Topology

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Period ending 2026-09-21

8 new papers

A weekly snapshot of new work published in Topology.

Period ending 2026-09-14

10 new papers

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Period ending 2026-09-07

7 new papers

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269 papers

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  1. Topological Void Analysis A Mathematical Framework for Systematic Technical Innovation Discovery in Knowledge Spaces

    Apr 20, 2026Kris PanInnovationTopological Data Analysis

  2. Contraction and Hourglass Persistence for Learning on Graphs, Simplices, and Cells

    Apr 19, 2026Mattie Ji, Indradyumna Roy, Vikas GargPersistent HomologyGraph Neural Networks

  3. SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology

    Apr 19, 2026Zheng Nie, Ruolin Shen, Xinlei Yu +3Multimodal AgentsMulti-Agent Systems

  4. DuConTE: Dual-Granularity Text Encoder with Topology-Constrained Attention for Text-attributed Graphs

    Apr 19, 2026Lexuan Liang, Tao Zou, Xuxiang Ta +1Text-Attributed GraphGraph Neural Networks

  5. The Topological Trouble With Transformers

    Apr 18, 2026Michael C. Mozer, Shoaib Ahmed Siddiqui, Rosanne LiuFeed-Forward NetworkTopological Data Analysis

  6. TSM-Pose: Topology-Aware Learning with Semantic Mamba for Category-Level Object Pose Estimation

    Apr 18, 2026Jinshuo Liu, Bingtao Ma, Junlin Su +6Category-Level Object Pose EstimationKeypoint Detection

  7. Spectral Kernel Dynamics for Planetary Surface Graphs: Distinction Dynamics and Topological Conservation

    Apr 17, 2026Jnaneshwar DasTopological Data AnalysisLunar Surface

  8. The Global Neural World Model: Spatially Grounded Discrete Topologies for Action-Conditioned Planning

    Apr 17, 2026Noureddine KermicheJoint-Embedding Predictive ArchitecturesClassical Planning

  9. ReactBench: A Benchmark for Topological Reasoning in MLLMs on Chemical Reaction Diagrams

    Apr 17, 2026Qiang Xu, Shengyuan Bai, Yu Wang +6Reasoning BenchmarkVisual Reasoning

  10. A B-Spline Function Based 3D Point Cloud Unwrapping Scheme for 3D Fingerprint Recognition and Identification

    Apr 17, 2026Mohammad Mogharen Askarin, Jiankun Hu, Min Wang +2FingerprintB-Spline

  11. Structure as Computation: Developmental Generation of Minimal Neural Circuits

    Apr 16, 2026Duan ZhouSynaptic PlasticityMinimal

  12. Building Extraction from Remote Sensing Imagery under Hazy and Low-light Conditions: Benchmark and Baseline

    Apr 16, 2026Feifei Sang, Wei Lu, Hongruixuan Chen +2Single Image DehazingRemote Sensing

  13. KGS-GCN: Kinematics-Driven Gaussian Splatting and Probabilistic Topology for Skeleton-Based Action Recognition

    Mar 16, 2026Yuhan Chen, Yicui Shi, Guofa Li +4Skeleton-Based Action RecognitionPose-Guided Kinematic Reasoning

  14. Deep Learning Network-Temporal Models For Traffic Prediction

    Mar 12, 2026Yufeng Xin, Ethan FanAccurate Traffic ForecastingMultivariate Time Series Forecasting

  15. Persistent Entropy as a Detector of Phase Transitions

    Feb 8, 2026Marcos Gutierrez-del-Pozo, Eduardo Paluzo-Hidalgo, Matteo RuccoPhase TransitionsChange-Point Detection

  16. Agent Identity URI Scheme: Topology-Independent Naming and Capability-Based Discovery for Multi-Agent Systems

    Jan 21, 2026Roland R. RodriguezMulti-Agent SystemsCp-Agent

  17. Persistent Multiscale Density-based Clustering

    Dec 18, 2025Daniël Bot, Leland McInnes, Jan AertsImage ClusteringDensity Ratio Estimation

  18. Beyond Topology: A Morphological Symmetry Graph Representation for Locomotion Policy Learning

    Nov 30, 2025Sizhe Wei, Xulin Chen, Fengze Xie +3Perceptive Locomotion PoliciesTopological Data Analysis

  19. Mixed Data Clustering Survey and Challenges

    Nov 27, 2025Maxence Choufa, Clement Cornet, Guillaume Guerard +2Image ClusteringData Lakes

  20. Power Homotopy for Zeroth-Order Non-Convex Optimizations

    Nov 17, 2025Chen XuConvex OptimizationSmoothing

  21. TOPO-Bench: An Open-Source Topological Mapping Evaluation Framework with Quantifiable Perceptual Aliasing

    Oct 5, 2025Jiaming Wang, Jizhuo Chen, Diwen Liu +1Topological Data AnalysisPerceptual Aliasing

  22. Explainable Information Processing in Particle Swarm Optimization through Landscape and Search Behavior Analysis

    Sep 8, 2025Nitin Gupta, Bapi Dutta, Anupam YadavParticle Swarm OptimizationOptimization Landscape

  23. Topological data analysis using persistent discrete homology

    Jun 17, 2025Chris Kapulkin, Nathan KershawPersistent HomologyTopological Data Analysis

  24. Learning Chern Numbers of Topological Insulators with Gauge Equivariant Neural Networks

    Feb 21, 2025Longde Huang, Oleksandr Balabanov, Hampus Linander +3Quantum Topological PhasesEquivariant Neural Networks

  25. Big data approach to Kazhdan-Lusztig polynomials

    Dec 2, 2024Abel Lacabanne, Daniel Tubbenhauer, Pedro VazPolynomialsSymmetry

  26. Topology-enhanced machine learning for speech signal processing

    Nov 26, 2023Pingyao Feng, Qingrui Qu, Haiyu Zhang +4Topological Deep LearningSignal Processing

  27. PhyloGFN: Phylogenetic inference with generative flow networks

    Oct 12, 2023Mingyang Zhou, Zichao Yan, Elliot Layne +5Phylogenetic TreesGenerative Flow Networks

  28. Universal Topological Regularity of Syntactic Structures

    Jan 31, 2023Fermín Moscoso del Prado MartínSyntactic StructureUniversality

  29. MRI-based Deep Radiomic Phenotyping of Neuromuscular Disorders: A Topology-driven Characterization

    Date pendingMartyna Żur, \Lukasz Piórecki, Marek Socha +5Key Vertebral Morphometry VariablesBiomarker