Topology

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Period ending 2026-09-21

8 new papers

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Period ending 2026-09-14

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Period ending 2026-09-07

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269 papers

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  1. Denoising 3D images: robustness of persistent homology measures

    Jul 27, 2026Ebru Dagdelen, Aakash Karlekar, Manav Arora +4Persistent HomologyImage Denoising

  2. Topological Data Analysis and Graph-Theoretic Approaches for Tennis Match Prediction

    Jul 26, 2026Jake Schwaderer, Alexander Bastien, Omid Khormali +3Table Tennis RobotTopological Data Analysis

  3. Adaptive Graph-of-Islands Evolution for Automatic Feature Engineering with LLMs

    Jul 25, 2026Sha Li, Naren RamakrishnanFeature EngineeringTabular Learning

  4. Queryable Self-Organizing Maps: A Database Abstraction for Topology-Driven Data Exploration

    Jul 24, 2026Denis Mayr Lima Martins, Gottfried VossenData MiningManifold Learning Method

  5. HGeo-TopoMap: Boosting Topological Mapping with Hierarchical Geometric Priors

    Jul 23, 2026Siyu Li, Kunyu Peng, Di Wen +3Topological Deep LearningTopological Data Analysis

  6. Masked Topology Modeling for Self-Supervised Learning on Parametric CAD

    Jul 22, 2026Heinrich Jiang, Jennifer JangComputer-Aided DesignTopological Deep Learning

  7. Guarantees by Construction for Learned Finite Volume Schemes on Steady Supersonic Flow

    Jul 22, 2026Denis GueyffierShallow Water EquationsTurbulence

  8. GUIDED Network-Agnostic Feature Initialization for Spatial Transferability in GNN-based Models

    Jul 21, 2026Alessandro Scalese, Santhanakrishnan Narayanan, Constantinos AntoniouTemporal Graph Neural NetworksAccurate Traffic Forecasting

  9. Topological Signatures of Context-Level Reliability in TabPFN

    Jul 20, 2026James Hu, Mahdi GhelichiPersistent HomologyTabular Prior-Data Fitted Network

  10. Calibrated Alzheimer's Conversion Risk in Mild Cognitive Impairment: Persistent Homology of Clinical Trajectories with Conformal Guarantees

    Jul 20, 2026Navin BondadeAlzheimerMild Cognitive Impairment

  11. TopoGS: Planar Reconstruction via Topology-aware 3D Gaussian Splatting

    Jul 18, 2026Shanshan Pan, Jiale Chen, Yilin Liu +1Topological Data AnalysisGeoquery

  12. Discrete Ricci Curvature on Protein Contact Graphs for Lightweight Fold Classification

    Jul 17, 2026Jianru ShenEmbedding DimensionRotation-Invariant Descriptors

  13. SPECS: Speciated Evolutionary Circuit Synthesis

    Jul 15, 2026Yağız Gençer, Stefan Uhlich, Andrea Bonetti +3Analog CircuitsTopological Data Analysis

  14. Quantum Topological Data Encoding

    Jul 15, 2026Adam Wesołowski, Dimitrios Thanos, Daniel Leykam +1Quantum Machine LearningTopological Data Analysis

  15. MxGPS: Multiplex Graph Transformers for a Power Grid Foundation Model

    Jul 15, 2026Charilaos Papaioannou, Ioannis Tsantilas, Dimitris Giannakakos +9Ac Optimal Power FlowHeterogeneous Graph Transformers

  16. Nexus: Native Mesh Generation with Diffusion

    Jul 15, 2026Hanxiao Wang, Ying-Tian Liu, Yuan-Chen Guo +5MeshesVoxel

  17. PixelLoop: Shortcut Topological Navigation with Pixel-Level Loops

    Jul 14, 2026Sarthak Chittawar, Vansh Garg, Aditya Vadali +4Object Goal NavigationSimultaneous Localization And Mapping

  18. Gradient-Free Topology Adaptation for Power Flow Surrogates via In-Context Whitening

    Jul 14, 2026Ayushi Jolotia, Parikshit PareekAc Optimal Power FlowAccurate Surrogate Models

  19. GraspGraphNet: Graph-Structured Multi-Embodiment Dexterous Grasp Generation

    Jul 13, 2026Yeonseo Lee, Taeyeop Lee, Hyosup Shin +2Grasp GenerationGrasps

  20. SLIDER: Sparse History-Guided Aerial Robot Target Search using Sliding Local Maps

    Jul 12, 2026Xiaolei Hou, Zheng Pan, Hua Lan +6Aerial RobotsUnknown Environments

  21. Tracking Through Decoupling Singularities: A Singularity-Robust Homotopy-Continuation Extension of Feedback Linearization

