Network Science

Ask about this topic

Momentum

13 papers in the last four weeks, up 160% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 136

All topics
CardsList

  1. Effective Resistance and Graph Neural Network Reliability in Tissue-Specific Interactomes

    Oct 1, 2026Jianru ShenNetwork ScienceTissue

    University of Montana Missoula, MT, USA

  2. Degree-Corrected Joint Matrix Factorization for Multilayer Community Detection

    Oct 1, 2026Alexandra Dache, Manon Rustin, Arnaud Vandaele +1Community DetectionNetwork Science

    Department of Mathematics and Operational Research, University of Mons, Mons, Belgium

  3. Transferable Graph Metanetworks

    Sep 30, 2026Yuxin Ma, Adir Dayan, Yam Eitan +2Network ScienceGraph Neural Networks

    Department of Applied Mathematics and Statistics, Johns Hopkins University · Technion · NVIDIA

  4. Pitch Smoothing Using Relative Interval Networks

    Sep 30, 2026Chin-Yun Yu, Chi-Jen Peng, Li Su +1SmoothingVariational

    Centre for Digital Music, Queen Mary University of London, UK · Department of Information Management, National Taiwan University, Taiwan · Institute of Information Science, Academia Sinica, Taiwan

  5. Optimal Tradeoffs Between Network Size and Parameter Magnitude in Neural Approximation and Minimax Regression

    Sep 22, 2026Baicheng Li, Zuowei Shen, Haizhao Yang +1Neural ApproximationsApproximation

    Department of Mathematics, University of Maryland, College Park, MD 20742-4015, USA. · Department of Mathematics, National University of Singapore, Singapore 119076. · Department of Applied Mathematics, The Hong Kong Polytechnic University, Hong Kong, China.

  6. Testing, not presuming, adequacy: calibrating generative social simulators against emergent network structure

    Sep 21, 2026Tengfei Shao, Chao Li, Xu Wang +1Scaling Improve Social SimulationNetwork Science

    Global Education Center, Waseda University, Tokyo, Japan · Department of Industrial and Management Systems Engineering, Waseda University, Tokyo, Japan · School of Informatics, Gunma University, Gunma, Japan

  7. Revisiting the Objective of Echo Chamber Detection

    Sep 16, 2026Abylaikhan Bexeit, Kushani Perera, Shanika Karunasekera +1Community DetectionNetwork Science

    CIS, The University of Melbourne

  8. BeWater: Effective Protesters Navigate Watersheds in Street Networks

    Sep 15, 2026Guillaume Moinard, Matthieu LatapyUrban EnvironmentsCities

    Sorbonne Université, CNRS, LIP6, F-75005 Paris, France

  9. Fundamental Dynamical Units for Physics-Informed Structural Inference from Perturbation Time-Series in Networked Systems

    Sep 14, 2026Nima NouriNetwork SciencePhysics-Informed Learning

    Artificial Intelligence for Science Innovation, AstraZeneca, Waltham, MA, USA

  10. Learning structural balance of graphs from quantum spectral features

    Sep 11, 2026Stefano Scali, Oleksandr KyriienkoGraph Edge SparsificationQubit

    Department of Physics and Astronomy, University of Exeter, Exeter EX4 4QL, UK · School of Mathematical and Physical Sciences, University of Sheffield, Sheffield S10 2TN, UK

  11. SynCo: Synthetic Community-Aware Attributed Graph Generator for Graph Neural Network Benchmarking

    Sep 9, 2026Guilherme Henrique Messias, Mariana Caravanti de Souza, Sylvia Iasulaitis +1Text-Attributed GraphGraph Neural Networks

    Federal University of São Carlos, São Carlos, São Paulo, Brazil · Federal University of Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil

  12. LLMs for Social Network Modeling: From Network Generation to Dynamic Processes

    Sep 7, 2026Shikha Mallick, Alex Thomo, Akrati SaxenaNetwork Science

    Department of Computer Science, University of Victoria, BC, Canada · Leiden Institute of Advanced Computer Science, Leiden University, The Netherlands

