes from patient care pathways represented with temporal knowledge graphs Jong Ho Jhee Alberto Megina Pacôme Constant Dit Beaufils Matilde Karakachoff Richard Redon Alban Gaignard Adrien Coulet 63 0 0 28 Feb 2025
A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning Amadou S. Sangare Nicolas Dunou Jhony H. Giraldo Fragkiskos D. Malliaros SSL 69 0 0 28 Feb 2025
Accurate and Scalable Graph Neural Networks via Message Invariance Zhihao Shi Jie Wang Zhiwei Zhuang Xize Liang Bin Li Feng Wu 59 1 0 27 Feb 2025
GraphSparseNet: a Novel Method for Large Scale Traffic Flow Prediction Weiyang Kong Kaiqi Wu Sen Zhang Yubao Liu AI4TS GNN 85 0 0 27 Feb 2025
Causal Effect Estimation under Networked Interference without Networked Unconfoundedness Assumption Weilin Chen Ruichu Cai Jie Qiao Yuguang Yan José Miguel Hernández-Lobato CML 66 0 0 27 Feb 2025
WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks Jana Vatter Mykhaylo Zayats Marcos Martínez Galindo V. López R. Mayer Hans-Arno Jacobsen Hoang Thanh Lam GNN 52 0 0 27 Feb 2025
Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application Thomas Hickling Maxwell Hogan Abdulla Tammam Nabil Aouf 79 0 0 27 Feb 2025
Multi-level Attention-guided Graph Neural Network for Image Restoration Jiatao Jiang Zhen Cui Chunyan Xu Jian Yang 41 0 0 26 Feb 2025
Corporate Fraud Detection in Rich-yet-Noisy Financial Graph Shiqi Wang Zhibo Zhang Libing Fang Cam-Tu Nguyen Wenzhon Li 68 0 0 26 Feb 2025
Predicting Cascade Failures in Interdependent Urban Infrastructure Networks Yinzhou Tang J. Piao Huandong Wang Shaw Rajib Yong Li AI4CE 41 0 0 26 Feb 2025
ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases Rikuto Kotoge Ziwei Yang Zheng Chen Yushun Dong Yasuko Matsubara Jimeng Sun Yasushi Sakurai 57 0 0 25 Feb 2025
Graph Augmentation for Cross Graph Domain Generalization Guanzi Chen Jiying Zhang Yang Li 77 0 0 25 Feb 2025
Are GNNs doomed by the topology of their input graph? Amine Mohamed Aboussalah Abdessalam Ed-dib 41 0 0 25 Feb 2025
Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs Yuhan Chen Yihong Luo Yifan Song Pengwen Dai Jing Tang Xiaochun Cao OODD 53 2 0 25 Feb 2025
FLARE: A Framework for Stellar Flare Forecasting using Stellar Physical Properties and Historical Records Bingke Zhu Xiaoxiao Wang Minghui Jia Yihan Tao Xiao Kong Ali Luo Yingying Chen Ming Tang Jinqiao Wang 47 0 0 25 Feb 2025
Broadening Discovery through Structural Models: Multimodal Combination of Local and Structural Properties for Predicting Chemical Features Nikolai Rekut Alexey Orlov Klea Ziu Elizaveta Starykh Martin Takáč Aleksandr Beznosikov 66 0 0 25 Feb 2025
DeBUGCN -- Detecting Backdoors in CNNs Using Graph Convolutional Networks Akash Vartak Khondoker Murad Hossain Tim Oates GNN 46 0 0 25 Feb 2025
Structural Alignment Improves Graph Test-Time Adaptation Hans Hao-Hsun Hsu Shikun Liu Han Zhao Pan Li OOD TTA 71 0 0 25 Feb 2025
Neural Network Graph Similarity Computation Based on Graph Fusion Zenghui Chang Yiqiao Zhang Hong Cai Chen GNN 78 0 0 25 Feb 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 77 22 0 24 Feb 2025
Vague Preference Policy Learning for Conversational Recommendation Gangyi Zhang Chongming Gao Wenqiang Lei Xiaojie Guo Shijun Li Hongshen Chen Zhuozhi Ding Sulong Xu Lingfei Wu 78 1 0 24 Feb 2025
VGFL-SA: Vertical Graph Federated Learning Structure Attack Based on Contrastive Learning Yang Chen Bin Zhou AAML FedML 45 0 0 24 Feb 2025
Geometric Properties and Graph-Based Optimization of Neural Networks: Addressing Non-Linearity, Dimensionality, and Scalability Michael Wienczkowski Addisu Desta Paschal Ugochukwu AI4CE GNN 46 0 0 24 Feb 2025
