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Link Prediction Based on Graph Neural Networks

Neural Information Processing Systems (NeurIPS), 2018

27 February 2018

Papers citing "Link Prediction Based on Graph Neural Networks"

50 / 882 papers shown

Title
Decoupling and Damping: Structurally-Regularized Gradient Matching for Multimodal Graph Condensation Lian Shen Zhendan Chen Yinhui jiang Meijia Song Ziming Su Juan Liu Xiangrong Liu 32 0 0 25 Nov 2025
Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models Jiayi Luo Qingyun Sun Lingjuan Lyu Ziwei Zhang Haonan Yuan Xingcheng Fu Jianxin Li AAML AI4CE 32 0 0 22 Nov 2025
Privacy Auditing of Multi-domain Graph Pre-trained Model under Membership Inference Attacks Jiayi Luo Qingyun Sun Yuecen Wei Haonan Yuan Xingcheng Fu Jianxin Li 28 0 0 22 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 192 0 0 10 Nov 2025
CGLE: Class-label Graph Link Estimator for Link Prediction Ankit Mazumder Srikanta Bedathur 108 0 0 10 Nov 2025
Breaking the Dyadic Barrier: Rethinking Fairness in Link Prediction Beyond Demographic Parity João Mattos Debolina Halder Lina A. Silva 144 0 0 09 Nov 2025
IVGAE-TAMA-BO: A novel temporal dynamic variational graph model for link prediction in global food trade networks with momentum structural memory and Bayesian optimization Sicheng Wang Shuhao Chen Jingran Zhou Chengyi Tu 32 0 0 03 Nov 2025
Bridging the Divide: End-to-End Sequence-Graph Learning Yuen Chen Yulun Wu Samuel Sharpe Igor Melnyk Nam Nguyen Furong Huang C. Bayan Bruss Rizal Fathony 70 0 0 29 Oct 2025
WBT-BGRL: A Non-Contrastive Weighted Bipartite Link Prediction Model for Inductive Learning Joel Frank Huarayo Quispe Lilian Berton Didier Vega-Oliveros 40 0 0 28 Oct 2025
Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers Dongyi Liu Jiangtong Li Dawei Cheng Changjun Jiang AAML 80 0 0 26 Oct 2025
Does Homophily Help in Robust Test-time Node Classification? Yan Jiang Ruihong Qiu Zi Huang 72 0 0 25 Oct 2025
A Hierarchical Quantized Tokenization Framework for Task-Adaptive Graph Representation Learning Yang Xiang Li Fan Chenke Yin Chengtao Ji 56 0 0 14 Oct 2025
Higher-order interactions of multi-layer prompt Ziyu Zheng Yaming Yang Ziyu Guan Wei Zhao Xinyan Huang Weigang Lu LRM AI4CE 134 0 0 10 Oct 2025
Multivariate Bernoulli Hoeffding Decomposition: From Theory to Sensitivity Analysis Baptiste Ferrere Nicolas Bousquet Fabrice Gamboa Jean-Michel Loubes Joseph Muré 117 0 0 08 Oct 2025
ASPO: Asymmetric Importance Sampling Policy Optimization Jiakang Wang Runze Liu Lei Lin Wenping Hu Xiu Li Fuzheng Zhang Guorui Zhou Kun Gai 83 0 0 07 Oct 2025
ICEPool: Enhancing Graph Pooling Networks with Inter-cluster Connectivity Michael Yang 68 0 0 05 Oct 2025
Rebuild AC Power Flow Models with Graph Attention Networks Yuting Hu Jinjun Xiong 84 0 0 25 Sep 2025
Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs Michiharu Yamashita Thanh-Binh Tran Delvin Ce Zhang Dongwon Lee 89 0 0 24 Sep 2025
Graph Neural Networks with Similarity-Navigated Probabilistic Feature Copying Asela Hevapathige 88 0 0 23 Sep 2025
Graph Enhanced Trajectory Anomaly Detection Jonathan Mbuya Dieter Pfoser Antonios Anastasopoulos 88 0 0 22 Sep 2025
Anti-Money Laundering Systems Using Deep Learning Mashkhal Abdalwahid Sidiq Yimamu Kirubel Wondaferew 48 0 0 18 Sep 2025
An End-to-End Differentiable, Graph Neural Network-Embedded Pore Network Model for Permeability Prediction Qingqi Zhao Heng Xiao 49 0 0 17 Sep 2025
The Role of Community Detection Methods in Performance Variations of Graph Mining Tasks Shrabani Ghosh Erik Saule 48 1 0 10 Sep 2025
Learning from one graph: transductive learning guarantees via the geometry of small random worlds Nils Detering Luca Galimberti Anastasis Kratsios Giulia Livieri A. M. Neuman 104 2 0 08 Sep 2025
Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses Lincan Li Bolin Shen Chenxi Zhao Yuxiang Sun Kaixiang Zhao Shirui Pan Yushun Dong 116 1 0 27 Aug 2025
Let's Grow an Unbiased Community: Guiding the Fairness of Graphs via New Links Jiahua Lu Huaxiao Liu Shuotong Bai Junjie Xu Renqiang Luo Enyan Dai 136 0 0 21 Aug 2025