    Jul 11, 2026Alex BorisevichFeedback LinearizationSingularity

  22. Neural Motion Blending Across Arbitrary Character Topologies

    Jul 11, 2026Luca Cazzola, Giulia Martinelli, Nicola ConciSkeletonMotion Generation

  23. TopoExplore: Topological Discrimination for Archive-Based Exploration

    Jul 10, 2026Jason CarlsonAutonomous Exploration StrategiesTopological Data Analysis

  24. Depth-Efficient Quantum Topological Data Analysis for Regime-Specific Detection of Financial Stress

    Jul 10, 2026Arul Rhik Mazumder, Shreyan Ronit MazumderQuantum Error CorrectionQubit

  25. Graph Neural Networks for Scalable and Transferable Node Centrality Approximation

    Jul 10, 2026Samra Sana, Giorgio Mantica, Saul ImbriciMultiple Centrality MeasuresGraph Neural Networks

  26. A study of holes: Topological analysis reveals crowd dynamics regimes in a bidirectional corridor scenario

    Jul 7, 2026Sabrina Desiree Kern, Gerta KösterPersistent HomologyTopological Data Analysis

  27. Shape Over Intensity: Directional Topological Encoding for False Positive Reduction in Intracranial Aneurysm Detection

    Jul 6, 2026Akshay Gokhale, Mansi DhamneCoronary AngiographyConvolutional Neural Networks

  28. Breaking Structural Isolation: Scalable Graph Clustering via Community-Aware Sampling and Structural Entropy

    Jul 6, 2026Jingyun Zhang, Hao Peng, Jianxin Li +2Graph Representation LearningContrastive Learning

  29. Air-Plan: Query-Optimized Topology Selection for Over-the-Air Decentralized Federated Learning

    Jul 5, 2026Kaushal Attaluri, Rebeca P. Diaz-Redondo, Manuel Fernandez VeigaFederated LearningWireless Resource Allocation

  30. Topology-Driven Transferability Estimation for 3D Medical Vision Foundation Models

    Jul 5, 2026Jiaqi Tang, Shaoyang Zhang, Fandong Zhang +3Medical Image Segmentation3D Semantic Segmentation

  31. Omni-Sleep: A Sleep Foundation Model via Hierarchical Contrastive Learning of CNS-ANS Dynamics

    Jul 4, 2026Zhoujie Hou, Song Wang, Kexin Lou +3Sleep Stage ClassificationMultimodal Physiological Signals

  32. Complexity of Normalized Persistence Problems for Topological Data Analysis and Local Hamiltonians

    Jul 3, 2026Dominic Lowe, M. S. Kim, Roberto Bondesan +1Persistent HomologyNp-Hard

  33. SAMoR: Motion Modelling for Articulated Objects of Any Skeleton and Topology

    Jul 2, 2026Yuhao Zhang, Gerard Pons-Moll, Tolga BirdalSkeletonHuman Motion Generation

  34. MapDreamer: Aerial Imagery Conditioned Latent Diffusion for Lane-Level Map Generation

    Jul 1, 2026Julian Brandes, Philipp Crocoll, Wolfram BurgardLane-Level Map GenerationLatent Diffusion Model

  35. The Three Dimensions of ROS 2 Middleware

    Jul 1, 2026Sanghoon Lee, Taehun Kim, Angelo Corsaro +1Robot Operating SystemRobotics

  36. Low-dimensional topology of deep neural networks

    Jun 30, 2026Junyu Ren, Lek-Heng LimFeed-Forward NetworkNeural Network

  37. PS-MOT: Cultivating Instance Awareness from Point Seeds for Multi-Object Tracking

    Jun 29, 2026Kai Luo, Fei Teng, Mengfei Duan +6Multi-Object TrackingPhotometric Supervision

  38. Comparing Chatbot Performance Enhanced with Persistent Homology

    Jun 29, 2026Nithisha Raghavaraju, Barbara Giunti, Bastian RieckPersistent HomologyChatbots

  39. TopoAgent: An Agentic Framework for Automated Topology Learning in Medical Imaging

    Jun 29, 2026Guangyu Meng, Pengfei Gu, Xueyang Li +3Topological Deep LearningMedical Imaging

