{"total":17,"rows":[{"id":"2412.01818","title":"Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs","created":"2024-12-02","cited_by_count":157,"area":"mllm"},{"id":"2503.20384","title":"MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation","created":"2025-03-26","cited_by_count":70,"area":"mllm"},{"id":"2510.17801","title":"Robobench: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models as Embodied Brain","created":"2025-10-20","cited_by_count":25,"area":"mllm"},{"id":"2508.09456","title":"IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding","created":"2025-08-13","cited_by_count":12,"area":"mllm"},{"id":"2505.17020","title":"CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms","created":"2025-05-22","cited_by_count":11,"area":"mllm"},{"id":"2601.06965","title":"Unified Personalized Understanding, Generating and Editing","created":"2026-01-11","cited_by_count":8,"area":"mllm"},{"id":"2502.10636","title":"USER-VLM 360: Personalized Vision Language Models with User-aware Tuning for Social Human-Robot Interactions","created":"2025-02-15","cited_by_count":6,"area":"mllm"},{"id":"2603.01083","title":"Can Vision Language Models Assess Graphic Design Aesthetics? A Benchmark, Evaluation, and Dataset Perspective","created":"2026-03-01","cited_by_count":6,"area":"mllm"},{"id":"2503.12999","title":"Concept-as-Tree: A Controllable Synthetic Data Framework Makes Stronger Personalized VLMs","created":"2025-03-17","cited_by_count":4,"area":"mllm"},{"id":"2605.10936","title":"Personal Visual Context Learning in Large Multimodal Models","created":"2026-05-11","cited_by_count":3,"area":"mllm"},{"id":"2605.31513","title":"Personalize Your Large Vision-language Models With In-context Prompt Tuning","created":"2026-05-29","cited_by_count":3,"area":"mllm"},{"id":"2511.18121","title":"VCU-Bridge: Hierarchical Visual Connotation Understanding via Semantic Bridging","created":"2025-11-22","cited_by_count":2,"area":"mllm"},{"id":"2412.08307","title":"Investigating the Scaling Effect of Instruction Templates for Training Multimodal Language Model","created":"2024-12-11","cited_by_count":1,"area":"mllm"},{"id":"2601.14188","title":"IIR-VLM: In-Context Instance-level Recognition for Large Vision-Language Models","created":"2026-01-20","cited_by_count":1,"area":"mllm"},{"id":"2605.08702","title":"Gate-and-Merge: Zero-shot Compositional Personalization of Vision Language Models","created":"2026-05-09","cited_by_count":0,"area":"mllm"},{"id":"2606.28845","title":"Personalizing MLLMs via Reinforced Multimodal Reference Game","created":"2026-06-27","cited_by_count":0,"area":"mllm"},{"id":"2607.22603","title":"Group Preference Collapse in Personalized Multimodal Large Language Models","created":"2026-06-12","cited_by_count":0,"area":"mllm"}],"next_cursor":null}