  13. A Fundamental Limit in Decentralized Decision-Making

    Sep 7, 2026Marco Carpentiero, Felice Scala, Vincenzo Matta +1Decentralized Autonomous OrganizationNetwork Science

    Department of Information and Electrical Engineering and Applied Mathematics (DIEM), University of Salerno, I-84084 Fisciano (SA), Italy · Institute of Electrical and Micro Engineering, EPFL, CH-1015 Lausanne, Switzerland

  14. Language-encoded network topology enables large language models to reason about complex networks

    Sep 3, 2026Ucchwas Talukder Utsha, Sakib Mostafa, James Zou +1Network ScienceNetwork Topology

    Department of Radiation Oncology, Stanford University, Stanford, California, USA · Department of Electrical Engineering, Stanford University, Stanford, California, USA · Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, California, USA +1

  15. A Network Science Perspective on Evaluating Deep Graph Generative Models

    Sep 1, 2026Tianrui Mao, Abele Malan, Megha Khosla +2Network ScienceGenerative Models

    Delft University of Technology, the Netherlands · University of Neuchˆatel, Switzerland

  16. High-dimensional networks and mean squared error for possibly misspecified models

    Aug 13, 2026Lourens WaldorpLassoHigh-Dimensional

    University of Amsterdam, Nieuwe Achtergracht 129-B, 1018 NP, the Netherlands

  17. Scaling Laws for Majority-based Opinion Dynamics in the Presence of Stubborn Agents

    Aug 11, 2026Luke Meredith, Arpan MukhopadhyayStrategic AgentsPhase Transitions

    University of Warwick

  18. Spectral Embeddings of Degree-αα Laplacians in Random Dot Product Graphs

    Aug 11, 2026John Park, Ning HaoGraph Edge SparsificationGraph Laplacians

    University of Hong Kong · University of Arizona

  19. Mobility, Memory, and Network Structure in Agent-Based Models of Convention Tipping and Convergence

    Aug 7, 2026Joe Shymanski, Garrick Springer, Sandip SenAgent-Based ModelConformity

    University of Tulsa

  20. Hyperbolic Graph Embedders for Link Prediction and Topology Reconstruction

    Aug 7, 2026Robert Jankowski, Maksim Kitsak, Dorota Celińska-KopczyńskaHypergraphsNetwork Science

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

  21. AutoSND: From Execution Evidence to Structural Policies for Automated Network Dismantling Heuristic Discovery

    Aug 4, 2026Zhijing Hu, Changjun Fan, Yufan Deng +1Network ScienceAutomated Heuristic Design

    College of Systems Engineering, National University of Defense Technology Changsha, China · School of Computing and Information Systems, Singapore Management University Singapore

  22. FM4WiFi: Flow Matching for Multi-AP Coordination in Dense Deployments of Beyond Wi-Fi 8 Networks

    Aug 4, 2026Maksymilian Wojnar, Krzysztof Rusek, Katarzyna Kosek-Szott +1WifiAdaptive Coordination

    AGH University of Krakow, Poland

  23. DeRP: An Algorithm for Self-Assembly of Power-Delivery Networks using Recursive Branching in Information-Limited Environments

    Aug 3, 2026Mohammadali Rashidioun, Sangwoo Park, Petras SwisslerBringing Network CodingSwarms

    department of Mechanical and Industrial Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA

  24. Network Information Enhances Unreliable News Domain Detection

    Aug 3, 2026Raphaela Keßler, Roman David Ventzke, Viola Priesemann +1Fake News DetectionHeadlines

    University of Konstanz, Germany · MPI for Dynamics and Self-Organization, Germany · University of Göttingen, Germany +2

  25. Modeling Social Dynamics with an LLM-Enabled Agent Based Network-Dynamic (LAND) Model

    Aug 2, 2026Lynnette Hui Xian Ng, Kathleen M. CarleySocial DynamicsNetwork Science

