{"total":30,"rows":[{"id":"2411.11706","title":"MC-LLaVA: Multi-Concept Personalized Vision-Language Model","created":"2024-11-18","cited_by_count":54,"area":"mllm"},{"id":"2410.13360","title":"RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models","created":"2024-10-17","cited_by_count":24,"area":"mllm"},{"id":"2504.20998","title":"YoChameleon: Personalized Vision and Language Generation","created":"2025-04-29","cited_by_count":20,"area":"mllm"},{"id":"2412.02142","title":"Personalized Multimodal Large Language Models: A Survey","created":"2024-12-03","cited_by_count":19,"area":"mllm"},{"id":"2501.15269","title":"Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink","created":"2025-01-25","cited_by_count":15,"area":"mllm"},{"id":"2506.18369","title":"RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language Models","created":"2025-06-23","cited_by_count":13,"area":"mllm"},{"id":"2412.17610","title":"Personalized Large Vision-Language Models","created":"2024-12-23","cited_by_count":12,"area":"mllm"},{"id":"2604.13074","title":"PersonaVLM: Long-Term Personalized Multimodal LLMs","created":"2026-03-20","cited_by_count":11,"area":"mllm"},{"id":"2502.02452","title":"Personalization Toolkit: Training Free Personalization of Large Vision Language Models","created":"2025-02-04","cited_by_count":8,"area":"mllm"},{"id":"2601.06965","title":"Unified Personalized Understanding, Generating and Editing","created":"2026-01-11","cited_by_count":8,"area":"mllm"},{"id":"2511.20056","title":"Online-PVLM: Advancing Personalized VLMs with Online Concept Learning","created":"2025-11-25","cited_by_count":5,"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":"2508.07260","title":"Small-Large Collaboration: Training-efficient Concept Personalization for Large VLM using a Meta Personalized Small VLM","created":"2025-08-10","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":"2506.00930","title":"Aligning VLM Assistants with Personalized Situated Cognition","created":"2025-06-01","cited_by_count":2,"area":"mllm"},{"id":"2602.03454","title":"Contextualized Visual Personalization in Vision-Language Models","created":"2026-02-03","cited_by_count":2,"area":"mllm"},{"id":"2508.12263","title":"Region-Level Context-Aware Multimodal Understanding","created":"2025-08-17","cited_by_count":1,"area":"mllm"},{"id":"2512.02906","title":"MRD: Multi-resolution Retrieval-Detection Fusion for High-Resolution Image Understanding","created":"2025-12-02","cited_by_count":1,"area":"mllm"},{"id":"2601.07516","title":"Controlling Multimodal Conversational Agents with Coverage-Enhanced Latent Actions","created":"2026-01-12","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":"2605.09996","title":"Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization","created":"2026-05-11","cited_by_count":1,"area":"mllm"},{"id":"2503.18854","title":"MC-LLaVA: Multi-Concept Personalized Vision-Language Model","created":"2025-03-24","cited_by_count":0,"area":"mllm"},{"id":"2505.00029","title":"Keep the General, Inject the Specific: Structured Dialogue Fine-Tuning for Knowledge Injection without Catastrophic Forgetting","created":"2025-04-27","cited_by_count":0,"area":"mllm"},{"id":"2603.09771","title":"Ego: Embedding-Guided Personalization of Vision-Language Models","created":"2026-03-10","cited_by_count":0,"area":"mllm"},{"id":"2604.10200","title":"Edu-MMBias: A Three-Tier Multimodal Benchmark for Auditing Social Bias in Vision-Language Models under Educational Contexts","created":"2026-04-11","cited_by_count":0,"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":"2605.26256","title":"Personalizing Embodied Multimodal Large Language Model Agents over Long-term User Interactions","created":"2026-05-25","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}