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University of Wisconsin-Madison(威斯康星大学麦迪逊分校)

共收录 830
2506.00900 2025-06-03 cs.CL

SocialEval: Evaluating Social Intelligence of Large Language Models

Jinfeng Zhou, Yuxuan Chen, Yihan Shi, Xuanming Zhang, Leqi Lei, Yi Feng, Zexuan Xiong, Miao Yan, Xunzhi Wang, Yaru Cao, Jianing Yin, Shuai Wang, Quanyu Dai, Zhenhua Dong, Hongning Wang, Minlie Huang

机构 * The CoAI Group, DCST, Tsinghua University(清华大学计算机科学与技术系) Harvard University(哈佛大学) University of Wisconsin–Madison(威斯康星大学麦迪逊分校) Beijing Jiaotong University(北京交通大学) Peking University(北京大学) Nankai University(南开大学) Northwest Minzu University(西北民族大学) University of Pennsylvania(宾夕法尼亚大学) Huawei Noah’ Ark Lab(华为诺亚实验室)

Comments ACL 2025, Repository: \url{https://github.com/thu-coai/SocialEval}

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2506.00569 2025-06-03 cs.LG

AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs

Nicholas E. Corrado, Julian Katz-Samuels, Adithya Devraj, Hyokun Yun, Chao Zhang, Yi Xu, Yi Pan, Bing Yin, Trishul Chilimbi

机构 * University of Wisconsin–Madison(威斯康星大学麦迪逊分校) Amazon(亚马逊) Georgia Institute of Technology(佐治亚理工学院)

Comments ACL 2025, Main Conference

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2502.11767 2025-06-03 cs.LG cs.CL

From Selection to Generation: A Survey of LLM-based Active Learning

Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian McAuley

机构 * University of California San Diego(加州大学圣地亚哥分校) University of Wisconsin Madison(威斯康星大学麦迪逊分校) Carnegie Mellon University(卡内基梅隆大学) University of Rochester(罗切斯特大学) Adobe Research(Adobe研究) Dolby Labs(杜比实验室) Cisco AI Research(思科人工智能研究) University of Oregon(俄勒冈大学) University of Southern California(南加州大学) Pennsylvania State University(宾夕法尼亚州立大学) Dartmouth College(达特茅斯学院)

Comments ACL 2025

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2505.24808 2025-06-02 cs.RO cs.AI

RealDrive: Retrieval-Augmented Driving with Diffusion Models

Wenhao Ding, Sushant Veer, Yuxiao Chen, Yulong Cao, Chaowei Xiao, Marco Pavone

机构 * NVIDIA Research(NVIDIA研究部) University of Wisconsin – Madison(威斯康星大学麦迪逊分校) Stanford University(斯坦福大学)

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2502.11238 2025-06-02 cs.LG cs.IT math.IT math.OC stat.ML

Span-Agnostic Optimal Sample Complexity and Oracle Inequalities for Average-Reward RL

Matthew Zurek, Yudong Chen

机构 * Department of Computer Sciences, University of Wisconsin-Madison(计算机科学系,威斯康星大学麦迪逊分校)

Journal ref Conference on Learning Theory (COLT), 2025

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2410.03782 2025-06-02 cs.LG cs.CV

DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation

Changdae Oh, Yixuan Li, Kyungwoo Song, Sangdoo Yun, Dongyoon Han

机构 * University of Wisconsin–Madison(威斯康星大学麦迪逊分校) Yonsei University(延世大学) NAVER AI Lab(NAVER AI实验室)

Comments ICLR 2025 camera-ready; typo-fixed

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2505.21743 2025-05-29 cs.LG cs.AI

Simulating the Unseen: Crash Prediction Must Learn from What Did Not Happen

Zihao Li, Xinyuan Cao, Xiangbo Gao, Kexin Tian, Keshu Wu, Mohammad Anis, Hao Zhang, Keke Long, Jiwan Jiang, Xiaopeng Li, Yunlong Zhang, Tianbao Yang, Dominique Lord, Zhengzhong Tu, Yang Zhou

机构 * Texas A&M University(德克萨斯A&M大学) Georgia Tech(佐治亚理工学院) University of Wisconsin-Madison(威斯康星大学麦迪逊分校)

