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高校专区

University of Southern California(南加州大学)

2025-10-01 至 2025-10-01 共收录 5
2509.26062 2025-10-01 cs.CL

DyFlow: Dynamic Workflow Framework for Agentic Reasoning

Yanbo Wang, Zixiang Xu, Yue Huang, Xiangqi Wang, Zirui Song, Lang Gao, Chenxi Wang, Xiangru Tang, Yue Zhao, Arman Cohan, Xiangliang Zhang, Xiuying Chen

机构 * Mohamed bin Zayed University of Artificial Intelligence(莫扎大学人工智能大学) University of Notre Dame(诺特大学) Yale University(耶鲁大学) University of Southern California(南加州大学)

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2509.25593 2025-10-01 cs.AI cs.CL cs.HC cs.IR

Causal Autoencoder-like Generation of Feedback Fuzzy Cognitive Maps with an LLM Agent

Akash Kumar Panda, Olaoluwa Adigun, Bart Kosko

机构 * Department of Electrical and Computer Engineering(电气与计算机工程系) University of Southern California(南加州大学) School of Computing and Information Sciences(计算与信息科学学院) Florida International University(佛罗里达国际大学)

Comments 8 pages, 4 figures

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2509.24610 2025-10-01 cs.LG cs.CL

OrthAlign: Orthogonal Subspace Decomposition for Non-Interfering Multi-Objective Alignment

Liang Lin, Zhihao Xu, Junhao Dong, Jian Zhao, Yuchen Yuan, Guibin Zhang, Miao Yu, Yiming Zhang, Zhengtao Yao, Huahui Yi, Dongrui Liu, Xinfeng Li, Kun Wang

机构 * Institute of Artificial Intelligence (TeleAI), China Telecom(人工智能研究院(TeleAI),中国电信) RUC(中国人民大学) USTC(University of Science and Technology of China) NTU(National University of Technology) NUS(National University of Singapore) USC(University of Southern California) SCU(Sichuan University) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室)

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2503.12686 2025-10-01 cs.LG cs.PL cs.SE

Understanding Formal Reasoning Failures in LLMs as Abstract Interpreters

Jacqueline L. Mitchell, Brian Hyeongseok Kim, Chenyu Zhou, Chao Wang

机构 * University of Southern California(南加州大学)

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2502.17521 2025-10-01 cs.LG cs.AI cs.CL

Recent Advances in Large Langauge Model Benchmarks against Data Contamination: From Static to Dynamic Evaluation

Simin Chen, Yiming Chen, Zexin Li, Yifan Jiang, Zhongwei Wan, Yixin He, Dezhi Ran, Tianle Gu, Haizhou Li, Tao Xie, Baishakhi Ray

机构 * Columbia University(哥伦比亚大学) National University of Singapore(国立新加坡大学) University of California, Riverside(加州大学河滨分校) University of Southern California(南加州大学) The Ohio State University(俄亥俄州立大学) Peking University(北京大学) Tsinghua University(清华大学) The Chinese University of Hong Kong, Shenzhen(香港中文大学(深圳))

Comments Github Link: https://github.com/SeekingDream/Static-to-Dynamic-LLMEval

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