ICML 2025 Workshop WCUA Submissions

Weathering the CUA Storm: Mapping Security Threats in the Rapid Rise of Computer Use Agents
Daniel Jones, Martin Pouliot, Giorgio Severi, Joris de Gruyter, Gary David Lopez Munoz, Santiago Zanella-Beguelin, Justin Song, Amanda J. Minnich, Pamela Cortez
- Published: 08 Jun 2025, Last Modified: 27 Jun 2025
- WCUA 2025 Poster
- Readers: Everyone
Reimagining ABM with LLM Agents via Shachi
So Kuroki, Yingtao Tian, Kou Misaki, Takashi Ikegami, Takuya Akiba, Yujin Tang
- Published: 08 Jun 2025, Last Modified: 27 Jun 2025
- WCUA 2025 Poster
- Readers: Everyone
API Agents vs. GUI Agents: Divergence and Convergence
Chaoyun Zhang, Shilin He, Liqun Li, Si Qin, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
- Published: 08 Jun 2025, Last Modified: 27 Jun 2025
- WCUA 2025 Poster
- Readers: Everyone
Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment
Siliang Zeng, Quan Wei, William Brown, Oana Frunza, Yuriy Nevmyvaka, Yang Katie Zhao, Mingyi Hong
- Published: 08 Jun 2025, Last Modified: 30 Jun 2025
- WCUA 2025 Poster
- Readers: Everyone
GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning
Zhen Xiang, Linzhi Zheng, Yanjie Li, Junyuan Hong, Qinbin Li, Han Xie, Jiawei Zhang, Zidi Xiong, Chulin Xie, Nathaniel D. Bastian, Carl Yang, Dawn Song, Bo Li
- Published: 08 Jun 2025, Last Modified: 27 Jun 2025
- WCUA 2025 Poster
- Readers: Everyone
Dynamic Risk Assessments for Offensive Cybersecurity Agents
Boyi Wei, Benedikt Stroebl, Jiacen Xu, Joie Zhang, Zhou Li, Peter Henderson
- Published: 08 Jun 2025, Last Modified: 27 Jun 2025
- WCUA 2025 Poster
- Readers: Everyone
DoomArena: A framework for Testing AI Agents Against Evolving Security Threats
Léo Boisvert, Abhay Puri, Gabriel Huang, Mihir Bansal, Chandra Kiran Reddy Evuru, Avinandan Bose, Maryam Fazel, Quentin Cappart, Alexandre Lacoste, Alexandre Drouin, Krishnamurthy Dj Dvijotham
- Published: 08 Jun 2025, Last Modified: 27 Jun 2025
- WCUA 2025 Poster
- Readers: Everyone
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
Qiushi Sun, Zhoumianze Liu, Chang Ma, Zichen Ding, Fangzhi Xu, Zhangyue Yin, Haiteng Zhao, Zhenyu Wu, Kanzhi Cheng, Zhaoyang Liu, Jianing Wang, Qintong Li, Robert Tang, Tianbao Xie, Xiachong Feng, Xiang Li, Ben Kao, Wenhai Wang, Biqing Qi, Lingpeng Kong et al. (1 additional authors not shown)
- Published: 08 Jun 2025, Last Modified: 27 Jun 2025
- WCUA 2025 Oral
- Readers: Everyone