Link Prediction

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5 papers in the last four weeks, up 25% on the four weeks before. 0.0% of all new papers.

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  1. Neural Structural Reasoner: A Brain-inspired Architecture for Reasoning over Structured Knowledge

    Sep 29, 2026Zixing Jia, Yuhang Pan, Ni JiLink PredictionRelational Reasoning

    Beijing Institute for Brain Research, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 102206, China · Chinese Institute for Brain Research, Beijing; Beijing, 102206, China · Beijing Key Laboratory of Brain Science and Brain-Machine Interface +1

  2. Do Temporal Link Predictors Need Learned Memory? A Smoothed-Count Baseline with a Handful of Parameters

    Sep 28, 2026Lisi Qarkaxhija, Ingo ScholtesLink PredictionTemporal Link Prediction

    Chair of Machine Learning for Complex Networks Center for Artificial Intelligence and Data Science (CAIDAS) Julius-Maximilians-Universität Würzburg, DE

  3. Edge-Level Automorphism in GNNs: A Quantitative Framework and Effective Designs For Link Prediction

    Sep 28, 2026Chen Shao, Donald Loveland, Tobias Käfer +1Link PredictionGNN Expressivity

    Karlsruhe Institute of Technology Karlsruhe, Germany · Department of Computer Science University of Michigan Ann Arbor, MI, USA · Computer Science & Engineering University of Michigan Ann Arbor, MI, USA

  4. EdgeReMIND: A Scalable, Top-Ranked Memorization Baseline for Temporal Multi-Relational Link Prediction

    Sep 15, 2026Bryant PollardLink PredictionTemporal Link Prediction

    Clemson University

  5. Reification as a Transferable Vocabulary: Zero-Shot Link Prediction with Vanilla GNNs

    Sep 12, 2026Camille PradelGraph Neural NetworksLink Prediction

    Matr

  6. Pattern Over-Generalization of Knowledge Graph Embedding

    Sep 3, 2026Junsik Kim, Kangil KimLink PredictionKG Embedding

    Gwangju Institute of Science and Technology

  7. Spectral Initialization and Scheduled Graph Smoothness for Uncertain Knowledge Graph Completion

    Sep 2, 2026Md Abrar Jahin, Taufikur Rahman Fuad, Jay Pujara +1KG CompletionLink Prediction

    University of Southern California · Islamic University of Technology

  8. Recovering Expert Critic-Sourced Network Adjacency between Musical Artists from Acoustic Distributions: A Construct-Validity Approach

    Aug 27, 2026Elena Badillo-Goicoechea, Fengfeng HeCold-Start RecommendationLink Prediction

    University of Chicago Chicago, Illinois, USA

  9. Fairness in Link Prediction Beyond Demographic Parity: A Reproducibility Study

    Aug 10, 2026Valentijn Oldenburg, Floris de Kam, Stef de Wildt +1Learning to RankLink Prediction

    University of Amsterdam

  10. Hyperbolic Graph Embedders for Link Prediction and Topology Reconstruction

    Aug 7, 2026Robert Jankowski, Maksim Kitsak, Dorota Celińska-KopczyńskaLink PredictionUnsupervised Representation Learning

    TU Delft · Indiana University · Institute of Informatics, University of Warsaw

  11. Dynamic Graph Prompting via Topology-Routed Mixed-Curvature Experts

    Aug 6, 2026Quanxin Wang, Xuanting Xie, Bingheng Li +4Link PredictionFew-Shot Learning

    University of Electronic Science and Technology of China · 2Michigan State University · 3Singapore Management University +2

  12. Link prediction on multi-relational graphs from an influence propagation perspective

    Aug 5, 2026Zidu Yin, Yuankai Qi, Dong Gong +3Graph Neural NetworksLink Prediction

    School of Information Science and Technology, Yunnan Normal University, Kunming, China · School of Computing, Macquarie University, Sydney, Australia · School of Computer Science and Engineering, The University of New South Wales, Sydney, Australia +2

