{"total":17,"rows":[{"id":"2510.01954","title":"Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs","created":"2025-10-02","cited_by_count":20,"area":"mllm"},{"id":"2509.22496","title":"Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation","created":"2025-09-26","cited_by_count":16,"area":"mllm"},{"id":"2509.22415","title":"Evidence Recomposition and Predictive Context Residualization for Visual Attribution in Multimodal Large Language Models","created":"2025-09-26","cited_by_count":5,"area":"mllm"},{"id":"2509.19191","title":"Reading Images Like Texts: Sequential Image Understanding in Vision-Language Models","created":"2025-09-23","cited_by_count":2,"area":"mllm"},{"id":"2603.06302","title":"DEX-AR: A Dynamic Explainability Method for Autoregressive Vision-Language Models","created":"2026-03-06","cited_by_count":1,"area":"mllm"},{"id":"2604.11005","title":"Diffusion-CAM: Faithful Visual Explanations for dMLLMs","created":"2026-04-13","cited_by_count":1,"area":"mllm"},{"id":"2605.05225","title":"MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference","created":"2026-04-19","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":"2606.18008","title":"PhaseWin: An Efficient Search Algorithm for Faithful Visual Attribution","created":"2026-06-16","cited_by_count":1,"area":"mllm"},{"id":"2608.00076","title":"Which Modality Decides? Counterfactual Modality Attribution for Multimodal LLMs","created":"2026-07-29","cited_by_count":1,"area":"mllm"},{"id":"2602.14134","title":"DenseMLLM: Standard Multimodal LLMs for Dense Prediction","created":"2026-02-15","cited_by_count":0,"area":"mllm"},{"id":"2603.25088","title":"Visual Attention Drifts,but Anchors Hold:Mitigating Hallucination in Multimodal Large Language Models via Cross-Layer Visual Anchors","created":"2026-03-26","cited_by_count":0,"area":"mllm"},{"id":"2604.08337","title":"InstAP: Instance-Aware Vision-Language Pre-Train for Spatial-Temporal Understanding","created":"2026-04-09","cited_by_count":0,"area":"mllm"},{"id":"2608.14854","title":"Zero-MELO: Test-Time Evidence Calibration with Multimodal LLMs for Zero-Shot Micro-Gesture Recognition","created":"2026-08-14","cited_by_count":0,"area":"mllm"},{"id":"2609.12663","title":"What Did the MLLM Hear? Token-Level Spectro-Temporal Grounding for Audio MLLM Explainability","created":"2026-09-11","cited_by_count":0,"area":"mllm"},{"id":"2609.24576","title":"What do VLM-Based Vision-Language Navigation Models Rely on: Interpreting and Steering Policy Behavior","created":"2026-09-21","cited_by_count":0,"area":"mllm"},{"id":"2610.14094","title":"Scenes as an Attack Surface: Uncovering Scene-Grounded Safety Failures in MLLMs","created":"2026-10-08","cited_by_count":0,"area":"mllm"}],"next_cursor":null}