{"total":17,"rows":[{"id":"2506.14697","title":"AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions","created":"2025-06-17","cited_by_count":38,"area":"mllm"},{"id":"2510.24038","title":"Enhancing CLIP Robustness via Cross-Modality Alignment","created":"2025-10-28","cited_by_count":15,"area":"mllm"},{"id":"2506.12430","title":"Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025","created":"2025-06-14","cited_by_count":12,"area":"mllm"},{"id":"2510.04217","title":"MLLMEraser: Achieving Test-Time Unlearning in Multimodal Large Language Models through Activation Steering","created":"2025-10-05","cited_by_count":10,"area":"mllm"},{"id":"2602.10109","title":"ST4VLA: Spatially Guided Training for Vision-Language-Action Models","created":"2026-02-10","cited_by_count":9,"area":"mllm"},{"id":"2605.05668","title":"Large Vision-Language Models Get Lost in Attention","created":"2026-05-07","cited_by_count":5,"area":"mllm"},{"id":"2505.17812","title":"Seeing It or Not? Interpretable Vision-aware Latent Steering to Mitigate Object Hallucinations","created":"2025-05-23","cited_by_count":3,"area":"mllm"},{"id":"2604.20366","title":"Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation","created":"2026-04-22","cited_by_count":3,"area":"mllm"},{"id":"2603.22094","title":"Principled Steering via Null-space Projection for Jailbreak Defense in Vision-Language Models","created":"2026-03-23","cited_by_count":2,"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":"2605.20273","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":"2503.20756","title":"ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems","created":"2025-03-26","cited_by_count":0,"area":"mllm"},{"id":"2510.19316","title":"KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Controls","created":"2025-10-22","cited_by_count":0,"area":"mllm"},{"id":"2603.12598","title":"Neural Gate: Mitigating Privacy Risks in LVLMs via Neuron-Level Gradient Gating","created":"2026-03-13","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}