{"total":32,"rows":[{"id":"2503.22020","title":"CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models","created":"2025-03-27","cited_by_count":451,"area":"lr"},{"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":"2505.00703","title":"T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT","created":"2025-05-01","cited_by_count":166,"area":"lr"},{"id":"2510.24514","title":"Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs","created":"2025-10-28","cited_by_count":43,"area":"lr"},{"id":"2505.07538","title":"Selftok: Discrete Visual Tokens of Autoregression, by Diffusion, and for Reasoning","created":"2025-05-12","cited_by_count":33,"area":"lr"},{"id":"2504.03641","title":"MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models","created":"2025-04-04","cited_by_count":24,"area":"lr"},{"id":"2505.17534","title":"Co-Reinforcement Learning for Unified Multimodal Understanding and Generation","created":"2025-05-23","cited_by_count":15,"area":"lr"},{"id":"2503.01298","title":"Towards Enhanced Image Generation Via Multi-modal Chain of Thought in Unified Generative Models","created":"2025-03-03","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":"2512.23568","title":"ThinkGen: Generalized Thinking for Visual Generation","created":"2025-12-29","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":"2509.18639","title":"Understanding-in-Generation: Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation","created":"2025-09-23","cited_by_count":11,"area":"lr"},{"id":"2512.04563","title":"COOPER: A Unified Model for Cooperative Perception and Reasoning in Spatial Intelligence","created":"2025-12-04","cited_by_count":9,"area":"lr"},{"id":"2601.22155","title":"UEval: A Benchmark for Unified Multimodal Generation","created":"2026-01-29","cited_by_count":9,"area":"lr"},{"id":"2512.09924","title":"Towards Reason-Informed Video Editing in Unified Models with Self-Reflective Learning","created":"2025-12-10","cited_by_count":7,"area":"lr"},{"id":"2606.27376","title":"Ask, Solve, Generate: Self-Evolving Unified Multimodal Understanding and Generation via Self-Consistency Rewards","created":"2026-06-25","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":"2507.01756","title":"Rethinking Discrete Tokens: Treating Them as Conditions for Continuous Autoregressive Image Synthesis","created":"2025-07-02","cited_by_count":6,"area":"lr"},{"id":"2603.08652","title":"CoCo: Code as CoT for Text-to-Image Preview and Rare Concept Generation","created":"2026-03-09","cited_by_count":6,"area":"lr"},{"id":"2510.17937","title":"UniRL-Zero: Reinforcement Learning on Unified Models with Joint Language Model and Diffusion Model Experts","created":"2025-10-20","cited_by_count":5,"area":"lr"},{"id":"2602.06663","title":"PlanViz: Evaluating Planning-Oriented Image Generation and Editing for Computer-Use Tasks","created":"2026-02-06","cited_by_count":4,"area":"lr"},{"id":"2603.09538","title":"Towards Unified Multimodal Interleaved Generation via Group Relative Policy Optimization","created":"2026-03-10","cited_by_count":4,"area":"lr"},{"id":"2604.13491","title":"FiRe: Fine-grained Multimodal Reasoning for Enhanced Image Generation","created":"2026-04-15","cited_by_count":3,"area":"lr"},{"id":"2505.18028","title":"Knot So Simple: A Minimalistic Environment for Spatial Reasoning","created":"2025-05-23","cited_by_count":2,"area":"lr"},{"id":"2603.17533","title":"A Unified Language Model for Large Scale Search, Recommendation, and Reasoning","created":"2026-03-18","cited_by_count":2,"area":"lr"},{"id":"2511.22663","title":"AIA: Rethinking Architecture Decoupling Strategy In Unified Multimodal Model","created":"2025-11-27","cited_by_count":1,"area":"lr"},{"id":"2602.12221","title":"Best of Both Worlds: Multimodal Reasoning and Generation via Unified Discrete Flow Matching","created":"2026-02-12","cited_by_count":1,"area":"lr"},{"id":"2603.27693","title":"LVRPO: Language-Visual Alignment with GRPO for Multimodal Understanding and Generation","created":"2026-03-29","cited_by_count":1,"area":"lr"},{"id":"2604.17800","title":"ReFineVLA: Multimodal Reasoning-Aware Generalist Robotic Policies via Teacher-Guided Fine-Tuning","created":"2026-04-20","cited_by_count":1,"area":"lr"},{"id":"2511.05553","title":"EVLP:Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning","created":"2025-11-03","cited_by_count":0,"area":"lr"},{"id":"2602.01554","title":"InfoTok: Information-Theoretic Regularization for Capacity-Constrained Shared Visual Tokenization in Unified MLLMs","created":"2026-02-02","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"}],"next_cursor":null}