  13. ProPRL: Property-Aware Prerequisite Relation Learning in Educational Knowledge Graphs

    Aug 4, 2026Xinghe Cheng, Jiapu Wang, Chaobo He +2Relation ExtractionGraph Representation Learning

    1Jinan University · 2Nanjing University of Science and Technology · 3South China Normal University +1

  14. Multi-Granularity Position Embedding of Graphs via Granular-Ball for Link Prediction

    Jul 31, 2026Sen Zhao, Cheng Liu, Shuyin Xia +4Graph Representation LearningLink Prediction

    Chongqing Key Laboratory of Computational Intelligence, Key Laboratory of Big Data Intelligent Computing, Key Laboratory of Cyberspace Big Data Intelligent Security, Ministry of Education, School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China · Chongqing Key Laboratory of Computational Intelligence, Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China · Chongqing Ant ConsumerFinance Co,. Ltd, Ant Group, Chongqing, 400065, China

  15. Same Graph Cross-Task Transfer in GNNs: Protocols and Predictors

    Jul 30, 2026Neelam Akula, Surbhi Kumar, Murat Kantarcioglu +1Graph Neural NetworksLink Prediction

    Department of Mathematical Sciences, University of Texas at Dallas, Richardson, TX, USA · Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA

  16. Geometric 2D Scene Graph Generation

    Jul 24, 2026Christoph Jahn, Urs Waldmann, Bastian GoldlueckeScene Graph GenerationGraph Representation Learning

    1Mercedes-Benz AG, Sindelfingen, Germany · Department of Computer and Information Science, University of Konstanz, Konstanz, Germany

  17. CoDiffGRN: Rethinking Gene Regulatory Network Inference via the BEELINE-KGC Benchmark and Co-evolutionary Discrete Diffusion

    Jul 14, 2026Jiaze Song, Runhao Zhao, Minghao Xu +2Link PredictionGene Regulatory Network Inference

    Peking University · National University of Defense Technology

  18. Institutional Equity Holdings Prediction Using Node Affinities of Dynamic Graphs

    Jul 13, 2026Emad Izadifar, Zahed RahmatiTemporal GNNsLink Prediction

    aDepartment of Mathematics and Computer Science, Amirkabir University of Technology, Tehran, Iran

  19. TAG-DLM: Diffusion Language Models for Text-Attributed Graph Learning

    Jun 30, 2026Lingjie Chen, Yuanchen Bei, Haobo Xu +3Masked Diffusion ModelsLink Prediction

    UIUC · VISA

  20. Early-Exit Graph Neural Networks for Link Prediction

    Jun 20, 2026Roman Knyazhitskiy, Andrea Giuseppe Di FrancescoEfficient Neural Network InferenceGraph Neural Networks

    University of Cambridge · Sapienza University of Rome

  21. Towards Graph-Based Deep Learning for Map Generalization: Insights from Building Footprints Simplification and Aggregation

    Jun 18, 2026Yanning Wang, Zhiyong Zhou, Zhouyu Liu +2Graph Neural NetworksLink Prediction

    The Hong Kong University of Science and Technology (Guangzhou), China · Zhejiang University, China · Mainz University of Applied Sciences, Germany

  22. Code evolution for link prediction in complex networks

    Jun 18, 2026Alexey Vlaskin, Eduardo G. AltmannAutomated Algorithm DiscoveryLink Prediction

    School of Mathematics and Statistics & Centre for Complex Systems The University of Sydney, 2026, NSW & Sydney, Australia.

