{"total":32,"rows":[{"id":"2506.08052","title":"ReCogDrive: A Reinforced Cognitive Framework for End-to-End Autonomous Driving","created":"2025-06-09","cited_by_count":198,"area":"mllm"},{"id":"2510.07077","title":"Vision-Language-Action Models for Robotics: A Review Towards Real-World Applications","created":"2025-10-08","cited_by_count":84,"area":"mllm"},{"id":"2505.04769","title":"Vision-Language-Action (VLA) Models: Concepts, Progress, Applications and Challenges","created":"2025-05-07","cited_by_count":74,"area":"mllm"},{"id":"2506.24044","title":"A Survey on Vision-Language-Action Models for Autonomous Driving","created":"2025-06-30","cited_by_count":72,"area":"mllm"},{"id":"2509.19012","title":"Pure Vision Language Action (VLA) Models: A Comprehensive Survey","created":"2025-09-23","cited_by_count":49,"area":"mllm"},{"id":"2601.05640","title":"SGDrive: Scene-to-Goal Hierarchical World Cognition for Autonomous Driving","created":"2026-01-09","cited_by_count":38,"area":"mllm"},{"id":"2602.20794","title":"VGGDrive: Empowering Vision-Language Models with Cross-View Geometric Grounding for Autonomous Driving","created":"2026-02-24","cited_by_count":20,"area":"mllm"},{"id":"2506.06218","title":"STSBench: A Spatio-temporal Scenario Benchmark for Multi-modal Large Language Models in Autonomous Driving","created":"2025-06-06","cited_by_count":17,"area":"mllm"},{"id":"2512.12799","title":"DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning","created":"2025-12-14","cited_by_count":15,"area":"mllm"},{"id":"2505.08725","title":"Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving","created":"2025-05-13","cited_by_count":10,"area":"mllm"},{"id":"2604.01259","title":"Bench2Drive-VL: Benchmarks for Closed-Loop Autonomous Driving with Vision-Language Models","created":"2026-04-01","cited_by_count":10,"area":"mllm"},{"id":"2511.19221","title":"Percept-WAM: Perception-Enhanced World-Awareness-Action Model for Robust End-to-End Autonomous Driving","created":"2025-11-24","cited_by_count":9,"area":"mllm"},{"id":"2603.14851","title":"AutoMoT: A Unified Vision-Language-Action Model with Asynchronous Mixture-of-Transformers for End-to-End Autonomous Driving","created":"2026-03-16","cited_by_count":9,"area":"mllm"},{"id":"2609.00111","title":"Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving","created":"2026-08-31","cited_by_count":9,"area":"mllm"},{"id":"2508.02028","title":"Bench2ADVLM: A Closed-Loop Benchmark for Vision-language Models in Autonomous Driving","created":"2025-08-04","cited_by_count":8,"area":"mllm"},{"id":"2508.12603","title":"ViLaD: A Large Vision Language Diffusion Framework for End-to-End Autonomous Driving","created":"2025-08-18","cited_by_count":7,"area":"mllm"},{"id":"2511.11266","title":"GraphPilot: Grounded Scene Graph Conditioning for Language-Based Autonomous Driving","created":"2025-11-14","cited_by_count":7,"area":"mllm"},{"id":"2603.09482","title":"StyleVLA: Driving Style-Aware Vision Language Action Model for Autonomous Driving","created":"2026-03-10","cited_by_count":6,"area":"mllm"},{"id":"2603.11219","title":"Senna-2: Aligning VLM and End-to-End Driving Policy for Consistent Decision Making and Planning","created":"2026-03-11","cited_by_count":5,"area":"mllm"},{"id":"2508.12404","title":"LMAD: Integrated End-to-End Vision-Language Model for Explainable Autonomous Driving","created":"2025-08-17","cited_by_count":4,"area":"mllm"},{"id":"2604.17915","title":"OneDrive: Unified Multi-Paradigm Driving with Vision-Language-Action Models","created":"2026-04-20","cited_by_count":3,"area":"mllm"},{"id":"2602.10719","title":"From Representational Complementarity to Dual Systems: Synergizing VLM and Vision-Only Backbones for End-to-End Driving","created":"2026-02-11","cited_by_count":1,"area":"mllm"},{"id":"2604.19145","title":"ST-Prune: Training-Free Spatio-Temporal Token Pruning for Vision-Language Models in Autonomous Driving","created":"2026-04-21","cited_by_count":1,"area":"mllm"},{"id":"2605.25393","title":"Decision-Making with Lightweight Confidence-Aware Language Model for Autonomous Driving","created":"2026-05-25","cited_by_count":1,"area":"mllm"},{"id":"2608.10949","title":"StreamFlow: Dynamic Memory Flows for Streaming Video Understanding","created":"2026-08-11","cited_by_count":1,"area":"mllm"},{"id":"2606.22617","title":"OmniSpace: Efficient Geometry Awareness for Autonomous Vehicles MLLMs","created":"2026-06-21","cited_by_count":0,"area":"mllm"},{"id":"2606.24051","title":"DriveStack-VLA: Render-Teacher Alignment for BEV-Based DeepStack Vision-Language-Action Model","created":"2026-06-23","cited_by_count":0,"area":"mllm"},{"id":"2607.13926","title":"S-squared-VLA: Decoupling Semantic and Spatial Streams in Vision-Language-Action Models for Autonomous Driving","created":"2026-07-15","cited_by_count":0,"area":"mllm"},{"id":"2608.00237","title":"Latent-Centroid Steering: Single-Pass Classifier-Free Guidance for Command-Aligned Autonomous Driving","created":"2026-07-31","cited_by_count":0,"area":"mllm"},{"id":"2609.15322","title":"Planning in the Backbone: DiffAdapterVLA for Native Continuous Trajectory Generation with Driving VLMs","created":"2026-09-14","cited_by_count":0,"area":"mllm"},{"id":"2609.35823","title":"CoVLM-Bench: A Real-World Benchmark for Cooperative Driving Question Answering and Planning","created":"2026-09-22","cited_by_count":0,"area":"mllm"},{"id":"2609.38641","title":"Vision-Language-Action Autonomous Driving Agent with Language-based Memory","created":"2026-09-29","cited_by_count":0,"area":"mllm"}],"next_cursor":null}