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

Title
When Does A Spectral Graph Neural Network Fail in Node Classification? Zhi-Xing Chen Tengfei Ma Yangkun Wang 153 15 0 16 Feb 2022
Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time SeriesInternational Conference on Learning Representations (ICLR), 2022 Enyan Dai Jie Chen BDL AI4TS 151 89 0 16 Feb 2022
SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud ServiceIEEE Transactions on Services Computing (IEEE TSC), 2022 Songlei Wang Yifeng Zheng Xiaohua Jia GNN 193 35 0 16 Feb 2022
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free GraphsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Xiwei Xu Lei Wang Tao Tang Xin Chen Xiangjie Kong G. Oatley Irwin King GNN 133 41 0 16 Feb 2022
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge GraphsWeb Search and Data Mining (WSDM), 2022 Namyong Park Fuchen Liu Purvanshi Mehta D. Cristofor Christos Faloutsos Yuxiao Dong 186 105 0 15 Feb 2022
Unsupervised Learning of Group Invariant and Equivariant RepresentationsNeural Information Processing Systems (NeurIPS), 2022 R. Winter Marco Bertolini Tuan Le Frank Noé Djork-Arné Clevert 250 49 0 15 Feb 2022
Modular multi-source prediction of drug side-effects with DruGNNIEEE/ACM Transactions on Computational Biology & Bioinformatics (TCBB), 2022 P. Bongini F. Scarselli Monica Bianchini Giovanna Maria Dimitri Niccolò Pancino Pietro Lio 71 24 0 15 Feb 2022
Federated Graph Neural Networks: Overview, Techniques and ChallengesIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 R. Liu Pengwei Xing Zichao Deng Anran Li Cuntai Guan Han Yu FedML 235 129 0 15 Feb 2022
G-Mixup: Graph Data Augmentation for Graph ClassificationInternational Conference on Machine Learning (ICML), 2022 Xiaotian Han Zhimeng Jiang Ninghao Liu Helen Zhou 183 232 0 15 Feb 2022
Graph Neural Networks for Graphs with Heterophily: A Survey Xin-Yang Zheng Yi Wang Yixin Liu Ming Li Miao Zhang Di Jin Philip S. Yu Shirui Pan 255 269 0 14 Feb 2022
A Graphical Approach For Brain Haemorrhage Segmentation N. Mehendale Pragya Gupta Nishant Rajadhyaksha Ansh Dagha Mihir Hundiwala Aditi Paretkar Sakshi Chavan Tanmay Mishra 70 2 0 14 Feb 2022
Random Laplacian Features for Learning with Hyperbolic SpaceInternational Conference on Learning Representations (ICLR), 2022 Tao Yu Chris De Sa 151 9 0 14 Feb 2022
Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?European Conference on Information Retrieval (ECIR), 2022 Maurits J. R. Bleeker Maarten de Rijke SSL DML 130 10 0 14 Feb 2022
Conditional Generation Net for Medication RecommendationThe Web Conference (WWW), 2022 Rui Wu Zhaopeng Qiu Jiacheng Jiang Guilin Qi Xian Wu 190 115 0 14 Feb 2022
Improved Aggregating and Accelerating Training Methods for Spatial Graph Neural Networks on Fraud Detection Yufan Zeng Jiashan Tang 77 3 0 14 Feb 2022
Adversarial Graph Contrastive Learning with Information RegularizationThe Web Conference (WWW), 2022 Shengyu Feng Baoyu Jing Yada Zhu Hanghang Tong 311 70 0 14 Feb 2022
Deep Graph Learning for Spatially-Varying Indoor Lighting PredictionScience China Information Sciences (Sci. China Inf. Sci.), 2022 Jia-Xuan Bai Jie Guo Chenchen Wang Zhenyu Chen Zhen He Shan Yang Piaopiao Yu Yan Zhang Yanwen Guo 3DV 167 18 0 13 Feb 2022
Graph-adaptive Rectified Linear Unit for Graph Neural NetworksThe Web Conference (WWW), 2022 Yifei Zhang Hao Zhu Ziqiao Meng Piotr Koniusz Irwin King 152 34 0 13 Feb 2022
Fine-Grained Population Mobility Data-Based Community-Level COVID-19 Prediction ModelCybernetics and systems (CS), 2022 Pengyue Jia Ling-Hao Chen Dandan Lyu 103 5 0 13 Feb 2022
Geometric Graph Representation Learning via Maximizing Rate ReductionThe Web Conference (WWW), 2022 Xiaotian Han Zhimeng Jiang Ninghao Liu Qingquan Song Jundong Li Helen Zhou 113 23 0 13 Feb 2022
RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary GraphThe Web Conference (WWW), 2022 Ruijie Wang Zheng Li Danqing Zhang Qingyu Yin Tong Zhao Bing Yin Tarek Abdelzaher AI4TS 124 26 0 12 Feb 2022
Improving Fraud Detection via Hierarchical Attention-based Graph Neural NetworkJournal of Information Security and Applications (JISA), 2022 Yajing Liu Zhengya Sun Wensheng Zhang 163 35 0 12 Feb 2022
SemiRetro: Semi-template framework boosts deep retrosynthesis prediction Zhangyang Gao Cheng Tan Lirong Wu Stan Z. Li 151 20 0 12 Feb 2022
From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach Yu Zheng Ming Jin Yixin Liu Lianhua Chi Khoa T. Phan Shirui Pan Yi-Ping Phoebe Chen 131 15 0 11 Feb 2022
