{"total":45,"rows":[{"id":"2207.02505","title":"Pure Transformers are Powerful Graph Learners","created":"2022-07-06","cited_by_count":188,"area":null},{"id":"2311.12351","title":"Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey","created":"2023-11-21","cited_by_count":72,"area":null},{"id":"2108.08842","title":"EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning","created":"2021-08-19","cited_by_count":55,"area":null},{"id":"2106.03764","title":"On the Expressive Power of Self-Attention Matrices","created":"2021-06-07","cited_by_count":47,"area":null},{"id":"2105.14737","title":"Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation","created":"2021-05-31","cited_by_count":26,"area":null},{"id":"2302.08923","title":"Are Gaussian data all you need? Extents and limits of universality in high-dimensional generalized linear estimation","created":"2023-02-17","cited_by_count":26,"area":null},{"id":"2110.04367","title":"Hybrid Random Features","created":"2021-10-08","cited_by_count":25,"area":null},{"id":"2201.03794","title":"Efficient Non-Local Contrastive Attention for Image Super-Resolution","created":"2022-01-11","cited_by_count":25,"area":null},{"id":"2205.15317","title":"Chefs' Random Tables: Non-Trigonometric Random Features","created":"2022-05-30","cited_by_count":21,"area":null},{"id":"2305.00156","title":"Taming graph kernels with random features","created":"2023-04-29","cited_by_count":17,"area":null},{"id":"2110.08323","title":"On Learning the Transformer Kernel","created":"2021-10-15","cited_by_count":15,"area":null},{"id":"2112.00195","title":"Efficient Online Bayesian Inference for Neural Bandits","created":"2021-12-01","cited_by_count":15,"area":null},{"id":"2201.08712","title":"Improved Random Features for Dot Product Kernels","created":"2022-01-21","cited_by_count":12,"area":null},{"id":"2310.04859","title":"General Graph Random Features","created":"2023-10-07","cited_by_count":10,"area":null},{"id":"2203.01599","title":"Uniform Approximations for Randomized Hadamard Transforms with Applications","created":"2022-03-03","cited_by_count":9,"area":null},{"id":"2301.13856","title":"Simplex Random Features","created":"2023-01-31","cited_by_count":9,"area":null},{"id":"2305.12470","title":"Quasi-Monte Carlo Graph Random Features","created":"2023-05-21","cited_by_count":9,"area":null},{"id":"2310.13225","title":"Scalable Neural Network Kernels","created":"2023-10-20","cited_by_count":9,"area":null},{"id":"2311.12214","title":"Random Fourier Signature Features","created":"2023-11-20","cited_by_count":9,"area":null},{"id":"2410.24153","title":"Dense Associative Memory Through the Lens of Random Features","created":"2024-10-31","cited_by_count":8,"area":null},{"id":"2310.04854","title":"Repelling Random Walks","created":"2023-10-07","cited_by_count":6,"area":null},{"id":"2405.15310","title":"Spectraformer: A Unified Random Feature Framework for Transformer","created":"2024-05-24","cited_by_count":5,"area":null},{"id":"2510.04008","title":"RACE Attention: A Strictly Linear-Time Attention Layer for Training on Outrageously Large Contexts","created":"2025-10-05","cited_by_count":5,"area":null},{"id":"2202.02031","title":"Complex-to-Real Sketches for Tensor Products with Applications to the Polynomial Kernel","created":"2022-02-04","cited_by_count":4,"area":null},{"id":"2102.04353","title":"Unlocking Pixels for Reinforcement Learning via Implicit Attention","created":"2021-02-08","cited_by_count":3,"area":null},{"id":"2208.01191","title":"Implicit Two-Tower Policies","created":"2022-08-02","cited_by_count":3,"area":null},{"id":"2405.16541","title":"Variance-Reducing Couplings for Random Features","created":"2024-05-26","cited_by_count":2,"area":null},{"id":"2408.13231","title":"On the design of scalable, high-precision spherical-radial Fourier features","created":"2024-08-23","cited_by_count":2,"area":null},{"id":"2601.22563","title":"EUGens: Efficient, Unified, and General Dense Layers","created":"2026-01-30","cited_by_count":2,"area":null},{"id":"2604.23418","title":"Approximating Uniform Random Rotations by Two-Stage Structured Hadamard Rotations in High Dimensions","created":"2026-04-25","cited_by_count":2,"area":null},{"id":"2101.05239","title":"Denoising Score Matching with Random Fourier Features","created":"2021-01-13","cited_by_count":1,"area":null},{"id":"2302.11174","title":"Error Estimation for Random Fourier Features","created":"2023-02-22","cited_by_count":1,"area":null},{"id":"2310.07370","title":"Orthogonal Random Features: Explicit Forms and Sharp Inequalities","created":"2023-10-11","cited_by_count":1,"area":null},{"id":"2502.15575","title":"Feature maps for the Laplacian kernel and its generalizations","created":"2025-02-21","cited_by_count":1,"area":null},{"id":"2503.01720","title":"Quality Measures for Dynamic Graph Generative Models","created":"2025-03-03","cited_by_count":1,"area":null},{"id":"2511.03824","title":"Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks","created":"2025-11-05","cited_by_count":1,"area":null},{"id":"2602.03797","title":"Manifold Random Features","created":"2026-02-03","cited_by_count":1,"area":null},{"id":"2605.01263","title":"New Bounds for Kernel Sums via Fast Spherical Embeddings","created":"2026-05-02","cited_by_count":1,"area":null},{"id":"2406.18173","title":"UIO-LLMs: Unbiased Incremental Optimization for Long-Context LLMs","created":"2024-06-26","cited_by_count":0,"area":null},{"id":"2410.09771","title":"EUGens: Efficient, Unified, and General Dense Layers","created":"2024-10-13","cited_by_count":0,"area":null},{"id":"2411.03375","title":"Kernel Approximation using Analog In-Memory Computing","created":"2024-11-05","cited_by_count":0,"area":null},{"id":"2509.25228","title":"Random Projection Flows for Efficient Manifold Density Estimation","created":"2025-09-24","cited_by_count":0,"area":null},{"id":"2603.04127","title":"Data-Aware Random Feature Kernel for Transformers","created":"2026-03-04","cited_by_count":0,"area":null},{"id":"2610.13568","title":"Rationally Linearized MLPs","created":"2026-10-09","cited_by_count":0,"area":null},{"id":"2610.14751","title":"Random Fourier Features in Near-Linear Time","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}