{"total":59,"rows":[{"id":"2511.21631","title":"Qwen3-VL Technical Report","created":"2025-11-26","cited_by_count":2793,"area":"mllm"},{"id":"2504.10458","title":"GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents","created":"2025-04-14","cited_by_count":244,"area":"mllm"},{"id":"2508.09123","title":"OpenCUA: Open Foundations for Computer-Use Agents","created":"2025-08-12","cited_by_count":160,"area":"mllm"},{"id":"2508.04700","title":"SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience","created":"2025-08-06","cited_by_count":69,"area":"mllm"},{"id":"2509.15221","title":"ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data","created":"2025-09-18","cited_by_count":60,"area":"mllm"},{"id":"2510.17269","title":"FineVision: Open Data Is All You Need","created":"2025-10-20","cited_by_count":53,"area":"mllm"},{"id":"2602.11858","title":"Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception","created":"2026-02-12","cited_by_count":50,"area":"mllm"},{"id":"2605.27365","title":"LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding","created":"2026-05-26","cited_by_count":28,"area":"mllm"},{"id":"2508.05731","title":"InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization","created":"2025-08-07","cited_by_count":27,"area":"mllm"},{"id":"2510.10991","title":"A Survey on Agentic Multimodal Large Language Models","created":"2025-10-13","cited_by_count":23,"area":"mllm"},{"id":"2603.28069","title":"MolmoPoint: Better Pointing for VLMs with Grounding Tokens","created":"2026-03-30","cited_by_count":15,"area":"mllm"},{"id":"2510.11498","title":"ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding","created":"2025-10-13","cited_by_count":14,"area":"mllm"},{"id":"2505.12493","title":"GUI-Shift: Enhancing VLM-Based GUI Agents through Self-supervised Reinforcement Learning","created":"2025-05-18","cited_by_count":11,"area":"mllm"},{"id":"2510.00536","title":"GUI-KV: Efficient GUI Agents via KV Cache with Spatio-Temporal Awareness","created":"2025-10-01","cited_by_count":11,"area":"mllm"},{"id":"2509.10345","title":"Towards Understanding Visual Grounding in Visual Language Models","created":"2025-09-12","cited_by_count":10,"area":"mllm"},{"id":"2510.04039","title":"\\textsc{GUI-Spotlight}: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding","created":"2025-10-05","cited_by_count":10,"area":"mllm"},{"id":"2601.03928","title":"FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection","created":"2026-01-07","cited_by_count":10,"area":"mllm"},{"id":"2506.02865","title":"Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights","created":"2025-06-03","cited_by_count":8,"area":"mllm"},{"id":"2603.12823","title":"Adaptive Vision-Language Model Routing for Computer Use Agents","created":"2026-03-13","cited_by_count":8,"area":"mllm"},{"id":"2506.23491","title":"ZonUI-3B: A Lightweight Vision-Language Model for Cross-Resolution GUI Grounding","created":"2025-06-30","cited_by_count":7,"area":"mllm"},{"id":"2603.18472","title":"Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding","created":"2026-03-19","cited_by_count":7,"area":"mllm"},{"id":"2605.14747","title":"Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining","created":"2026-05-14","cited_by_count":7,"area":"mllm"},{"id":"2507.10610","title":"LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents","created":"2025-07-13","cited_by_count":6,"area":"mllm"},{"id":"2508.19679","title":"InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning","created":"2025-08-27","cited_by_count":6,"area":"mllm"},{"id":"2511.21750","title":"SO-Bench: A Structural Output Evaluation of Multimodal LLMs","created":"2025-11-23","cited_by_count":6,"area":"mllm"},{"id":"2603.17441","title":"AdaZoom-GUI: Adaptive Zoom-based GUI Grounding with Instruction Refinement","created":"2026-03-18","cited_by_count":6,"area":"mllm"},{"id":"2603.14448","title":"Zoom to Essence: Trainless GUI Grounding by Inferring upon Interface Elements","created":"2026-03-15","cited_by_count":5,"area":"mllm"},{"id":"2605.15542","title":"DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding","created":"2026-05-15","cited_by_count":5,"area":"mllm"},{"id":"2606.31270","title":"Learning from Failure: Inference-Time Self-Improvement for Computer-Use Agents","created":"2026-06-30","cited_by_count":5,"area":"mllm"},{"id":"2507.10202","title":"A Training-Free, Task-Agnostic Framework for Enhancing MLLM Performance on High-Resolution Images","created":"2025-07-14","cited_by_count":4,"area":"mllm"},{"id":"2510.11496","title":"AndesVL Technical