Graph Perceiver IO: A General Architecture for Graph Structured Data Seyun Bae Hoyoon Byun Changdae Oh Yoon-Sik Cho Kyungwoo Song GNN 100 2 0 24 Feb 2025
Understanding the Design Principles of Link Prediction in Directed Settings Jun Zhai Muberra Ozmen Thomas Markovich AI4CE 45 0 0 24 Feb 2025
GiGL: Large-Scale Graph Neural Networks at Snapchat Tong Zhao Yozen Liu Matthew Kolodner Kyle Montemayor Elham Ghazizadeh ... Serim Park Peicheng Yu Jun Yu Shubham Vij Neil Shah GNN 65 0 0 24 Feb 2025
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 80 7 0 24 Feb 2025
AnyTop: Character Animation Diffusion with Any Topology Inbar Gat Sigal Raab Guy Tevet Yuval Reshef Amit H. Bermano Daniel Cohen-Or DiffM 39 1 0 24 Feb 2025
Graph Masked Language Models Aarush Sinha OM Kumar CU AI4CE 54 0 0 24 Feb 2025
Benchmarking Android Malware Detection: Rethinking the Role of Traditional and Deep Learning Models Guojun Liu Doina Caragea Xinming Ou Sankardas Roy AAML 71 0 0 24 Feb 2025
Towards Foundation Models for Mixed Integer Linear Programming Sirui Li Janardhan Kulkarni Ishai Menache Cathy Wu Beibin Li 62 4 0 24 Feb 2025
Scale-Free Graph-Language Models Jianglin Lu Yixuan Liu Yitian Zhang Y. Fu 73 1 0 24 Feb 2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning Xingbo Fu Zihan Chen Yinhan He Song Wang Binchi Zhang Chen Chen Jundong Li OOD FedML 69 1 0 24 Feb 2025
Graph Neural Diffusion Networks for Semi-supervised Learning Wei Ye Zexi Huang Yunqi Hong Ambuj K. Singh GNN 84 3 0 24 Feb 2025
A Survey of Graph Transformers: Architectures, Theories and Applications Chaohao Yuan Kangfei Zhao Ercan Engin Kuruoglu Liang Wang Tingyang Xu Wenbing Huang Deli Zhao Hong Cheng Yu Rong 57 4 0 23 Feb 2025
To Share or Not to Share: Investigating Weight Sharing in Variational Graph Autoencoders Guillaume Salha-Galvan Jiaying Xu 51 0 0 23 Feb 2025
MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation Xuqi Mao Zhenying He Xiaoyang Sean Wang 65 0 0 23 Feb 2025
Subsampling Graphs with GNN Performance Guarantees Mika Sarkin Jain Stefanie Jegelka Ishani Karmarkar Luana Ruiz Ellen Vitercik 49 1 0 23 Feb 2025
Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations Laurin Lux Alexander H. Berger Maria Romeo Tricas Alaa E. Fayed Shri Kiran Srinivasan Linus Kreitner Jonas Weidner M. Menten Daniel Rueckert Johannes C. Paetzold 51 2 0 23 Feb 2025
FanChuan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis Yilun Zheng Sha Li Fangkun Wu Yang Ziyi Lin Hongchao ... Ziming Wang Jinxuan Chen Sitao Luan Jiahao Xu Lihui Chen 55 0 0 23 Feb 2025
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings Asiri Wijesinghe Hao Zhu Piotr Koniusz 57 0 0 22 Feb 2025
Separated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum Scheduling Heng Chang Liang Gu Cheng Hu Zhinan Zhang Hong Zhu Yuhui Xu Yuan Fang Zhen Chen 61 0 0 22 Feb 2025
MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification Tuan-Anh Yang Truong-Son Hy Phuong D. Dao 48 0 0 22 Feb 2025
Category-free Out-of-Distribution Node Detection with Feature Resonance Shenzhi Yang Junbo Zhao Shouqing Yang Yixuan Li Dingyu Yang Xiaofang Zhang Haobo Wang OODD 51 0 0 22 Feb 2025
Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media Anantram Patel Vijay Kumar Sutrakar 54 0 0 22 Feb 2025
Connecting the geometry and dynamics of many-body complex systems with message passing neural operators N. Gabriel N. Johnson George Em Karniadakis AI4CE 59 0 0 21 Feb 2025