    Carnegie Mellon University, Pittsburgh, USA

  26. Stimulus-Evoked Network Dynamics in Human Cortical Organoids: From a Graph-Computational Framework to Repeated-Stimulation Depression

    Jul 30, 2026Esmaeil S. Nadimi, Vinay C. Gogineni, Jan-Matthias Braun +3Neural CircuitsNetwork Science

    Applied AI and Data Science Unit, Maersk Mc-Kinney Moller Institute, Faculty of Engineering, University of Southern Denmark · Biomedical Mass Spectrometry and System Biology Unit, Department of Biochemistry and Molecular Biology, Faculty of Science, University of Southern Denmark

  27. More Data, Worse Decisions? Preference Reversals in Neural Networks under Gram Incompatibility

    Jul 28, 2026Yanli Yan, Yuanzheng Li, Yong Zhao +2Neural CollapseDecisions

    Huazhong University of Science and Technology Wuhan, China

  28. Quotient Dynamics, Effective Curvature, and Implicit Bias in Positive Quadratic Networks

    Jul 28, 2026Pengcheng ChengLocal CurvatureWasserstein Gradient Flows

    School of Mathematics, Jilin University Changchun, 130012, China

  29. Teacher Knows It Best: Spontaneous Symmetry Breaking and Tipping Points in Networked Langevin Dynamics AI Sycophancy

    Jul 27, 2026Sayantari Ghosh, Saumik Bhattacharya, Partha Pratim ChakrabartiNetwork ScienceSocial Dynamics

    National Institute of Technology Durgapur, Durgapur, India · Indian Institute of Technology Kharagpur, Kharagpur, India

  30. GTIN: A Unified Framework for Joint Event and Time Prediction in Temporal Graphs

    Jul 26, 2026Mohammad Ostadmohammadi, Sepehr Kazemi, Hamid R. RabieeTemporal Graph Neural NetworksTemporal Dependence

    Department of Computer Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran · Department of Electrical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran · Sharif University of Technology, Azadi Ave., Tehran, Iran

  31. Exploration of the generative capabilities of Boltzmann machines applied to social systems under the majority rule

    Jul 25, 2026Mauricio A. Valle, Gonzalo A. RuzBoltzmann DistributionsModern Deep Networks

    Faculty of Engineering and Sciences Universidad Adolfo Ibáñez Millennium Nucleus for Social Data Science (SODAS) Santiago, Chile · Faculty of Engineering and Sciences Universidad Adolfo Ibáñez Millennium Nucleus for Social Data Science (SODAS) Millennium Nucleus in Data Science for Plant Resilience (PhytoLearning) Santiago, Chile

  32. Ordered Network Analysis of Epistemic Emotions during Collaborative Problem Solving

    Jul 25, 2026Sifatul Anindho, Videep Venkatesha, Jaclyn Ocumpaugh +1AffectiveCollaboration

    Colorado State University, Fort Collins CO 80523, USA · University of Houston, Houston TX 77104, USA

  33. Photonic reservoir computing with complex networks

    Jul 25, 2026Sion Park, Kohei Watabe, Satoshi Sunada +2Reservoir ComputingReservoir

    Department of Information and Computer Sciences, Saitama University, 255 Shimo-okubo, Sakura-ku, Saitama City, Saitama 338-8570, Japan · Faculty of Mechanical Engineering, Institute of Science and Engineering, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa, 920-1192, Japan

  34. Let AI Agents Translate Networks, Not Reason About Them

    Jul 24, 2026Hongyu Hè, Maria ApostolakiArtificial Intelligence ModelsArtificial Intelligence Agents

