{"total":22,"rows":[{"id":"2406.10100","title":"SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding","created":"2024-06-14","cited_by_count":104,"area":"mllm"},{"id":"2406.07057","title":"MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models","created":"2024-06-11","cited_by_count":53,"area":"mllm"},{"id":"2412.02104","title":"Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey","created":"2024-12-03","cited_by_count":52,"area":"mllm"},{"id":"2501.18624","title":"Membership Inference Attacks Against Vision-Language Models","created":"2025-01-27","cited_by_count":29,"area":"mllm"},{"id":"2408.17267","title":"UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios","created":"2024-08-30","cited_by_count":28,"area":"mllm"},{"id":"2412.05819","title":"[CLS] Token Tells Everything Needed for Training-free Efficient MLLMs","created":"2024-12-08","cited_by_count":26,"area":"mllm"},{"id":"2504.21051","title":"Multimodal Large Language Models for Medicine: A Comprehensive Survey","created":"2025-04-29","cited_by_count":16,"area":"mllm"},{"id":"2512.20168","title":"Odysseus: Jailbreaking Commercial Multimodal LLM-integrated Systems via Dual Steganography","created":"2025-12-23","cited_by_count":8,"area":"mllm"},{"id":"2410.01620","title":"LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models","created":"2024-10-02","cited_by_count":7,"area":"mllm"},{"id":"2410.04819","title":"MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models","created":"2024-10-07","cited_by_count":7,"area":"mllm"},{"id":"2503.20504","title":"UniVRSE: Unified Vision-conditioned Response Semantic Entropy for Hallucination Detection in Medical Vision-Language Models","created":"2025-03-26","cited_by_count":5,"area":"mllm"},{"id":"2505.17654","title":"EVADE-Bench: Multimodal Benchmark for Evaluating and Enhancing Evasive Content Detection","created":"2025-05-23","cited_by_count":5,"area":"mllm"},{"id":"2505.22222","title":"Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation","created":"2025-05-28","cited_by_count":3,"area":"mllm"},{"id":"2508.05083","title":"MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models","created":"2025-08-07","cited_by_count":2,"area":"mllm"},{"id":"2512.21964","title":"Perceive and Calibrate: Analyzing and Enhancing Robustness of Medical Multi-Modal Large Language Models","created":"2025-12-26","cited_by_count":2,"area":"mllm"},{"id":"2511.15986","title":"Fairness in Multi-modal Medical Diagnosis with Demonstration Selection","created":"2025-11-20","cited_by_count":1,"area":"mllm"},{"id":"2605.22168","title":"Measuring Cross-Modal Synergy: A Benchmark for VLM Explainability","created":"2026-05-21","cited_by_count":1,"area":"mllm"},{"id":"2606.04911","title":"BreastGPT: A Multimodal Large Language Model for the Full Spectrum of Breast Cancer Clinical Routine","created":"2026-06-03","cited_by_count":1,"area":"mllm"},{"id":"2506.22500","title":"OR-VSKC: Resolving Visual-Semantic Knowledge Conflicts in Operating Rooms with Synthetic Data-Guided Alignment","created":"2025-06-25","cited_by_count":0,"area":"mllm"},{"id":"2507.09097","title":"RadEyeVideo: Enhancing general-domain Large Vision Language Model for chest X-ray analysis with video representations of eye gaze","created":"2025-07-12","cited_by_count":0,"area":"mllm"},{"id":"2603.19482","title":"Instruction-Free Tuning of Large Vision Language Models for Medical Instruction Following","created":"2026-03-19","cited_by_count":0,"area":"mllm"},{"id":"2603.21693","title":"Deterministic Hallucination Detection in Medical VQA via Confidence-Evidence Bayesian Gain","created":"2026-03-23","cited_by_count":0,"area":"mllm"}],"next_cursor":null}