{"total":25,"rows":[{"id":"2512.01868","title":"The Mean-Field Dynamics of Transformers","created":"2025-12-01","cited_by_count":30,"area":null},{"id":"2510.05554","title":"Critical attention scaling in long-context transformers","created":"2025-10-07","cited_by_count":20,"area":null},{"id":"2510.20094","title":"On the Structure of Stationary Solutions to McKean-Vlasov Equations with Applications to Noisy Transformers","created":"2025-10-23","cited_by_count":12,"area":null},{"id":"2510.22026","title":"Normalization in Attention Dynamics","created":"2025-10-24","cited_by_count":9,"area":null},{"id":"2601.21366","title":"Perceptrons and localization of attention's mean-field landscape","created":"2026-01-29","cited_by_count":8,"area":null},{"id":"2602.11534","title":"Krause Synchronization Transformers","created":"2026-02-12","cited_by_count":5,"area":null},{"id":"2605.10931","title":"Quantifying Concentration Phenomena of Mean-Field Transformers in the Low-Temperature Regime","created":"2026-05-11","cited_by_count":5,"area":null},{"id":"2603.06187","title":"Random Quadratic Form on a Sphere: Synchronization by Common Noise","created":"2026-03-06","cited_by_count":4,"area":null},{"id":"2605.08505","title":"Scaling Limits of Long-Context Transformers","created":"2026-05-08","cited_by_count":3,"area":null},{"id":"2605.09011","title":"A Geometric Perspective on Next-Token Prediction in Large Language Models: Three Emerging Phases","created":"2026-05-09","cited_by_count":3,"area":null},{"id":"2605.16747","title":"Propagation of Chaos in Contextual Flow Maps","created":"2026-05-16","cited_by_count":3,"area":null},{"id":"2607.18584","title":"On the Diverse Dynamical Behaviors Arising in Deep Linear Transformers","created":"2026-07-20","cited_by_count":3,"area":null},{"id":"2601.23236","title":"YuriiFormer: A Suite of Nesterov-Accelerated Transformers","created":"2026-01-30","cited_by_count":2,"area":null},{"id":"2605.07772","title":"Training-Induced Escape from Token Clustering in a Mean-Field Formulation of Transformers","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2605.21365","title":"$L^2$ over Wasserstein: Statistical Analysis for Optimal Transport","created":"2026-05-20","cited_by_count":1,"area":null},{"id":"2606.07600","title":"Reachability and asymptotics of Gaussian Transformer dynamics","created":"2026-05-29","cited_by_count":1,"area":null},{"id":"2608.08922","title":"Clustered Attractor Manifolds and Dynamical Condensation in Self-Attention","created":"2026-08-09","cited_by_count":1,"area":null},{"id":"2604.22580","title":"Explanation of Dynamic Physical Field Predictions using WassersteinGrad: Application to Autoregressive Weather Forecasting","created":"2026-04-24","cited_by_count":0,"area":null},{"id":"2605.09213","title":"Kinetic theory for Transformers and the lost-in-the-middle phenomenon","created":"2026-05-09","cited_by_count":0,"area":null},{"id":"2605.12697","title":"A Unified Framework for Critical Scaling of Inverse Temperature in Self-Attention","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2608.16664","title":"Random Quadratic Form with random forcing: Metastable synchronization by noise","created":"2026-08-17","cited_by_count":0,"area":null},{"id":"2609.24202","title":"Opinion Leader Dynamics: How Sparse Attention Shapes Token Clustering","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2609.27008","title":"Sharp Convergence of Wasserstein Gradient Flows for Spectrally Nonnegative Interaction Energies","created":"2026-09-22","cited_by_count":0,"area":null},{"id":"2609.36230","title":"The Role of Feed-Forward Layers in Transformer Dynamics","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.37921","title":"Pattern Formation in Transformers","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}