{"total":14,"rows":[{"id":"2401.07851","title":"Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding","created":"2024-01-15","cited_by_count":269,"area":"inference"},{"id":"2402.16363","title":"LLM Inference Unveiled: Survey and Roofline Model Insights","created":"2024-02-26","cited_by_count":152,"area":"inference"},{"id":"2402.12374","title":"Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding","created":"2024-02-19","cited_by_count":103,"area":"inference"},{"id":"2312.15234","title":"Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems","created":"2023-12-23","cited_by_count":102,"area":"inference"},{"id":"2405.19715","title":"SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths","created":"2024-05-30","cited_by_count":75,"area":"inference"},{"id":"2406.02532","title":"SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices","created":"2024-06-04","cited_by_count":46,"area":"inference"},{"id":"2411.00841","title":"A Theoretical Perspective for Speculative Decoding Algorithm","created":"2024-10-30","cited_by_count":29,"area":"inference"},{"id":"2402.13485","title":"ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding","created":"2024-02-21","cited_by_count":12,"area":"inference"},{"id":"2404.14897","title":"Beyond the Speculative Game: A Survey of Speculative Execution in Large Language Models","created":"2024-04-23","cited_by_count":7,"area":"inference"},{"id":"2501.09367","title":"PICE: A Semantic-Driven Progressive Inference System for LLM Serving in Cloud-Edge Networks","created":"2025-01-16","cited_by_count":6,"area":"inference"},{"id":"2503.00491","title":"Tutorial Proposal: Speculative Decoding for Efficient LLM Inference","created":"2025-03-01","cited_by_count":1,"area":"inference"},{"id":"2505.23219","title":"Ghidorah: Fast LLM Inference on Edge with Speculative Decoding and Hetero-Core Parallelism","created":"2025-05-29","cited_by_count":1,"area":"inference"},{"id":"2608.04974","title":"AsymSpec: Efficient Cloud-Edge Speculative Decoding over Asymmetric Networks","created":"2026-08-05","cited_by_count":0,"area":"inference"},{"id":"2610.07659","title":"DLoop: Looped Speculative Decoding","created":"2026-10-06","cited_by_count":0,"area":"inference"}],"next_cursor":null}