Title
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents Christian Schroeder de Witt AAML AI4CE 56 0 0 04 May 2025
UFO2: The Desktop AgentOS Chaoyun Zhang He Huang Chiming Ni J. Mu Si Qin ... Minghua Ma Jian-Guang Lou Qingwei Lin Saravan Rajmohan Dongmei Zhang LLMAG 34 0 0 20 Apr 2025
InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners Yuhang Liu Pengxiang Li C. Xie Xavier Hu Xiaotian Han Shengyu Zhang Hongxia Yang Fei Wu LLMAG LM&Ro LRM AI4CE 57 1 0 19 Apr 2025
Evaluating the Goal-Directedness of Large Language Models Tom Everitt Cristina Garbacea Alexis Bellot Jonathan G. Richens Henry Papadatos Simeon Campos Rohin Shah ELM LM&MA LM&Ro LRM 68 0 0 16 Apr 2025
Kimi-VL Technical Report Kimi Team Angang Du B. Yin Bowei Xing Bowen Qu ... Zhiqi Huang Zihao Huang Zijia Zhao Z. Chen Zongyu Lin MLLM VLM MoE 106 0 0 10 Apr 2025
V-MAGE: A Game Evaluation Framework for Assessing Visual-Centric Capabilities in Multimodal Large Language Models Xiangxi Zheng Linjie Li Z. Yang Ping Yu Alex Jinpeng Wang Rui Yan Yuan Yao Lijuan Wang LRM 21 0 0 08 Apr 2025
Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents Saaket Agashe Kyle Wong Vincent Tu Jiachen Yang Ang Li Xin Eric Wang LLMAG 60 1 0 01 Apr 2025
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction Shravan Nayak Xiangru Jian Kevin Qinghong Lin Juan A. Rodriguez Montek Kalsi ... David Vazquez Christopher Pal Perouz Taslakian Spandana Gella Sai Rajeswar 85 0 0 19 Mar 2025
Attacking Multimodal OS Agents with Malicious Image Patches Lukas Aichberger Alasdair Paren Y. Gal Philip H. S. Torr Adel Bibi AAML 51 2 0 13 Mar 2025
Programming with Pixels: Computer-Use Meets Software Engineering Pranjal Aggarwal Sean Welleck 38 0 0 24 Feb 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents Vardaan Pahuja Yadong Lu Corby Rosset Boyu Gou Arindam Mitra Spencer Whitehead Yu Su Ahmed Awadallah LLMAG LM&Ro Presented at ResearchTrend Connect \| LLMAG on 14 Mar 2025 145 3 1 20 Feb 2025
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 83 10 0 06 Jan 2025
PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World Yanheng He Jiahe Jin Shijie Xia Jiadi Su Runze Fan Haoyang Zou Xiangkun Hu Pengfei Liu LLMAG 38 2 0 23 Dec 2024
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Frank F. Xu Yufan Song Boxuan Li Yuxuan Tang Kritanjali Jain ... Wayne Chi Lawrence Jang Yiqing Xie Shuyan Zhou Graham Neubig LLMAG 124 20 0 18 Dec 2024
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms Zhangheng Li Keen You H. Zhang Di Feng Harsh Agrawal Xiujun Li Mohana Prasad Sathya Moorthy Jeff Nichols Y. Yang Zhe Gan MLLM 46 18 0 24 Oct 2024
ShapefileGPT: A Multi-Agent Large Language Model Framework for Automated Shapefile Processing Qingming Lin Rui Hu Huaxia Li Sensen Wu Yadong Li Kai Fang Hailin Feng Zhenhong Du Liuchang Xu LLMAG AI4CE 25 2 0 16 Oct 2024
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents Christopher Rawles Sarah Clinckemaillie Yifan Chang Jonathan Waltz Gabrielle Lau ... Daniel Toyama Robert Berry Divya Tyamagundlu Timothy Lillicrap Oriana Riva LLMAG 57 44 0 23 May 2024
UFO: A UI-Focused Agent for Windows OS Interaction Chaoyun Zhang Liqun Li Shilin He Xu Zhang Bo Qiao ... Yu Kang Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang LLMAG 58 65 0 08 Feb 2024