ChemicalX: A Deep Learning Library for Drug Pair ScoringKnowledge Discovery and Data Mining (KDD), 2022 Benedek Rozemberczki Charles Tapley Hoyt A. Gogleva Piotr Grabowski Klas Karis ... Sebastian Nilsson M. Ughetto Yu Wang Hanyu Wang Benjamin M. Gyori 235 27 0 10 Feb 2022
Help Me Explore: Minimal Social Interventions for Graph-Based Autotelic Agents Ahmed Akakzia Olivier Serris Olivier Sigaud Cédric Colas 118 6 0 10 Feb 2022
Robust Graph Representation Learning for Local Corruption RecoveryThe Web Conference (WWW), 2022 Bingxin Zhou Yuanhong Jiang Yu Guang Wang Jingwei Liang Junbin Gao Shirui Pan Xiaoqun Zhang OOD 188 16 0 10 Feb 2022
Multi-relation Message Passing for Multi-label Text ClassificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Muberra Ozmen Hao Zhang Pengyun Wang Mark Coates 99 10 0 10 Feb 2022
Survey on Graph Neural Network Acceleration: An Algorithmic PerspectiveInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Xin Liu Yurui Lai Lei Deng Guoqi Li Xiaochun Ye Xiaochun Ye Shirui Pan Yuan Xie GNN 123 51 0 10 Feb 2022
Graph Neural Network for Cell Tracking in Microscopy VideosEuropean Conference on Computer Vision (ECCV), 2022 Tal Ben-Haim Tammy Riklin-Raviv 153 42 0 09 Feb 2022
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNsNeural Information Processing Systems (NeurIPS), 2022 Cristian Bodnar Francesco Di Giovanni B. Chamberlain Pietro Lio Michael M. Bronstein 327 212 0 09 Feb 2022
Obtaining Dyadic Fairness by Optimal Transport Moyi Yang Junjie Sheng Xiangfeng Wang Wenyan Liu Bo Jin Jun Wang H. Zha 169 7 0 09 Feb 2022
FMP: Toward Fair Graph Message Passing against Topology Bias Zhimeng Jiang Xiaotian Han Chao Fan Zirui Liu Na Zou Ali Mostafavi Helen Zhou 120 50 0 08 Feb 2022
Simplified Graph Convolution with HeterophilyNeural Information Processing Systems (NeurIPS), 2022 Sudhanshu Chanpuriya Cameron Musco 186 33 0 08 Feb 2022
A Mini-Block Fisher Method for Deep Neural NetworksInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Achraf Bahamou Shiqian Ma Yi Ren ODL 310 10 0 08 Feb 2022
GraphDCA -- a Framework for Node Distribution Comparison in Real and Synthetic Graphs Ciwan Ceylan Petra Poklukar Hanna Hultin Alexander Kravchenko Anastasia Varava Danica Kragic 144 1 0 08 Feb 2022
Learning Optical Flow with Adaptive Graph ReasoningAAAI Conference on Artificial Intelligence (AAAI), 2022 Ao Luo Fan Yang Kunming Luo Xin Li Haoqiang Fan Shuaicheng Liu 142 67 0 08 Feb 2022
Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure SpaceInternational Conference on Learning Representations (ICLR), 2022 Yaohua Wang Yaobin Zhang Fangyi Zhang Ming-Ching Lin Yuqi Zhang Senzhang Wang Xiuyu Sun CVBM 127 33 0 08 Feb 2022
Rethinking Graph Convolutional Networks in Knowledge Graph CompletionThe Web Conference (WWW), 2022 Zhanqiu Zhang Jie Wang Jieping Ye Feng Wu GNN 110 76 0 08 Feb 2022
Deep learning for drug repurposing: methods, databases, and applications Xiao Pan Xuan Lin Dongsheng Cao Xiangxiang Zeng Philip S. Yu Lifang He R. Nussinov F. Cheng 120 160 0 08 Feb 2022
Boosting Graph Neural Networks by Injecting Pooling in Message Passing Hyeokjin Kwon Jong-Min Lee 96 0 0 08 Feb 2022
NxtPost: User to Post Recommendations in Facebook GroupsKnowledge Discovery and Data Mining (KDD), 2022 Kaushik Rangadurai Yiqun Liu Siddarth Malreddy Xiaoyi Liu P. Maheshwari Vishwanath Sangale Fedor Borisyuk 95 10 0 08 Feb 2022
Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesInternational Conference on Information and Knowledge Management (CIKM), 2022 Yihong Tang Ao Qu A. Chow W. Lam S. Wong Wei-Ying Ma AI4TS 256 73 0 08 Feb 2022
Graph-Relational Domain AdaptationInternational Conference on Learning Representations (ICLR), 2022 Zihao Xu Hao He Guang-He Lee Yuyang Wang Hao Wang OOD 211 30 0 08 Feb 2022
Structured Time Series Prediction without Structural Prior Darko Drakulic J. Andreoli DiffM AI4TS 118 4 0 07 Feb 2022
Message Passing Neural PDE SolversInternational Conference on Learning Representations (ICLR), 2022 Johannes Brandstetter Daniel E. Worrall Max Welling AI4CE 327 342 0 07 Feb 2022
A Variational Edge Partition Model for Supervised Graph Representation LearningNeural Information Processing Systems (NeurIPS), 2022 Yingying He Chaojie Wang Hao Zhang Bo Chen Mingyuan Zhou 236 6 0 07 Feb 2022
More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural NetworksAsia-Pacific Computer Systems Architecture Conference (ACSA), 2022 Jing Xu Rui Wang Stefanos Koffas K. Liang S. Picek FedML AAML 241 34 0 07 Feb 2022
Conversational Agents: Theory and Applications M. Wahde M. Virgolin LLMAG 147 30 0 07 Feb 2022
SimGRACE: A Simple Framework for Graph Contrastive Learning without Data AugmentationThe Web Conference (WWW), 2022 Jun Xia Lirong Wu Jintao Chen Bozhen Hu Stan Z. Li 219 366 0 07 Feb 2022