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Graphical User Interface (GUI) agents, which autonomously operate on digital interfaces through natural language instructions, hold transformative potential for accessibility, automation, and user experience. A critical aspect of their…

Human-Computer Interaction · Computer Science 2025-05-28 Yuheng Lu , Qian Yu , Hongru Wang , Zeming Liu , Wei Su , Yanping Liu , Yuhang Guo , Maocheng Liang , Yunhong Wang , Haifeng Wang

Conversational agents are increasingly expected to adapt across contexts and evolve their personalities through interactions, yet most remain static once configured. We present an exploratory study of how user expectations form and evolve…

Autonomous graphical user interface (GUI) agents powered by multimodal large language models have shown great promise. However, a critical yet underexplored issue persists: over-execution, where the agent executes tasks in a fully…

Human-Computer Interaction · Computer Science 2025-07-15 Pengzhou Cheng , Zheng Wu , Zongru Wu , Aston Zhang , Zhuosheng Zhang , Gongshen Liu

Evaluating recommender systems remains challenging due to the gap between offline metrics and real user behavior, as well as the scarcity of interaction data. Recent work explores large language model (LLM) agents as synthetic users, yet…

Information Retrieval · Computer Science 2026-01-06 Nicolas Bougie , Gian Maria Marconi , Tony Yip , Narimasa Watanabe

GUI agents hold significant potential to enhance the experience and efficiency of human-device interaction. However, current methods face challenges in generalizing across applications (apps) and tasks, primarily due to two fundamental…

Computer Vision and Pattern Recognition · Computer Science 2025-03-25 Yuchen Sun , Shanhui Zhao , Tao Yu , Hao Wen , Samith Va , Mengwei Xu , Yuanchun Li , Chongyang Zhang

The most important aspect of any Software is the operability for the intended audience. This factor of operability is encompassed in the user interface, which serves as the only window to the features of the system. It is thus essential…

Human-Computer Interaction · Computer Science 2014-09-16 Rishabh Jain , Rupanta Rwiteej Dutta , Rajat Tandon

High-end components that conduct complicated tasks automatically are a part of modern industrial systems. However, in order for these parts to function at the desired level, they need to be maintained by qualified experts. Solutions based…

As AI takes on increasingly complex roles in human-computer interaction, fundamental questions arise: how can HCI help maintain the user as the primary agent while augment human cognition and intelligence? This paper suggests questions to…

Human-Computer Interaction · Computer Science 2025-04-07 Riccardo Bovo , Karan Ahuja , Ryo Suzuki , Mustafa Doga Dogan , Mar Gonzalez-Franco

While research on AI agents focuses on enabling them to operate graphical user interfaces, the most effective and widely adopted agent tools in practice are terminal-based. We argue that this convergence is not coincidental. It reflects…

Human-Computer Interaction · Computer Science 2026-03-12 Alexandre De Masi

The development of autonomous agents for graphical user interfaces (GUIs) presents major challenges in artificial intelligence. While recent advances in native agent models have shown promise by unifying perception, reasoning, action, and…

Artificial Intelligence · Computer Science 2025-09-08 Haoming Wang , Haoyang Zou , Huatong Song , Jiazhan Feng , Junjie Fang , Junting Lu , Longxiang Liu , Qinyu Luo , Shihao Liang , Shijue Huang , Wanjun Zhong , Yining Ye , Yujia Qin , Yuwen Xiong , Yuxin Song , Zhiyong Wu , Aoyan Li , Bo Li , Chen Dun , Chong Liu , Daoguang Zan , Fuxing Leng , Hanbin Wang , Hao Yu , Haobin Chen , Hongyi Guo , Jing Su , Jingjia Huang , Kai Shen , Kaiyu Shi , Lin Yan , Peiyao Zhao , Pengfei Liu , Qinghao Ye , Renjie Zheng , Shulin Xin , Wayne Xin Zhao , Wen Heng , Wenhao Huang , Wenqian Wang , Xiaobo Qin , Yi Lin , Youbin Wu , Zehui Chen , Zihao Wang , Baoquan Zhong , Xinchun Zhang , Xujing Li , Yuanfan Li , Zhongkai Zhao , Chengquan Jiang , Faming Wu , Haotian Zhou , Jinlin Pang , Li Han , Qi Liu , Qianli Ma , Siyao Liu , Songhua Cai , Wenqi Fu , Xin Liu , Yaohui Wang , Zhi Zhang , Bo Zhou , Guoliang Li , Jiajun Shi , Jiale Yang , Jie Tang , Li Li , Qihua Han , Taoran Lu , Woyu Lin , Xiaokang Tong , Xinyao Li , Yichi Zhang , Yu Miao , Zhengxuan Jiang , Zili Li , Ziyuan Zhao , Chenxin Li , Dehua Ma , Feng Lin , Ge Zhang , Haihua Yang , Hangyu Guo , Hongda Zhu , Jiaheng Liu , Junda Du , Kai Cai , Kuanye Li , Lichen Yuan , Meilan Han , Minchao Wang , Shuyue Guo , Tianhao Cheng , Xiaobo Ma , Xiaojun Xiao , Xiaolong Huang , Xinjie Chen , Yidi Du , Yilin Chen , Yiwen Wang , Zhaojian Li , Zhenzhu Yang , Zhiyuan Zeng , Chaolin Jin , Chen Li , Hao Chen , Haoli Chen , Jian Chen , Qinghao Zhao , Guang Shi

