{"total":38,"rows":[{"id":"2505.17534","title":"Co-Reinforcement Learning for Unified Multimodal Understanding and Generation","created":"2025-05-23","cited_by_count":15,"area":"lr"},{"id":"2608.27549","title":"Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning","created":"2026-08-27","cited_by_count":14,"area":"lr"},{"id":"2509.20823","title":"CaTS-Bench: Can Language Models Describe Time Series?","created":"2025-09-25","cited_by_count":10,"area":"lr"},{"id":"2507.16403","title":"ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering","created":"2025-07-22","cited_by_count":8,"area":"lr"},{"id":"2603.28610","title":"ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning","created":"2026-03-30","cited_by_count":8,"area":"lr"},{"id":"2606.14702","title":"OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains","created":"2026-06-12","cited_by_count":8,"area":"lr"},{"id":"2506.14512","title":"SIRI-Bench: Challenging VLMs' Spatial Intelligence through Complex Reasoning Tasks","created":"2025-06-17","cited_by_count":7,"area":"lr"},{"id":"2510.04514","title":"ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering","created":"2025-10-06","cited_by_count":7,"area":"lr"},{"id":"2509.21243","title":"RetoVLA: Reusing Register Tokens for Spatial Reasoning in Vision-Language-Action Models","created":"2025-09-25","cited_by_count":6,"area":"lr"},{"id":"2510.07632","title":"Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models","created":"2025-10-09","cited_by_count":6,"area":"lr"},{"id":"2506.23061","title":"Empowering Small VLMs to Think with Dynamic Memorization and Exploration","created":"2025-06-29","cited_by_count":5,"area":"lr"},{"id":"2602.07399","title":"VGAS: Value-Guided Action-Chunk Selection for Few-Shot Vision-Language-Action Adaptation","created":"2026-02-07","cited_by_count":5,"area":"lr"},{"id":"2506.07778","title":"A Neurosymbolic Agent System for Compositional Visual Reasoning","created":"2025-06-09","cited_by_count":4,"area":"lr"},{"id":"2509.26278","title":"ProfVLM: A lightweight video-language model for multi-view proficiency estimation","created":"2025-09-30","cited_by_count":4,"area":"lr"},{"id":"2606.28864","title":"On Test-Time Scaling for Vision-Language Models","created":"2026-06-27","cited_by_count":4,"area":"lr"},{"id":"2506.08399","title":"SafeCoT: Improving VLM Safety with Minimal Reasoning","created":"2025-06-10","cited_by_count":3,"area":"lr"},{"id":"2606.18216","title":"Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients","created":"2026-06-16","cited_by_count":3,"area":"lr"},{"id":"2510.25668","title":"ALDEN: Reinforcement Learning for Active Navigation and Evidence Gathering in Long Documents","created":"2025-10-29","cited_by_count":2,"area":"lr"},{"id":"2511.17487","title":"Downscaling Intelligence: Exploring Perception and Reasoning Bottlenecks in Small Multimodal Models","created":"2025-11-21","cited_by_count":2,"area":"lr"},{"id":"2603.00409","title":"SSR: Pushing the Limit of Spatial Intelligence with Structured Scene Reasoning","created":"2026-02-28","cited_by_count":2,"area":"lr"},{"id":"2604.04929","title":"Rethinking Model Efficiency: Multi-Agent Inference with Large Models","created":"2026-04-06","cited_by_count":2,"area":"lr"},{"id":"2606.31257","title":"Decodable Is Not Grounded: A Vision-Ablation Arbiter for VLM Spatial Reasoning","created":"2026-06-30","cited_by_count":2,"area":"lr"},{"id":"2511.02427","title":"From the Laboratory to Real-World Application: Evaluating Zero-Shot Scene Interpretation on Edge Devices for Mobile Robotics","created":"2025-11-04","cited_by_count":1,"area":"lr"},{"id":"2601.21826","title":"Mil-SCORE: Benchmarking Long-Context Geospatial Reasoning and Planning in Large Language Models","created":"2026-01-29","cited_by_count":1,"area":"lr"},{"id":"2603.12545","title":"Spatial Reasoning is Not a Free Lunch: A Controlled Study on LLaVA","created":"2026-03-13","cited_by_count":1,"area":"lr"},{"id":"2606.29915","title":"H-GRPO: Permutation-Invariant Reinforcement Learning for Grounded Visual Reasoning","created":"2026-06-29","cited_by_count":1,"area":"lr"},{"id":"2607.21401","title":"When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation","created":"2026-07-23","cited_by_count":1,"area":"lr"},{"id":"2608.24959","title":"GaussVLA: Geometry-Aware Spatial Reasoning for Vision-Language-Action Model","created":"2026-08-25","cited_by_count":1,"area":"lr"},{"id":"2508.11808","title":"Labels or Input? Rethinking Augmentation in Multimodal Hate Detection","created":"2025-08-15","cited_by_count":0,"area":"lr"},{"id":"2508.12198","title":"Exploring Multimodal AI Reasoning for Meteorological Forecasting from Skew-T Diagrams","created":"2025-08-17","cited_by_count":0,"area":"lr"},{"id":"2509.16654","title":"Are VLMs Ready for Lane Topology Awareness in Autonomous Driving?","created":"2025-09-20","cited_by_count":0,"area":"lr"},{"id":"2509.21922","title":"Spatial Reasoning in Foundation Models: Benchmarking Object-Centric Spatial Understanding","created":"2025-09-26","cited_by_count":0,"area":"lr"},{"id":"2605.08452","title":"NICE FACT: Diagnosing and Calibrating VLMs in Quantitative Reasoning for Kinematic Physics","created":"2026-05-08","cited_by_count":0,"area":"lr"},{"id":"2606.00573","title":"LASER: Loss-Aware Singular-value Decomposition and Rank Allocation for Efficient Low-Precision Vision-Language Models","created":"2026-05-30","cited_by_count":0,"area":"lr"},{"id":"2609.31823","title":"SynDORBench: Evaluating LVLM Perceptual Robustness Under Physically Constrained Visibility Conditions","created":"2026-09-25","cited_by_count":0,"area":"lr"},{"id":"2609.37773","title":"OmniVCBench: Benchmarking Evidence-Grounded Multimodal Reasoning Towards AI Virtual Cells","created":"2026-09-29","cited_by_count":0,"area":"lr"},{"id":"2610.00623","title":"HAWK: Rethinking Multimodal Drafting for Speculative Decoding","created":"2026-09-30","cited_by_count":0,"area":"lr"},{"id":"2610.18598","title":"Rethinking Projector Training in Multimodal LLMs","created":"2026-10-13","cited_by_count":0,"area":"lr"}],"next_cursor":null}