{"total":37,"rows":[{"id":"2508.11737","title":"Ovis2.5 Technical Report","created":"2025-08-15","cited_by_count":108,"area":"lr"},{"id":"2505.13444","title":"ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models","created":"2025-05-19","cited_by_count":32,"area":"lr"},{"id":"2505.18129","title":"One RL to See Them All: Visual Triple Unified Reinforcement Learning","created":"2025-05-23","cited_by_count":30,"area":"lr"},{"id":"2507.15509","title":"Chart-R1: Chain-of-Thought Supervision and Reinforcement for Advanced Chart Reasoner","created":"2025-07-21","cited_by_count":25,"area":"lr"},{"id":"2512.17312","title":"CodeDance: A Dynamic Tool-integrated MLLM for Executable Visual Reasoning","created":"2025-12-19","cited_by_count":16,"area":"lr"},{"id":"2510.03255","title":"SciTS: Scientific Time Series Understanding and Generation with LLMs","created":"2025-09-26","cited_by_count":15,"area":"lr"},{"id":"2512.03746","title":"Thinking with Programming Vision: Towards a Unified View for Thinking with Images","created":"2025-12-03","cited_by_count":15,"area":"lr"},{"id":"2506.10116","title":"ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering","created":"2025-06-11","cited_by_count":13,"area":"lr"},{"id":"2508.12680","title":"Vision-G1: Towards General Vision Language Reasoning with Multi-Domain Data Curation","created":"2025-08-18","cited_by_count":13,"area":"lr"},{"id":"2509.25185","title":"PixelCraft: A Multi-Agent System for High-Fidelity Visual Reasoning on Structured Images","created":"2025-09-29","cited_by_count":12,"area":"lr"},{"id":"2601.13606","title":"ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch","created":"2026-01-20","cited_by_count":10,"area":"lr"},{"id":"2607.24904","title":"Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model","created":"2026-07-27","cited_by_count":10,"area":"lr"},{"id":"2512.02361","title":"VACoT: Rethinking Visual Data Augmentation with VLMs","created":"2025-12-02","cited_by_count":9,"area":"lr"},{"id":"2510.20812","title":"Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation","created":"2025-10-23","cited_by_count":8,"area":"lr"},{"id":"2507.13361","title":"VLMs have Tunnel Vision: Evaluating Nonlocal Visual Reasoning in Leading VLMs","created":"2025-07-04","cited_by_count":7,"area":"lr"},{"id":"2602.11455","title":"Credit Where It is Due: Cross-Modality Connectivity Drives Precise Reinforcement Learning for MLLM Reasoning","created":"2026-02-12","cited_by_count":6,"area":"lr"},{"id":"2508.07630","title":"InterChart: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information","created":"2025-08-11","cited_by_count":4,"area":"lr"},{"id":"2601.16520","title":"TangramPuzzle: Evaluating Multimodal Large Language Models with Compositional Spatial Reasoning","created":"2026-01-23","cited_by_count":4,"area":"lr"},{"id":"2509.04457","title":"Do MLLMs Really Understand the Charts?","created":"2025-08-27","cited_by_count":3,"area":"lr"},{"id":"2510.15040","title":"Composition-Grounded Data Synthesis for Visual Reasoning","created":"2025-10-16","cited_by_count":3,"area":"lr"},{"id":"2512.22120","title":"See Less, See Right: Bi-directional Perceptual Shaping For Multimodal Reasoning","created":"2025-12-26","cited_by_count":3,"area":"lr"},{"id":"2602.02676","title":"AdaptMMBench: Benchmarking Adaptive Multimodal Reasoning for Mode Selection and Reasoning Process","created":"2026-02-02","cited_by_count":3,"area":"lr"},{"id":"2606.01599","title":"TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL","created":"2026-06-01","cited_by_count":3,"area":"lr"},{"id":"2605.11388","title":"Deep Reasoning in General Purpose Agents via Structured Meta-Cognition","created":"2026-05-12","cited_by_count":2,"area":"lr"},{"id":"2607.13854","title":"SPyCE: Skill-Policy Co-evolution for Multimodal Agents","created":"2026-07-15","cited_by_count":2,"area":"lr"},{"id":"2508.06220","title":"InfoCausalQA:Can Models Perform Non-explicit Causal Reasoning Based on Infographic?","created":"2025-08-08","cited_by_count":1,"area":"lr"},{"id":"2604.04733","title":"Discovering Failure Modes in Vision-Language Models using RL","created":"2026-04-06","cited_by_count":1,"area":"lr"},{"id":"2605.15532","title":"DeltaPrompts: Escaping the Zero-Delta Trap in Multimodal Distillation","created":"2026-05-15","cited_by_count":1,"area":"lr"},{"id":"2607.19790","title":"Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning","created":"2026-07-22","cited_by_count":1,"area":"lr"},{"id":"2607.28595","title":"Beacon: Knowing When and How to Perform Agentic Visual Reasoning","created":"2026-07-30","cited_by_count":1,"area":"lr"},{"id":"2609.02059","title":"DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents","created":"2026-09-02","cited_by_count":1,"area":"lr"},{"id":"2603.26784","title":"HighlightBench: Benchmarking Markup-Driven Table Reasoning in Scientific Documents","created":"2026-03-25","cited_by_count":0,"area":"lr"},{"id":"2604.02794","title":"CharTool: Tool-Integrated Visual Reasoning for Chart Understanding","created":"2026-04-03","cited_by_count":0,"area":"lr"},{"id":"2604.03157","title":"Chart-RL: Policy Optimization Reinforcement Learning for Enhanced Visual Reasoning in Chart Question Answering with Vision Language Models","created":"2026-04-03","cited_by_count":0,"area":"lr"},{"id":"2605.31354","title":"Diagnosing Failure Modes of Shared-State Collaboration in Resource-Constrained Visual Agents","created":"2026-05-29","cited_by_count":0,"area":"lr"},{"id":"2609.13267","title":"Structure-Token Evidence-Anchored Reasoning for Scientific Chart Understanding","created":"2026-09-07","cited_by_count":0,"area":"lr"},{"id":"2610.15620","title":"From Stages to States: Unified Iterative Reasoning for MLLMs","created":"2026-10-11","cited_by_count":0,"area":"lr"}],"next_cursor":null}