{"total":15,"rows":[{"id":"2501.18533","title":"Rethinking Bottlenecks in Safety Fine-Tuning of Vision Language Models","created":"2025-01-30","cited_by_count":21,"area":"lr"},{"id":"2505.06538","title":"Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model","created":"2025-05-10","cited_by_count":19,"area":"lr"},{"id":"2510.06871","title":"SaFeR-VLM: Toward Safety-aware Fine-grained Reasoning in Multimodal Models","created":"2025-10-08","cited_by_count":10,"area":"lr"},{"id":"2503.16965","title":"Praxis-VLM: Vision-Grounded Decision Making via Text-Driven Reinforcement Learning","created":"2025-03-21","cited_by_count":9,"area":"lr"},{"id":"2505.14035","title":"ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs","created":"2025-05-20","cited_by_count":7,"area":"lr"},{"id":"2603.15800","title":"Evolving Contextual Safety in Multi-Modal Large Language Models via Inference-Time Self-Reflective Memory","created":"2026-03-16","cited_by_count":5,"area":"lr"},{"id":"2506.08399","title":"SafeCoT: Improving VLM Safety with Minimal Reasoning","created":"2025-06-10","cited_by_count":3,"area":"lr"},{"id":"2601.14127","title":"The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning","created":"2026-01-20","cited_by_count":3,"area":"lr"},{"id":"2508.18649","title":"PRISM: Robust VLM Alignment with Principled Reasoning for Integrated Safety in Multimodality","created":"2025-08-26","cited_by_count":2,"area":"lr"},{"id":"2512.07141","title":"Think-Reflect-Revise: A Policy-Guided Reflective Framework for Safety Alignment in Large Vision Language Models","created":"2025-12-08","cited_by_count":1,"area":"lr"},{"id":"2510.18619","title":"Visual Attention Reasoning via Hierarchical Search and Self-Verification","created":"2025-10-21","cited_by_count":0,"area":"lr"},{"id":"2602.03665","title":"MM-SCALE: Grounded Multimodal Moral Reasoning via Scalar Judgment and Listwise Alignment","created":"2026-02-03","cited_by_count":0,"area":"lr"},{"id":"2603.02635","title":"SaFeR-ToolKit: Structured Reasoning via Virtual Tool Calling for Multimodal Safety","created":"2026-03-03","cited_by_count":0,"area":"lr"},{"id":"2609.36562","title":"ThinkingGuard: Decoding Implicit Hazards via Step-by-Step Risk Attribution in Multimodal Large Language Models","created":"2026-09-29","cited_by_count":0,"area":"lr"},{"id":"2610.03938","title":"MLLMs Fail to Refuse when Using Tools Agentically","created":"2026-10-02","cited_by_count":0,"area":"lr"}],"next_cursor":null}