{"total":29,"rows":[{"id":"2403.14599","title":"MyVLM: Personalizing VLMs for User-Specific Queries","created":"2024-03-21","cited_by_count":58,"area":"mllm"},{"id":"2310.02224","title":"Can Language Models be Instructed to Protect Personal Information?","created":"2023-10-03","cited_by_count":46,"area":"mllm"},{"id":"2310.08475","title":"Can We Edit Multimodal Large Language Models?","created":"2023-10-12","cited_by_count":44,"area":"mllm"},{"id":"2406.11171","title":"SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations","created":"2024-06-17","cited_by_count":42,"area":"mllm"},{"id":"2403.07350","title":"VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark","created":"2024-03-12","cited_by_count":30,"area":"mllm"},{"id":"2402.14835","title":"MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing","created":"2024-02-18","cited_by_count":25,"area":"mllm"},{"id":"2409.19872","title":"Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration","created":"2024-09-30","cited_by_count":18,"area":"mllm"},{"id":"2408.09916","title":"Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit","created":"2024-08-19","cited_by_count":14,"area":"mllm"},{"id":"2411.15432","title":"Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts","created":"2024-11-23","cited_by_count":14,"area":"mllm"},{"id":"2505.01456","title":"Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation","created":"2025-05-01","cited_by_count":11,"area":"mllm"},{"id":"2411.12790","title":"Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models","created":"2024-11-19","cited_by_count":9,"area":"mllm"},{"id":"2510.22535","title":"OFFSIDE: Benchmarking Unlearning Misinformation in Multimodal Large Language Models","created":"2025-10-26","cited_by_count":8,"area":"mllm"},{"id":"2501.01371","title":"CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering","created":"2025-01-02","cited_by_count":7,"area":"mllm"},{"id":"2505.01343","title":"BalancEdit: Dynamically Balancing the Generality-Locality Trade-off in Multi-modal Model Editing","created":"2025-05-02","cited_by_count":7,"area":"mllm"},{"id":"2506.13638","title":"DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models","created":"2025-06-16","cited_by_count":5,"area":"mllm"},{"id":"2412.12821","title":"ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing","created":"2024-12-17","cited_by_count":4,"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":"2510.25798","title":"MemEIC: A Step Toward Continual and Compositional Knowledge Editing","created":"2025-10-29","cited_by_count":2,"area":"mllm"},{"id":"2602.01167","title":"Do All Individual Layers Help? An Empirical Study of Task-Interfering Layers in Vision-Language Models","created":"2026-02-01","cited_by_count":2,"area":"mllm"},{"id":"2603.26775","title":"Learning to Select Visual In-Context Demonstrations","created":"2026-03-24","cited_by_count":2,"area":"mllm"},{"id":"2509.05714","title":"Towards Meta-Cognitive Knowledge Editing for Multimodal LLMs","created":"2025-09-06","cited_by_count":1,"area":"mllm"},{"id":"2601.19700","title":"Generalizable Multimodal Large Language Model Editing via Invariant Trajectory Learning","created":"2026-01-27","cited_by_count":1,"area":"mllm"},{"id":"2605.06096","title":"Uncovering Entity Identity Confusion in Multimodal Knowledge Editing","created":"2026-05-07","cited_by_count":1,"area":"mllm"},{"id":"2605.20273","title":"Modality-Decoupled Online Recursive Editing","created":"2026-05-19","cited_by_count":1,"area":"mllm"},{"id":"2606.17057","title":"Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs","created":"2026-04-20","cited_by_count":1,"area":"mllm"},{"id":"2512.21999","title":"Look Closer! An Adversarial Parametric Editing Framework for Hallucination Mitigation in VLMs","created":"2025-12-26","cited_by_count":0,"area":"mllm"},{"id":"2605.14750","title":"EVA: Editing for Versatile Alignment against Jailbreaks","created":"2026-05-14","cited_by_count":0,"area":"mllm"},{"id":"2605.23780","title":"Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment","created":"2026-05-22","cited_by_count":0,"area":"mllm"},{"id":"2607.01978","title":"Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing","created":"2026-07-02","cited_by_count":0,"area":"mllm"}],"next_cursor":null}