  40. HyphaeDB: A Living Knowledge Topology for Agent-First Memory

    Jun 27, 2026Krishna HalaharviAgent MemoryVector Database

  41. Learning Topology-Aware Representations via Test-Time Adaptation for Anomaly Segmentation

    Jun 26, 2026Ali Zia, Usman Ali, Abdul Rehman +5Stable Test-Time AdaptationTopological Data Analysis

  42. CANNs: A Toolkit for Research on Continuous Attractor Neural Networks

    Jun 26, 2026Sichao He, Aiersi Tuerhong, Shangjun She +4Human Visual CortexAttractors

  43. QueenBee Planner: Skill-Evolving Communication Topologies for Token-Efficient LLM Multi-Agent Systems

    Jun 25, 2026Congjia Tian, Yuhang Yao, Jiaming CuiMulti-Agent SystemsPlanning Methods

  44. Directed Graph Topology Inference via Graph Filter Identification

    Jun 25, 2026Rasoul Shafipour, Andrei Buciulea, Santiago Segarra +2Topological Data Analysis

  45. Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery

    Jun 24, 2026Sophia Li, Max Zhao, Raghu G. Raj +1Flood DetectionSen1Floods11

  46. DeformGen: Dynamics-Based Topology Augmentation for Deformable Manipulation Policy Learning

    Jun 24, 2026Zili Lin, Wenyao Zhang, Yuyang Zhang +9Deformable ObjectsDeformable

  47. TopoCast: A Topological Fidelity Framework for Evaluating Transformer-Based Time Series Forecasting

    Jun 24, 2026Sandeepa Weerasekara, Sandareka WickramanayakeTopological Data AnalysisSpatio-Temporal Transformers

  48. Automated Quality Assessment of Geospatial Vector Data: A GeoAI Approach using Spatial Representation Learning

    Jun 23, 2026Hao Li, Chen Chu, Filip Biljecki +2GeospatialSpatial Representation

  49. The Topology of Ill-Posed Questions: Persistent Homology for Detection and Steering in LLMs

    Jun 22, 2026Guangyu Jiang, Sizhe Tang, Mahdi Imani +1Hidden StatesResponses

  50. SEMIR: Topology-Preserving Graph Minors for Thin-Structure Segmentation

    Jun 22, 2026Luke James Miller, Yugyung LeeTopological Deep LearningGraph Representation Learning

  51. ScalingAttention: Discovering Intrinsic Sparse Attention Topology for Video Diffusion Transformers

    Jun 22, 2026Ruiliang Zhou, Xuecheng Wu, Kang He +6Dynamic Sparse AttentionSpatial Attention

  52. Quantum-Inspired Contextual Learning for Sparse-Ring Fraud Detection in Dynamic Transaction Graphs

    Jun 22, 2026Behnam Tonekaboni, Hiroshi YamauchiFraud DetectionGraph Representation Learning

  53. Retrieval-Augmented Multimodal Learning for Enzyme-Substrate Interaction Prediction Under Low-Homology Shift

    Jun 22, 2026Chen Liu, Bingxin Zhou, Xinyuan Wang +3Heterogeneous CatalysisPersistent Homology

  54. FLYNN: Robust Neural Network for Robot Navigation using Fly Brain Topology

    Jun 21, 2026Benquan Wang, Jingdao ChenRecurrent Neural NetworksBrain Connectome Modality

  55. Topological summaries of fingerprint ridge patterns carry identity information

    Jun 20, 2026Chad M. Topaz, Niny Arcila-Maya, Elizabeth Munch +2FingerprintTopological Data Analysis

  56. Topological Data Analysis for High-Dimensional Dynamic Process Monitoring

    Jun 18, 2026Angan Mukherjee, Tyler A. Soderstrom, Michael J. Kurtz +1Topological Data AnalysisTime Series

  57. TriFlow: Generating Artist-Like 3D Mesh Topology via Nearest-Vertex Vector Fields

    Jun 18, 2026Haoxuan Li, Ziya Erkoç, Daniele Sirigatti +4MeshesTopological Data Analysis

  58. Tracking Representation Dynamics in Large Language Models with Persistent Homology

    Jun 17, 2026Naman Malhotra, Jay Ambadkar, Abhinav Gupta +4Latent Representation AlignmentModel Activations

  59. ChronoSurv: A Clinical Pathway-Guided Graph Framework for Multimodal Survival Analysis

    Jun 17, 2026Hugo Miccinilli, Theo Di PiazzaSurvival PredictionsPatient Trajectories

  60. A homotopy-type-theoretic generalization of neurosymbolic inference

    Jun 16, 2026Fernando Zhapa-Camacho, Robert HoehndorfNeuro-Symbolic FrameworkSymmetry