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Multi-Modal23

[2026-1] 백승우 - The Evolution of Human-Like Computer-Using Agents From Perception to Command UFO: A UI-Focused Agent for Windows OS InteractionWe introduce UFO, an innovative UI-Focused agent to fulfill user requests tailored to applications on Windows OS, harnessing the capabilities of GPT-Vision. UFO employs a dual-agent framework to meticulously observe and analyze the graphical user interfacearxiv.org UFO2: The Desktop AgentOSRecent Computer-Using Agents (CUAs), powered by multimod.. 2026. 1. 21.
[2025-2] 백승우 - MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI AgentsTo enhance the efficiency of GUI agents on various platforms like smartphones and computers, a hybrid paradigm that combines flexible GUI operations with efficient shortcuts (e.g., API, deep links) is emerging as a promising direction. However, a frameworkarxiv.org 2025. 12. 24.
[2025-2] 백승우 - Toward Autonomous UI Exploration: The UIExplorer Benchmark https://arxiv.org/abs/2506.17779 2025. 12. 3.
[2025-2] 백승우 - GUI Exploration Lab: Enhancing Screen Navigation in Agents via Multi-Turn Reinforcement Learning GUI Exploration Lab: Enhancing Screen Navigation in Agents via...With the rapid development of Large Vision Language Models, the focus of Graphical User Interface (GUI) agent tasks shifts from single-screen tasks to complex screen navigation challenges. However...openreview.net 2025. 11. 26.