    Princeton University

  35. Spectral Dynamics of Semantic Drift in Clinical Multi-Agent Language Model Networks

    Jul 23, 2026Amritesh BanerjeeMulti-Agent Large Language Model SystemsDiagnosis

    University of Massachusetts Amherst, USA

  36. ANet Patu-1: The Value of Connection in the Agent Network

    Jul 16, 2026Mu Yuan, Jinke Song, Zhaomeng Zhou +1Network ScienceScaling Laws

    Agent Network Research · The Chinese University of Hong Kong · Mu Yuan1,2 +5

  37. Penny: Transition Network Analysis of Learner-Chatbot Interactions in Scaffolded EFL Writing

    Jul 16, 2026Steve Woollaston, Brendan Flanagan, Yuko Toyokawa +1Ai-Assisted WritingChatbots

    Academic Center for Computing and Media Studies, Kyoto University, Japan · College of Information Science and Engineering, Ritsumeikan University, Japan

  38. Learning the Graphical Nature of Symmetries

    Jul 13, 2026Rashid Barket, Enrico Grimaldi, Yacoub Hendi +3Acyclic GraphsFinite Groups

    Coventry University, Coventry, UK · Department of Computer, Control and Management Engineering, Sapienza University of Rome, Rome, Italy · Uppsala University, Uppsala, Sweden +5

  39. Conceptual Networks for Cross-Linguistic Idiomatic Expressions: A Feature-Based Graph Approach

    Jul 10, 2026Kiran Pala, Punam Silu, Luxin YuIdiomMetaphors

    University of Eastern Finland, Finland · Indian Institute of Technology Ropar, India

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

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

    Center for Nonlinear and Complex Systems, Università degli Studi dell’Insubria, Como, Italy

  41. CHM-Net: Center Heatmap-driven Macro-Micro Modeling Network for MRI-based Microbial Density Stratification

    Jul 10, 2026Jiaming Liang, Haolin Chen, Tingting Li +7Bacterial Colony CountingLesion

    School of Computer Science and Engineering South China University of Technology Guangzhou, China · School of Future Technology South China University of Technology Guangzhou, China · Department of Medical Imaging Affiliated Cancer Hospital, Guangzhou Medical University Guangzhou, China

  42. A Machine Learning Surrogate for Component Criticality Ranking in Interdependent Power-Communication Networks

    Jul 9, 2026Sohini Roy, Xheni HylviuPower SystemsCyber-Physical System

    Department of Computer Science University of Nevada, Las Vegas Las Vegas, USA

  43. Dimensionality Reduction Meets Network Science: Sensemaking on UMAP's kNN Graph

    Jul 9, 2026Duen Horng Chau, Donghao Ren, Fred Hohman +1Dimensionality ReductionCommunity Detection

    Apple

  44. Image classification via a quantum-inspired strategy involving a mixture of experts

    Jul 8, 2026Kumari Jyoti, Rohith Babu, Apoorva D. PatelImage ClassificationQuantum Annealing

    Centre for High Energy Physics, Indian Institute of Science, Bangalore 560012

  45. On the feasibility of dependency parsing of non-human sequences without a gold standard. Is evaluation possible in other species?

    Jul 7, 2026Ramon Ferrer-i-Cancho, Catherine Hobaiter, Thore Bergman +1Syntactic StructureSpecies

    Universitat Politècnica de Catalunya, Department of Computer Science · University of St Andrews, School of Psychology and Neuroscience · University of Michigan, Departments of Psychology and Ecology and Evolutionary Biology +1

  46. Visual graphs for image classification: does the structure affect performance?

    Jul 7, 2026Alessandra IbbaNetwork ScienceImage Classification

    University of Sassari - Department of Engineering, Sassari, Italy

  47. Decomposition for Bayesian Networks: Local and Parallel Inference

    Jul 6, 2026Pei Heng, Xinyi Hu, Yi SunBayesian NetworksProbabilistic Inference

    Institute of Statistics and Data Science, Xinjiang University of Finance and Economics, Urumqi, China

  48. Social Networks of LLM Agents

    Jul 4, 2026Kaixuan Liu, Guojun Xiong, Weinan Zhang +1Large Language Model AgentsSocial Media