  23. Trust-Aware Multi-Agent Traceability: Confidence-Calibrated Knowledge Graphs for Consistent Software Artifact Management

    Jun 15, 2026Mohamed Essam, Kareem Wael, Azza Hassan +4Software EngineeringMulti-Agent Coordination

    CairoMotive · Cairo, Egypt

  24. Model Graph Inductive Learning for Knowledge Graph Completion

    Jun 15, 2026Mohommad Esmaei Khani, Mahdieh Hasheminejad, Ali Taherkhani +1Graph Neural NetworksLink Prediction

    Faculty of Mathematical Science Department of Computer Science, Yazd Unversity,, 100190, Iran. · Department of Mathematics, Institute for Advanced Studies in Basic Sciences (IASBS), 45137-66731, Iran. · Diagnostic and Research Institute of Human Genetics, Medizinische Universität Graz, Graz, 8010, Austria.

  25. Link Prediction or Perdition: the Seeds of Instability in Knowledge Graph Embeddings

    Jun 2, 2026Guillaume Méroué, Fabien Gandon, Pierre MonninLink PredictionKG Embedding

    Université Côte d’Azur, Inria, CNRS, I3S, France

  26. Instance Discrimination for Link Prediction

    May 18, 2026Valentin Cuzin-Rambaud, Mathieu Lefort, Rémy CazabetData AugmentationLink Prediction

    SyCoSMA, DM2L, LIRIS, UCBL · Université Lyon 1, INSA Lyon, CNRS, LIRIS, UMR 5205, Lyon, France. · LIRIS, SyCoSMA, IRISA, MALT, UR +2

  27. ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art Discovery

    May 16, 2026Haofei Yu, Jiaxuan You, Peter Clark +2AI Agents for Scientific DiscoveryLink Prediction

    University of Illinois Urbana-Champaign · Allen Institute for AI

  28. GravityGraphSAGE: Link Prediction in Directed Attributed Graphs

    May 10, 2026Riccardo Porcedda, Francesca Chiaromonte, Fabrizio Lillo +1Graph Neural NetworksGraph Representation Learning

    Department of Excellence L’EMbeDS, Sant’Anna School of Advanced Studies, Pisa, Italy · Department of Statistics and Huck Institutes of the Life Sciences, The Pennsylvania State University, USA · Class of Science, Scuola Normale Superiore, Pisa, Italy +1

  29. H3: A Healthcare Three-Hop Index for Physician Referral Network Prediction

    May 4, 2026Zhexi Gu, Jiaxin Ying, Xu-Wen Wang +1HealthcareLink Prediction

    School of Information and Library Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA · Channing Division of Network Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA · School of Data Science and Society, the Department of Mathematics, and the Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA

  30. Mini-Batch Class Composition Bias in Link Prediction

    Apr 28, 2026Kieran Maguire, Srinandan DasmahapatraGraph Representation LearningLink Prediction

    University of Southampton School of Electronics and Computer Science

  31. Beyond coauthorship: semantic structure and phantom collaborators in transportation research, 1967--2025

    Apr 26, 2026Seongjin ChoiLink PredictionComputational Social Science

    Department of Civil, Environmental, and Geo-Engineering, University of Minnesota Twin Cities, 500 Pillsbury Dr. SE, Minneapolis, MN 55455, USA

  32. One Pass for All: A Discrete Diffusion Model for Knowledge Graph Triple Set Prediction

    Apr 20, 2026Jihong Guan, Jiaqi Wang, Wengen Li +3Link PredictionKG Completion

    School of Computer Science and Technology, Tongji University, Shanghai, China · School of Computer Science, Fudan University, Shanghai, China

  33. A Hybrid TGN-SEAL Model for Dynamic Graph Link Prediction

    Feb 15, 2026Nafiseh Sadat Sajadi, Behnam Bahrak, Mahdi Jafari SiavoshaniTemporal GNNsLink Prediction

    Department of Computer Engineering, Sharif University of Technology, Tehran, Iran. · Tehran Institute for Advanced Studies, Khatam University, Tehran, Iran.

  34. Plain Transformers are Surprisingly Powerful Link Predictors

    Feb 2, 2026Quang Truong, Yu Song, Donald Loveland +4TransformerGraph Representation Learning

    Department of Computer Science and Engineering, Michigan State University, East Lansing, MI, USA. · Snap Inc., Bellevue, WA, USA.