{"total":44,"rows":[{"id":"2503.12605","title":"Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey","created":"2025-03-16","cited_by_count":182,"area":"lr"},{"id":"2501.05444","title":"Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark","created":"2025-01-09","cited_by_count":134,"area":"lr"},{"id":"2506.17218","title":"Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens","created":"2025-06-20","cited_by_count":124,"area":"lr"},{"id":"2503.02318","title":"Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models","created":"2025-03-04","cited_by_count":95,"area":"lr"},{"id":"2505.04921","title":"Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models","created":"2025-05-08","cited_by_count":90,"area":"lr"},{"id":"2505.11409","title":"Visual Planning: Let's Think Only with Images","created":"2025-05-16","cited_by_count":85,"area":"lr"},{"id":"2505.23678","title":"Grounded Reinforcement Learning for Visual Reasoning","created":"2025-05-29","cited_by_count":83,"area":"lr"},{"id":"2510.27492","title":"ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning","created":"2025-10-30","cited_by_count":56,"area":"lr"},{"id":"2504.17207","title":"Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation","created":"2025-04-24","cited_by_count":42,"area":"lr"},{"id":"2412.04447","title":"EgoPlan-Bench2: A Benchmark for Multimodal Large Language Model Planning in Real-World Scenarios","created":"2024-12-05","cited_by_count":41,"area":"lr"},{"id":"2505.15510","title":"Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought","created":"2025-05-21","cited_by_count":35,"area":"lr"},{"id":"2510.25760","title":"Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks","created":"2025-10-29","cited_by_count":33,"area":"lr"},{"id":"2411.12591","title":"Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination","created":"2024-11-15","cited_by_count":29,"area":"lr"},{"id":"2508.17298","title":"Explain Before You Answer: A Survey on Compositional Visual Reasoning","created":"2025-08-24","cited_by_count":28,"area":"lr"},{"id":"2503.18071","title":"Mind with Eyes: from Language Reasoning to Multimodal Reasoning","created":"2025-03-23","cited_by_count":22,"area":"lr"},{"id":"2504.15037","title":"Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes","created":"2025-04-21","cited_by_count":22,"area":"lr"},{"id":"2506.04277","title":"RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought","created":"2025-06-04","cited_by_count":19,"area":"lr"},{"id":"2505.20164","title":"Thinking with Visual Abstract: Enhancing Multimodal Reasoning via Visual Abstraction","created":"2025-05-26","cited_by_count":15,"area":"lr"},{"id":"2503.08308","title":"Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework","created":"2025-03-11","cited_by_count":12,"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":"2502.11514","title":"Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study","created":"2025-02-17","cited_by_count":11,"area":"lr"},{"id":"2510.09361","title":"BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception","created":"2025-10-10","cited_by_count":9,"area":"lr"},{"id":"2511.15351","title":"Octopus: Agentic Multimodal Reasoning with Six-Capability Orchestration","created":"2025-11-19","cited_by_count":9,"area":"lr"},{"id":"2509.22746","title":"Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning","created":"2025-09-26","cited_by_count":7,"area":"lr"},{"id":"2508.09547","title":"GoViG: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal Reasoning","created":"2025-08-13","cited_by_count":6,"area":"lr"},{"id":"2605.02735","title":"Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs","created":"2026-05-04","cited_by_count":6,"area":"lr"},{"id":"2411.18142","title":"Autonomous Imagination: Closed-Loop Decomposition of Visual-to-Textual Conversion in Visual Reasoning for Multimodal Large Language Models","created":"2024-11-27","cited_by_count":5,"area":"lr"},{"id":"2507.08664","title":"Introspection of Thought Helps AI Agents","created":"2025-07-11","cited_by_count":4,"area":"lr"},{"id":"2510.23594","title":"PRISM-Bench: A Benchmark of Puzzle-Based Visual Tasks with CoT Error Detection","created":"2025-10-27","cited_by_count":4,"area":"lr"},{"id":"2603.21754","title":"Let's Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts","created":"2026-03-23","cited_by_count":4,"area":"lr"},{"id":"2604.03393","title":"TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering","created":"2026-04-03","cited_by_count":4,"area":"lr"},{"id":"2410.03062","title":"Image First or Text First? Optimising the Sequencing of Modalities in Large Language Model Prompting and Reasoning Tasks","created":"2024-10-04","cited_by_count":3,"area":"lr"},{"id":"2504.01324","title":"On Data Synthesis and Post-training for Visual Abstract Reasoning","created":"2025-04-02","cited_by_count":3,"area":"lr"},{"id":"2509.23014","title":"Planning with Unified Multimodal Models","created":"2025-09-27","cited_by_count":2,"area":"lr"},{"id":"2511.12861","title":"From Perception to Reasoning: Deep Thinking Empowers Multimodal Large Language Models","created":"2025-11-17","cited_by_count":1,"area":"lr"},{"id":"2604.06725","title":"Enhancing MLLM Spatial Understanding via Active 3D Scene Exploration for Multi-Perspective Reasoning","created":"2026-04-08","cited_by_count":1,"area":"lr"},{"id":"2606.02842","title":"Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning","created":"2026-06-01","cited_by_count":1,"area":"lr"},{"id":"2607.08434","title":"DeltaV: Thinking with Visual State Updates in Unified Large Multimodal Models","created":"2026-07-09","cited_by_count":1,"area":"lr"},{"id":"2608.15869","title":"Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoning","created":"2026-08-16","cited_by_count":1,"area":"lr"},{"id":"2512.24404","title":"Lifting Vision: Ground to Aerial Localization with Reasoning Guided Planning","created":"2025-12-30","cited_by_count":0,"area":"lr"},{"id":"2603.03942","title":"Lightweight Visual Reasoning for Socially-Aware Robots","created":"2026-03-04","cited_by_count":0,"area":"lr"},{"id":"2607.28154","title":"OPLD: On-Policy Latent Distillation for Multimodal Reasoning","created":"2026-07-30","cited_by_count":0,"area":"lr"},{"id":"2609.19878","title":"Uni-LaDiR: Latent Diffusion Unifies Multimodal Reasoning","created":"2026-09-17","cited_by_count":0,"area":"lr"},{"id":"2610.10563","title":"SLVR: Structured Latent Visual Reasoning via Human-like Reasoning Flows","created":"2026-10-01","cited_by_count":0,"area":"lr"}],"next_cursor":null}