    Department of Computer Science Emory University Atlanta, GA 30322 · School of Computer Science Shanghai Jiao Tong University Shanghai, China

  49. SWIFT: A Small-World Interaction Framework for Flow-Aware Trajectory Prediction in Autonomous Driving

    Jul 3, 2026Chengyue Wang, Bin Rao, Haicheng Liao +3Accurate Traffic ForecastingTrajectory Forecasting

    State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau · Department of Civil and Environmental Engineering, University of Macau, Macau

  50. HNSW with Accuracy Guarantees Using Graph Spanners

    Jul 2, 2026Minghao Li, Raghav Mittal, Sanjivni Rana +3Approximate Nearest-Neighbor SearchSearch Algorithms

    University of Toronto Toronto, Canada · The University of Texas At Arlington Arlington, Texas, USA · IIT Bombay Mumbai, India

  51. Boundary Degree as a Node-level Feature for Epidemic Scenario Identification in Agent-based Cascade Simulations

    Jun 28, 2026Amro Alabsi Aljundi, Galen Harrison, Jiangzhuo Chen +3Epidemiological ModelsNetwork Science

    Biocomplexity Institute, University of Virginia, Charlottesville, VA, USA

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

    Jun 27, 2026Krishna HalaharviVector DatabaseNetwork Topology

    HyphaeDB

  53. Surviving by Serving: Functional Relevance Drives Self-Organization in Complex Adaptive Systems

    Jun 25, 2026Claus Metzner, Ali Ghebleh, Achim Schilling +3Self-OrganizationEmergence

    Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nürnberg (FAU), Germany · Neuromodulation and Neuroprosthetics, University Hospital Mannheim, University Heidelberg, Germany · Neuroscience Lab, University Hospital Erlangen, Germany +1

  54. Formation of Circular Directed Networks with Shared Link Costs

    Jun 21, 2026Juan M. C. Larrosa, Fernando TohméNash EquilibriumEquilibrium

    Department of Economics, Universidad Nacional del Sur; Instituto de Ciencias e Ingenier´ıa de la Com- putaci´on (ICIC). · Department of Economics, Universidad Nacional del Sur; Instituto de Matem´atica de Bah´ıa Blanca (INMABB).

  55. Early-Exit Graph Neural Networks for Link Prediction

    Jun 20, 2026Roman Knyazhitskiy, Andrea Giuseppe Di FrancescoZero-Shot Link PredictionGraph Neural Networks

    University of Cambridge · Sapienza University of Rome

  56. Artificial collectives of specialists and generalists excel at different tasks

    Jun 18, 2026John Meluso, Laurent Hébert-Dufresne, Christoph Riedl +1Multi-Agent CommunicationCollective Behaviors

    Cornell University · University of Vermont · Santa Fe Institute +1

  57. Critical Percolation as a Synthetic Data Model for Interpretability

    Jun 18, 2026Aryeh Brill, Tom Ingebretsen CarlsonSynthetic DataInterpretability

    Principles of Intelligence

  58. U2^2Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection

    Jun 18, 2026Junhui Li, Jialu Li, Youshan ZhangRgb-Thermal Object DetectionMamba-Based Models

    School of Electronics and Information Engineering, University of Science and Technology Liaoning, China · School of Artificial Intelligence, Chuzhou University, Anhui, China · MS in Artificial Intelligence, Yeshiva University, New York, USA

  59. Code evolution for link prediction in complex networks

    Jun 18, 2026Alexey Vlaskin, Eduardo G. AltmannZero-Shot Link PredictionNetwork Science

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

  60. Geometric and Stochastic Analysis of Discontinuities in Sparse Mixture-of-Experts

    Jun 17, 2026Tho Tran Huu, Huu-Tuan Nguyen, Thien-Hai Nguyen +4Mixture-Of-ExpertsStochastic Differential Equations

    Department of Mathematics, National University of Singapore, Singapore · Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology (HCMUT), VNU-HCM, Ho Chi Minh City, Vietnam