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This channel is dedicated to building and expanding a comprehensive paper database focused on the Web Agent field and the boarder GUI agent field. Let’s collaborate to enrich this database and advance research in the exciting world of web agents!
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🔥 Newly updated（April）
🆕 Apr 15 ｜UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis
🆕 Apr 15 ｜The Obvious Invisible Threat: LLM-Powered GUI Agents’ Vulnerability to Fine-Print Injections
🆕 Apr 14 ｜RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users
🆕 Apr 14 ｜Breaking the Data Barrier – Building GUI Agents Through Task Generalization
🆕 Apr 14 ｜[GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents ](https://webagentlab.notion.site/GUI-R1-A-Generalist-R1-Style-Vision-Language-Action-Model-For-GUI-Agents-1d6cc62ec9f180debed2c2eccb3beacd)
🆕 Apr 13 ｜AgentA/B: Automated and Scalable Web A/BTesting with Interactive LLM Agents
🆕 Apr 12 ｜Explorer: Robust Collection of Interactable GUI Elements
🆕 Apr 11 ｜[AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories ](https://webagentlab.notion.site/AgentRewardBench-Evaluating-Automatic-Evaluations-of-Web-Agent-Trajectories-1d6cc62ec9f1801bb4eac7b8c6b93948)
Apr 10 ｜BrowseComp: a benchmark for browsing agents
Apr 9 ｜SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
Apr 9 ｜Inducing Programmatic Skills for Agentic Tasks
Apr 6 ｜[UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design](https://webagentlab.notion.site/UXAgent-An-LLM-Agent-Based-Usability-Testing-Framework-for-Web-Design-1cfcc62ec9f18017b210f1b36a3df00e)
Apr 5 ｜Beyond Believability: Accurate Human Behavior Simulation with Fine-Tuned LLMs
Apr 2 ｜Are Autonomous Web Agents Good Testers?
Apr 1 ｜[Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents ](https://webagentlab.notion.site/Agent-S2-A-Compositional-Generalist-Specialist-Framework-for-Computer-Use-Agents-1c9cc62ec9f1809da629dff03d2e5e6c)
Mar 31 ｜Navi-plus: Managing Ambiguous GUI Navigation Tasks with Follow-up
Mar 30 ｜[A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models ](https://webagentlab.notion.site/A-Survey-of-WebAgents-Towards-Next-Generation-AI-Agents-for-Web-Automation-with-Large-Foundation-Mo-1c8cc62ec9f18017bd5dfae564779841)