Augmentation technologies, fueled by Artificial Intelligence (AI), are undergoing a process of adaptation and normalization geared to everyday users in various roles as practitioners, educators, and students. While new innovations,…

Computers and Society · Computer Science 2025-08-26 Ann Hill Duin , Isabel Pedersen

The traditional user-centered design process can hardly keep up with the ever faster technical development and increasingly diverse user preferences. As a solution, we propose to augment the tried-and-tested approach of conducting user…

Human-Computer Interaction · Computer Science 2023-02-23 Florian Fischer , Arthur Fleig , Markus Klar , Viktorija Paneva , Jörg Müller

In today's digital society, personalization has become a crucial aspect of software applications, significantly impacting user experience and engagement. A new wave of intelligent user interfaces, such as AI-based conversational agents, has…

Software Engineering · Computer Science 2025-06-02 Aaron Conrardy , Alfredo Capozucca , Jordi Cabot

Current discourse on Artificial Intelligence (AI) ethics, dominated by "trustworthy" and "responsible" AI, overlooks a more fundamental human-computer interaction (HCI) crisis: the erosion of human agency. This paper argues that the primary…

Human-Computer Interaction · Computer Science 2026-04-15 Georges Hattab

This paper presents our ongoing work toward developing an enterprise-ready Computer Using Generalist Agent (CUGA) system. Our research highlights the evolutionary nature of building agentic systems suitable for enterprise environments. By…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-07-10 Sami Marreed , Alon Oved , Avi Yaeli , Segev Shlomov , Ido Levy , Offer Akrabi , Aviad Sela , Asaf Adi , Nir Mashkif

Accelerator control systems often represent relatively complex and safety-sensitive human-machine interfaces within process control industries. These systems are technically robust and reflect the cumulative integration of solutions built…

Accelerator Physics · Physics 2025-12-18 Rachael Hill , Casey Kovesdi , Torrey Mortenson , Madelyn Polzin , Zachary Spielman , Katya Le Blanc

With Artificial intelligence (AI) to aid or automate decision-making advancing rapidly, a particular concern is its fairness. In order to create reliable, safe and trustworthy systems through human-centred artificial intelligence (HCAI)…

Artificial Intelligence · Computer Science 2022-06-02 Yuri Nakao , Lorenzo Strappelli , Simone Stumpf , Aisha Naseer , Daniele Regoli , Giulia Del Gamba

This article, a lightly adapted version of Perplexity's response to NIST/CAISI Request for Information 2025-0035, details our observations and recommendations concerning the security of frontier AI agents. These insights are informed by…

Machine Learning · Computer Science 2026-04-07 Ninghui Li , Kaiyuan Zhang , Kyle Polley , Jerry Ma

Graphical User Interface (GUI) agents offer cross-platform solutions for automating complex digital tasks, with significant potential to transform productivity workflows. However, their performance is often constrained by the scarcity of…

Artificial Intelligence · Computer Science 2025-04-16 Junlei Zhang , Zichen Ding , Chang Ma , Zijie Chen , Qiushi Sun , Zhenzhong Lan , Junxian He

As digital social platforms and mobile technologies are becoming more prevalent and robust, the use of Artificial Intelligence (AI) in facilitating human communication will grow. This, in turn, will pave the way for the development of…

Human-Computer Interaction · Computer Science 2021-10-29 Roxana Girju