{"total":15,"rows":[{"id":"2505.19147","title":"Shifting AI Efficiency From Model-Centric to Data-Centric Compression","created":"2025-05-25","cited_by_count":29,"area":"mllm"},{"id":"2510.00536","title":"GUI-KV: Efficient GUI Agents via KV Cache with Spatio-Temporal Awareness","created":"2025-10-01","cited_by_count":11,"area":"mllm"},{"id":"2509.00419","title":"LightVLM: Acceleraing Large Multimodal Models with Pyramid Token Merging and KV Cache Compression","created":"2025-08-30","cited_by_count":7,"area":"mllm"},{"id":"2601.15655","title":"Event-VStream: Event-Driven Real-Time Understanding for Long Video Streams","created":"2026-01-22","cited_by_count":6,"area":"mllm"},{"id":"2511.16786","title":"Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach","created":"2025-11-20","cited_by_count":3,"area":"mllm"},{"id":"2604.25642","title":"Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models","created":"2026-04-28","cited_by_count":3,"area":"mllm"},{"id":"2605.04075","title":"RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction","created":"2026-04-14","cited_by_count":3,"area":"mllm"},{"id":"2606.31982","title":"ERA: Entropy-Guided Visual Token Pruning with Rectified Attention for Efficient MLLMs","created":"2026-06-30","cited_by_count":2,"area":"mllm"},{"id":"2505.17132","title":"Dynamic Token Reweighting for Robust Vision-Language Models","created":"2025-05-22","cited_by_count":1,"area":"mllm"},{"id":"2605.31598","title":"Linear Scaling Video VLMs for Long Video Understanding","created":"2026-05-29","cited_by_count":1,"area":"mllm"},{"id":"2606.01790","title":"STaR-KV: Spatio-Temporal Adaptive Re-weighting for KV Cache Compression in GUI Vision-Language Models","created":"2026-06-01","cited_by_count":1,"area":"mllm"},{"id":"2604.16734","title":"Reducing Peak Memory Usage for Modern Multimodal Large Language Model Pipelines","created":"2026-04-17","cited_by_count":0,"area":"mllm"},{"id":"2605.13080","title":"Learning to See What You Need: Gaze Attention for Multimodal Large Language Models","created":"2026-05-13","cited_by_count":0,"area":"mllm"},{"id":"2609.05821","title":"CONDUIT: A Unified Residual-Stream Restoration Framework for KV Cache Reuse in Vision-Language Models","created":"2026-09-05","cited_by_count":0,"area":"mllm"},{"id":"2609.06663","title":"ECOKV: Geometry-Aware KV Cache Eviction via Complementary Diversity Metrics","created":"2026-09-06","cited_by_count":0,"area":"mllm"}],"next_cursor":null}