{"total":25,"rows":[{"id":"2310.17022","title":"Controlled Decoding from Language Models","created":"2023-10-25","cited_by_count":135,"area":null},{"id":"2404.10136","title":"Language Model Cascades: Token-level uncertainty and beyond","created":"2024-04-15","cited_by_count":121,"area":null},{"id":"2410.20290","title":"Fast Best-of-N Decoding via Speculative Rejection","created":"2024-10-26","cited_by_count":112,"area":null},{"id":"2401.08092","title":"A Survey of Resource-efficient LLM and Multimodal Foundation Models","created":"2024-01-16","cited_by_count":86,"area":null},{"id":"2410.07265","title":"A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models","created":"2024-10-08","cited_by_count":23,"area":null},{"id":"2508.12491","title":"Cost-Aware Contrastive Routing for LLMs","created":"2025-08-17","cited_by_count":16,"area":null},{"id":"2505.17505","title":"L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models","created":"2025-05-23","cited_by_count":15,"area":null},{"id":"2401.12522","title":"BiTA: Bi-Directional Tuning for Lossless Acceleration in Large Language Models","created":"2024-01-23","cited_by_count":13,"area":null},{"id":"2406.12295","title":"Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding","created":"2024-06-18","cited_by_count":13,"area":null},{"id":"2410.05165","title":"Efficient Inference for Large Language Model-based Generative Recommendation","created":"2024-10-07","cited_by_count":11,"area":null},{"id":"2511.11346","title":"Fast and Expressive Multi-Byte Prediction with Probabilistic Circuits","created":"2025-11-14","cited_by_count":9,"area":null},{"id":"2502.03678","title":"Reflection-Window Decoding: Text Generation with Selective Refinement","created":"2025-02-05","cited_by_count":8,"area":null},{"id":"2510.08994","title":"Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation","created":"2025-10-10","cited_by_count":7,"area":null},{"id":"2512.21323","title":"Parallel Token Prediction for Language Models","created":"2025-12-24","cited_by_count":7,"area":null},{"id":"2408.07978","title":"Coupling without Communication and Drafter-Invariant Speculative Decoding","created":"2024-08-15","cited_by_count":6,"area":null},{"id":"2504.17421","title":"Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks","created":"2025-04-24","cited_by_count":4,"area":null},{"id":"2510.24211","title":"Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation","created":"2025-10-28","cited_by_count":4,"area":null},{"id":"2501.05465","title":"Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026)","created":"2025-01-03","cited_by_count":2,"area":null},{"id":"2501.15665","title":"StagFormer: Time Staggering Transformer Decoding for RunningLayers In Parallel","created":"2025-01-26","cited_by_count":2,"area":null},{"id":"2602.00482","title":"AREAL-DTA: Dynamic Tree Attention for Efficient Reinforcement Learning of Large Language Models","created":"2026-01-31","cited_by_count":1,"area":null},{"id":"2603.18599","title":"SJD-PAC: Accelerating Speculative Jacobi Decoding via Proactive Drafting and Adaptive Continuation","created":"2026-03-19","cited_by_count":1,"area":null},{"id":"2606.10820","title":"K-Forcing: Joint Next-K-Token Decoding via Push-Forward Language Modeling","created":"2026-06-09","cited_by_count":1,"area":null},{"id":"2507.22488","title":"Proto-EVFL: Enhanced Vertical Federated Learning via Dual Prototype with Extremely Unaligned Data","created":"2025-07-30","cited_by_count":0,"area":null},{"id":"2603.17942","title":"Efficient Training-Free Multi-Token Prediction via Embedding-Space Probing","created":"2026-03-18","cited_by_count":0,"area":null},{"id":"2604.21952","title":"Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models","created":"2026-04-23","cited_by_count":0,"area":null}],"next_cursor":null}