Report: An Efficient Mobile-side Multimodal Large Language Model","created":"2025-10-13","cited_by_count":4,"area":"mllm"},{"id":"2604.00886","title":"PixelPrune: Pixel-Level Adaptive Visual Token Reduction via Predictive Coding","created":"2026-04-01","cited_by_count":4,"area":"mllm"},{"id":"2607.14548","title":"HyMobileAgent: Data-Environment Co-Scaling for Efficient GUI Agents","created":"2026-07-16","cited_by_count":4,"area":"mllm"},{"id":"2607.24957","title":"PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models","created":"2026-07-27","cited_by_count":4,"area":"mllm"},{"id":"2509.04243","title":"Learning Active Perception via Self-Evolving Preference Optimization for GUI Grounding","created":"2025-09-04","cited_by_count":3,"area":"mllm"},{"id":"2510.26098","title":"GUI Knowledge Bench: Revealing the Knowledge Gap of VLMs in GUI Tasks","created":"2025-10-30","cited_by_count":3,"area":"mllm"},{"id":"2603.15039","title":"GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents","created":"2026-03-16","cited_by_count":3,"area":"mllm"},{"id":"2603.26211","title":"Towards GUI Agents: Vision-Language Diffusion Models for GUI Grounding","created":"2026-03-27","cited_by_count":3,"area":"mllm"},{"id":"2604.00909","title":"JAMMEval: A Refined Collection of Japanese Benchmarks for Reliable VLM Evaluation","created":"2026-04-01","cited_by_count":3,"area":"mllm"},{"id":"2605.02630","title":"AutoFocus: Uncertainty-Aware Active Visual Search for GUI Grounding","created":"2026-05-04","cited_by_count":3,"area":"mllm"},{"id":"2510.19336","title":"DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile Phone Agents","created":"2025-10-22","cited_by_count":2,"area":"mllm"},{"id":"2510.22102","title":"Mitigating Coordinate Prediction Bias from Positional Encoding Failures","created":"2025-10-25","cited_by_count":2,"area":"mllm"},{"id":"2511.09067","title":"MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique","created":"2025-11-12","cited_by_count":2,"area":"mllm"},{"id":"2604.13488","title":"Towards Scalable Lightweight GUI Agents via Multi-role Orchestration","created":"2026-04-15","cited_by_count":2,"area":"mllm"},{"id":"2605.08560","title":"ZAYA1-VL-8B Technical Report","created":"2026-05-08","cited_by_count":2,"area":"mllm"},{"id":"2605.16402","title":"WinDeskGround: A Benchmark for Robust GUI Grounding in Complex Multi-Window Desktop Environments","created":"2026-05-13","cited_by_count":2,"area":"mllm"},{"id":"2606.25760","title":"Uncertainty Quantification for Computer-Use Agents: A Benchmark across Vision-Language Models and GUI Grounding Datasets","created":"2026-06-24","cited_by_count":2,"area":"mllm"},{"id":"2609.02401","title":"CA-OPD: Confidence-Aware On-Policy Distillation for Structured Visual Prediction","created":"2026-09-02","cited_by_count":2,"area":"mllm"},{"id":"2605.19260","title":"AQuaUI: Visual Token Reduction for GUI Agents with Adaptive Quadtrees","created":"2026-05-19","cited_by_count":1,"area":"mllm"},{"id":"2606.01790","title":"STaR-KV: Spatio-Temporal Adaptive Re-weighting for KV Cache Compression in GUI Vision-Language Models","created":"2026-06-01","cited_by_count":1,"area":"mllm"},{"id":"2609.27948","title":"VIVAS: Vitalizing Visual Perception in VLM Pre-training via Vision-language Unified Autoregressive Supervision","created":"2026-08-25","cited_by_count":1,"area":"mllm"},{"id":"2512.19219","title":"Selective LoRA for Visual Tokens and Attention Heads","created":"2025-12-22","cited_by_count":0,"area":"mllm"},{"id":"2604.09531","title":"VisionFoundry: Teaching VLMs Visual Perception with Synthetic Images","created":"2026-04-10","cited_by_count":0,"area":"mllm"},{"id":"2604.24348","title":"OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents","created":"2026-04-27","cited_by_count":0,"area":"mllm"},{"id":"2606.00390","title":"Zamba2-VL Technical Report","created":"2026-05-29","cited_by_count":0,"area":"mllm"},{"id":"2608.09654","title":"Hallucination-Free GUI Grounding via Regression-Free Layout-Aware Matching","created":"2026-08-10","cited_by_count":0,"area":"mllm"},{"id":"2608.21460","title":"FigmaTrace: Capturing Creative Nuances in Human Figma Design Workflows","created":"2026-08-20","cited_by_count":0,"area":"mllm"},{"id":"2608.25299","title":"PointRL: Learning Point-Level Vision-Language Grounding from Verifiable Annotation Evidence","created":"2026-08-26","cited_by_count":0,"area":"mllm"},{"id":"2610.05185","title":"Recurrent Latent Visual Search for GUI Grounding","created":"2026-10-04","cited_by_count":0,"area":"mllm"}],"next_cursor":null}