{"total":36,"rows":[{"id":"2506.23918","title":"Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers","created":"2025-06-30","cited_by_count":199,"area":"lr"},{"id":"2503.12605","title":"Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey","created":"2025-03-16","cited_by_count":182,"area":"lr"},{"id":"2505.22525","title":"Thinking with Generated Images","created":"2025-05-28","cited_by_count":73,"area":"lr"},{"id":"2505.17022","title":"GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning","created":"2025-05-22","cited_by_count":52,"area":"lr"},{"id":"2508.17472","title":"T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation","created":"2025-08-24","cited_by_count":38,"area":"lr"},{"id":"2509.09680","title":"FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark","created":"2025-09-11","cited_by_count":38,"area":"lr"},{"id":"2505.13031","title":"MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO","created":"2025-05-19","cited_by_count":30,"area":"lr"},{"id":"2511.22625","title":"ReasonEdit: Towards Reasoning-Enhanced Image Editing Models","created":"2025-11-27","cited_by_count":25,"area":"lr"},{"id":"2510.11718","title":"CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images","created":"2025-10-13","cited_by_count":23,"area":"lr"},{"id":"2510.05091","title":"Factuality Matters: When Image Generation and Editing Meet Structured Visuals","created":"2025-10-06","cited_by_count":20,"area":"lr"},{"id":"2511.16671","title":"Thinking-while-Generating: Interleaving Textual Reasoning throughout Visual Generation","created":"2025-11-20","cited_by_count":18,"area":"lr"},{"id":"2504.13828","title":"Generative AI Act II: Test Time Scaling Drives Cognition Engineering","created":"2025-04-18","cited_by_count":15,"area":"lr"},{"id":"2508.11538","title":"Reinforcing Video Reasoning Segmentation to Think Before It Segments","created":"2025-08-15","cited_by_count":15,"area":"lr"},{"id":"2504.09479","title":"Draw with Thought: Unleashing Multimodal Reasoning for Scientific Diagram Generation","created":"2025-04-13","cited_by_count":14,"area":"lr"},{"id":"2603.16870","title":"Demystifying Video Reasoning","created":"2026-03-17","cited_by_count":14,"area":"lr"},{"id":"2512.05112","title":"DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation","created":"2025-12-04","cited_by_count":13,"area":"lr"},{"id":"2602.02437","title":"UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing","created":"2026-02-02","cited_by_count":12,"area":"lr"},{"id":"2508.03173","title":"Geoint-R1: Formalizing Multimodal Geometric Reasoning with Dynamic Auxiliary Constructions","created":"2025-08-05","cited_by_count":11,"area":"lr"},{"id":"2506.03596","title":"ControlThinker: Unveiling Latent Semantics for Controllable Image Generation through Visual Reasoning","created":"2025-06-04","cited_by_count":8,"area":"lr"},{"id":"2602.12279","title":"UniT: Unified Multimodal Chain-of-Thought Test-time Scaling","created":"2026-02-12","cited_by_count":8,"area":"lr"},{"id":"2602.14147","title":"LaViDa-R1: Advancing Reasoning for Unified Multimodal Diffusion Language Models","created":"2026-02-15","cited_by_count":7,"area":"lr"},{"id":"2505.17768","title":"R-Genie: Reasoning-Guided Generative Image Editing","created":"2025-05-23","cited_by_count":6,"area":"lr"},{"id":"2509.22460","title":"GeoSketch: A Neural-Symbolic Approach to Geometric Multimodal Reasoning with Auxiliary Line Construction and Affine Transformation","created":"2025-09-26","cited_by_count":6,"area":"lr"},{"id":"2510.08157","title":"Beyond Textual CoT: Interleaved Text-Image Chains with Deep Confidence Reasoning for Image Editing","created":"2025-10-09","cited_by_count":6,"area":"lr"},{"id":"2512.22288","title":"Co-GRPO: Co-Optimized Group Relative Policy Optimization for Masked Diffusion Model","created":"2025-12-25","cited_by_count":6,"area":"lr"},{"id":"2602.06166","title":"M3: High-fidelity Text-to-Image Generation via Multi-Modal, Multi-Agent and Multi-Round Visual Reasoning","created":"2026-02-05","cited_by_count":6,"area":"lr"},{"id":"2603.09094","title":"Chain of Event-Centric Causal Thought for Physically Plausible Video Generation","created":"2026-03-10","cited_by_count":6,"area":"lr"},{"id":"2508.18032","title":"Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation","created":"2025-08-25","cited_by_count":5,"area":"lr"},{"id":"2603.01893","title":"Generative Visual Chain-of-Thought for Image Editing","created":"2026-03-02","cited_by_count":3,"area":"lr"},{"id":"2604.24625","title":"Meta-CoT: Enhancing Granularity and Generalization in Image Editing","created":"2026-04-27","cited_by_count":3,"area":"lr"},{"id":"2605.19852","title":"Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning","created":"2026-05-19","cited_by_count":2,"area":"lr"},{"id":"2603.18662","title":"Thinking with Constructions: A Benchmark and Policy Optimization for Visual-Text Interleaved Geometric Reasoning","created":"2026-03-19","cited_by_count":1,"area":"lr"},{"id":"2602.21435","title":"Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking","created":"2026-02-24","cited_by_count":0,"area":"lr"},{"id":"2603.02712","title":"From \"What\" to \"How\": Constrained Reasoning for Autoregressive Image Generation","created":"2026-03-03","cited_by_count":0,"area":"lr"},{"id":"2605.07334","title":"RCoT-Seg: Reinforced Chain-of-Thought for Video Reasoning and Segmentation","created":"2026-05-08","cited_by_count":0,"area":"lr"},{"id":"2607.10004","title":"Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning","created":"2026-07-10","cited_by_count":0,"area":"lr"}],"next_cursor":null}