{"total":15,"rows":[{"id":"2503.02175","title":"DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models","created":"2025-03-04","cited_by_count":181,"area":"mllm"},{"id":"2405.10739","title":"Efficient Multimodal Large Language Models: A Survey","created":"2024-05-17","cited_by_count":96,"area":"mllm"},{"id":"2509.15235","title":"ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding","created":"2025-09-17","cited_by_count":22,"area":"mllm"},{"id":"2505.19201","title":"DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding","created":"2025-05-25","cited_by_count":14,"area":"mllm"},{"id":"2602.12957","title":"HSD: Training-Free Acceleration for Document Parsing Vision-Language Models with Hierarchical Speculative Decoding","created":"2026-02-13","cited_by_count":6,"area":"mllm"},{"id":"2505.10526","title":"MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models","created":"2025-05-15","cited_by_count":5,"area":"mllm"},{"id":"2509.23928","title":"HiViS: Hiding Visual Tokens from the Drafter for Speculative Decoding in Vision-Language Models","created":"2025-09-28","cited_by_count":5,"area":"mllm"},{"id":"2509.11815","title":"SpecVLM: Fast Speculative Decoding in Vision-Language Models","created":"2025-09-15","cited_by_count":4,"area":"mllm"},{"id":"2505.12728","title":"SpecFLASH: A Latent-Guided Semi-autoregressive Speculative Decoding Framework for Efficient Multimodal Generation","created":"2025-05-19","cited_by_count":2,"area":"mllm"},{"id":"2506.13166","title":"GreedyPrune: Retenting Critical Visual Token Set for Large Vision Language Models","created":"2025-06-16","cited_by_count":2,"area":"mllm"},{"id":"2603.16092","title":"Parallel In-context Learning for Large Vision Language Models","created":"2026-03-17","cited_by_count":1,"area":"mllm"},{"id":"2605.28678","title":"DREAM-R: Multimodal Speculative Reasoning with RL-Based Refined Drafting, Precise Verification, and Fully Parallel Execution","created":"2026-05-27","cited_by_count":0,"area":"mllm"},{"id":"2608.14797","title":"Beyond Tokens: A Survey on Decoding Methods for Large Language and Vision-Language Models","created":"2026-08-14","cited_by_count":0,"area":"mllm"},{"id":"2609.00355","title":"Vision Is Not Overhead: One-Pass Block Drafting for Lossless Speculative Decoding in Vision-Language Models","created":"2026-08-31","cited_by_count":0,"area":"mllm"},{"id":"2610.18735","title":"SP$^2$ec: Adaptive Self-Speculative Decoding for Vision-Language Models","created":"2026-10-13","cited_by_count":0,"area":"mllm"}],"next_cursor":null}