University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）

2402.03299 2025-11-10 cs.LG cs.CL cs.CV

GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models

Haibo Jin, Ruoxi Chen, Peiyan Zhang, Andy Zhou, Haohan Wang

机构 * School of Information Sciences University of Illinois at Urbana-Champaign（信息科学学院伊利诺伊大学厄巴纳-香槟分校）； Independent Researcher, Starc Institute（Starc研究所独立研究者）； Computer Science and Engineering HKUST（HKUST计算机科学与工程学院）； Computer Science Lapis Labs University of Illinois Urbana-Champaign（计算机科学Lapis Labs伊利诺伊大学厄巴纳-香槟分校）； School of Information Sciences University of Illinois Urbana-Champaign（信息科学学院伊利诺伊大学厄巴纳-香槟分校）

Comments 28 papges

2509.16204 2025-11-10 cs.CE cs.HC cs.RO

Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs

Xingang Guo, Yaxin Li, Xiangyi Kong, Yilan Jiang, Xiayu Zhao, Zhihua Gong, Yufan Zhang, Daixuan Li, Tianle Sang, Beixiao Zhu, Gregory Jun, Yingbing Huang, Yiqi Liu, Yuqi Xue, Rahul Dev Kundu, Qi Jian Lim, Yizhou Zhao, Luke Alexander Granger, Mohamed Badr Younis, Darioush Keivan, Nippun Sabharwal, Shreyanka Sinha, Prakhar Agarwal, Kojo Vandyck, Hanlin Mai, Zichen Wang, Aditya Venkatesh, Ayush Barik, Jiankun Yang, Chongying Yue, Jingjie He, Libin Wang, Licheng Xu, Hao Chen, Jinwen Wang, Liujun Xu, Rushabh Shetty, Ziheng Guo, Dahui Song, Manvi Jha, Weijie Liang, Weiman Yan, Bryan Zhang, Sahil Bhandary Karnoor, Jialiang Zhang, Rutva Pandya, Xinyi Gong, Mithesh Ballae Ganesh, Feize Shi, Ruiling Xu, Yifan Zhang, Yanfeng Ouyang, Lianhui Qin, Elyse Rosenbaum, Corey Snyder, Peter Seiler, Geir Dullerud, Xiaojia Shelly Zhang, Zuofu Cheng, Pavan Kumar Hanumolu, Jian Huang, Mayank Kulkarni, Mahdi Namazifar, Huan Zhang, Bin Hu

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； University of Pennsylvania（宾夕法尼亚大学）； University of California San Diego（加州大学圣地亚哥分校）； University of Michigan（密歇根大学）； Amazon AGI（亚马逊人工通用智能）

Comments To Appear in NeurIPS 2025 Datasets & Benchmarks Track

2503.04010 2025-11-10 cs.LG cs.DS

Greedy Algorithm for Structured Bandits: A Sharp Characterization of Asymptotic Success / Failure

Aleksandrs Slivkins, Yunzong Xu, Shiliang Zuo

机构 * Microsoft Research New York City（微软研究院纽约市）； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）

Comments Conference publication: NeurIPS 2025