A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations Junwei Su Chuan Wu DiffM 112 0 0 20 Aug 2025
Enhancing Contrastive Link Prediction With Edge Balancing Augmentation Chen-Hao Chang Hui-Ju Hung Chia-Hsun Lu Chih-Ya Shen 108 0 0 20 Aug 2025
Improving Fairness in Graph Neural Networks via Counterfactual Debiasing Zengyi Wo Chang Liu Y. X. R. Wang Minglai Shao Wenjun Wang AI4CE 100 1 0 20 Aug 2025
SVDformer: Direction-Aware Spectral Graph Embedding Learning via SVD and Transformer Jiayu Fang Zhiqi Shao S. Choy Junbin Gao 72 0 0 19 Aug 2025
GTool: Graph Enhanced Tool Planning with Large Language Model Wenjie Chen Wenbin Li Di Yao Xuying Meng Chang Gong Jingping Bi 84 1 0 18 Aug 2025
Towards Faithful Class-level Self-explainability in Graph Neural Networks by Subgraph Dependencies Fanzhen Liu Xiaoxiao Ma Jian Yang A. Abuadbba Kristen Moore Surya Nepal Cécile Paris Quan Z. Sheng Jia Wu 112 0 0 15 Aug 2025
A Coarse-to-Fine Human Pose Estimation Method based on Two-stage Distillation and Progressive Graph Neural Network Zhangjian Ji Wenjin Zhang Shaotong Qiao K. Feng Yuhua Qian 3DH 89 0 0 15 Aug 2025
Logical Expressivity and Explanations for Monotonic GNNs with Scoring Functions Matthew Morris David Tena Cucala Bernardo Cuenca Grau 93 0 0 14 Aug 2025
Meta-learning optimizes predictions of missing links in real-world networks Bisman Singh Lucy Van Kleunen Aaron Clauset 56 0 0 12 Aug 2025
Enhancing Rumor Detection Methods with Propagation Structure Infused Language ModelInternational Conference on Computational Linguistics (COLING), 2025 Chaoqun Cui Siyuan Li Kunkun Ma Caiyan Jia 84 4 0 10 Aug 2025
A Graph-Based Framework for Exploring Mathematical Patterns in Physics: A Proof of Concept Massimiliano Romiti 71 0 0 07 Aug 2025
A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation Yu Song Zhigang Hua Harry Shomer Yan Xie Jingzhe Liu Bo Long Hui Liu AI4CE 64 1 0 06 Aug 2025
Skeleton-Guided Learning for Shortest Path Search Tiantian Liu Xiao Li Huan Li Hua Lu Christian S. Jensen Jianliang Xu 38 0 0 04 Aug 2025
NAICS-Aware Graph Neural Networks for Large-Scale POI Co-visitation Prediction: A Multi-Modal Dataset and Methodology Yazeed Alrubyli Omar Alomeir Abrar Wafa Diána Hidvégi Hend Alrasheed Mohsen Bahrami AI4TS 89 0 0 25 Jul 2025
Ralts: Robust Aggregation for Enhancing Graph Neural Network Resilience on Bit-flip Errors Wencheng Zou Nan Wu AAML 101 0 0 24 Jul 2025
Learning-based Privacy-Preserving Graph Publishing Against Sensitive Link Inference AttacksIEEE Transactions on Information Forensics and Security (TIFS), 2025 Yucheng Wu Yuncong Yang Xiao Han Leye Wang Junjie Wu 122 0 0 23 Jul 2025
A Comprehensive Data-centric Overview of Federated Graph Learning Zhengyu Wu X. Li Yinlin Zhu Zekai Chen Guochen Yan ... Hao Zhang Yuming Ai X. Jin Rong-Hua Li Guoren Wang FedML AI4CE 196 0 0 22 Jul 2025
Research on the application of graph data structure and graph neural network in node classification/clustering tasks Yihan Wang Jianing Zhao GNN 77 0 0 20 Jul 2025
Understanding Generalization in Node and Link Prediction Antonis Vasileiou Timo Stoll Christopher Morris AI4CE 164 0 0 01 Jul 2025
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Yan Jiang Hao Zhou LiZhong GU Ai Han TianLong Li 116 0 0 24 Jun 2025
SEP-GCN: Leveraging Similar Edge Pairs with Temporal and Spatial Contexts for Location-Based Recommender SystemsInternational Conference on the Theory of Information Retrieval (ICTIR), 2025 Tan Loc Nguyen Tin T. Tran 102 0 0 19 Jun 2025
Automated Decision-Making on Networks with LLMs through Knowledge-Guided EvolutionInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Xiaohan Zheng Lanning Wei Yong Li Quanming Yao GNN 119 0 0 17 Jun 2025
Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Pascal Plettenberg André Alcalde Bernhard Sick Josephine M. Thomas 213 0 0 12 Jun 2025
Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols Longzhu He Chaozhuo Li Peng Tang Litian Zhang Sen Su Philip S. Yu AAML 198 0 0 11 Jun 2025