{"total":13,"rows":[{"id":"2502.20766","title":"FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference","created":"2025-02-28","cited_by_count":123,"area":null},{"id":"2301.10936","title":"PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation","created":"2023-01-26","cited_by_count":25,"area":null},{"id":"2310.01777","title":"SEA: Sparse Linear Attention with Estimated Attention Mask","created":"2023-10-03","cited_by_count":10,"area":null},{"id":"2306.01705","title":"The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles","created":"2023-06-02","cited_by_count":4,"area":null},{"id":"2503.01159","title":"Large Language Models for Healthcare Text Classification: A Systematic Review","created":"2025-03-03","cited_by_count":3,"area":null},{"id":"2403.16272","title":"L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction","created":"2024-03-24","cited_by_count":2,"area":null},{"id":"2408.09650","title":"From Darkness to Detail: Frequency-Aware SSMs for Low-Light Vision","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2511.02647","title":"Federated Attention: A Distributed Paradigm for Collaborative LLM Inference over Edge Networks","created":"2025-11-04","cited_by_count":1,"area":null},{"id":"2402.04239","title":"CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformers","created":"2024-02-06","cited_by_count":0,"area":null},{"id":"2412.19829","title":"GFormer: Accelerating Large Language Models with Optimized Transformers on Gaudi Processors","created":"2024-12-19","cited_by_count":0,"area":null},{"id":"2512.22212","title":"Transformer Reconstructed with Dynamic Value Attention","created":"2025-12-22","cited_by_count":0,"area":null},{"id":"2604.24820","title":"Salca: A Sparsity-Aware Hardware Accelerator for Efficient Long-Context Attention Decoding","created":"2026-04-27","cited_by_count":0,"area":null},{"id":"2609.01925","title":"CRISP: Cliff-awaRe Input-adaptive Sparse Prefilling with Structural-Mass-Motivated Routing","created":"2026-09-01","cited_by_count":0,"area":null}],"next_cursor":null}