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2505.18302 2025-05-29 cs.CV cs.IT math.IT

Sampling Strategies for Efficient Training of Deep Learning Object Detection Algorithms

Gefei Shen, Yung-Hong Sun, Yu Hen Hu, Hongrui Jiang

机构 * University of Wisconsin - Madison(威斯康星大学麦迪逊分校)

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2504.18010 2025-05-28 cs.RO cs.AI cs.HC

Sky-Drive: A Distributed Multi-Agent Simulation Platform for Human-AI Collaborative and Socially-Aware Future Transportation

Zilin Huang, Zihao Sheng, Zhengyang Wan, Yansong Qu, Yuhao Luo, Boyue Wang, Pei Li, Yen-Jung Chen, Jiancong Chen, Keke Long, Jiayi Meng, Yue Leng, Sikai Chen

机构 * Department of Civil and Environmental Engineering, University of Wisconsin-Madison(土木与环境工程系,威斯康星大学麦迪逊分校) Lyles School of Civil and Construction Engineering, Purdue University(莱尔斯土木与建设工程学院,普渡大学) Elmore Family School of Electrical and Computer Engineering, Purdue University(埃尔摩家族电气与计算机工程学院,普渡大学) Department of Computer Science and Engineering, The University of Texas at Arlington(计算机科学与工程系,德克萨斯大学阿灵顿分校) Google(谷歌)

Comments 14 pages, 7 figures

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2505.20021 2025-05-27 cs.CV cs.AI

Decomposing Complex Visual Comprehension into Atomic Visual Skills for Vision Language Models

Hyunsik Chae, Seungwoo Yoon, Jaden Park, Chloe Yewon Chun, Yongin Cho, Mu Cai, Yong Jae Lee, Ernest K. Ryu

机构 * Seoul National University(首尔国立大学) UCLA(加州大学洛杉矶分校) University of Wisconsin–Madison(威斯康星大学麦迪逊分校) Google DeepMind(谷歌DeepMind)

Comments 69 pages, 16 figures

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2505.19333 2025-05-27 cs.AI

Evaluating Steering Techniques using Human Similarity Judgments

Zach Studdiford, Timothy T. Rogers, Siddharth Suresh, Kushin Mukherjee

机构 * University of Wisconsin–Madison(威斯康星大学麦迪逊分校) Stanford University(斯坦福大学)

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2505.17136 2025-05-26 cs.CL cs.AI

Foundation Models for Geospatial Reasoning: Assessing Capabilities of Large Language Models in Understanding Geometries and Topological Spatial Relations

Yuhan Ji, Song Gao, Ying Nie, Ivan Majić, Krzysztof Janowicz

机构 * GeoDS Lab, Department of Geography, University of Wisconsin-Madison, USA(威斯康星大学麦迪逊分校地理系GeoDS实验室) Department of Geography and Regional Research, University of Vienna, Austria(维也纳大学地理与区域研究系) Department of Geography, University of California-Santa Barbara, USA(加州大学圣塔芭芭拉分校地理系)

Comments 33 pages, 13 figures, IJGIS GeoFM Special Issue

Journal ref International Journal of Geographical Information Science, 2025 International Journal of Geographical Information Science International Journal of Geographical Information Science

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2409.17994 2025-05-21 cs.AI

CRoP: Context-wise Robust Static Human-Sensing Personalization

Sawinder Kaur, Avery Gump, Yi Xiao, Jingyu Xin, Harshit Sharma, Nina R Benway, Jonathan L Preston, Asif Salekin

机构 * Syracuse University(苏塞克斯大学) University of Wisconsin-Madison(威斯康星大学麦迪逊分校) Arizona State University(亚利桑那州立大学) University of Maryland-College Park(马里兰大学学院市分校)

Comments 34 pages, 6 figues and 15 tables

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2412.14872 2025-05-20 cs.CL

Theoretical Proof that Auto-regressive Language Models Collapse when Real-world Data is a Finite Set

Lecheng Wang, Xianjie Shi, Ge Li, Jia Li, Xuanming Zhang, Yihong Dong, Wenpin Jiao, Hong Mei

机构 * Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education(高可信软件技术重点实验室(北京大学)) School of Computer Science, Peking University(北京大学计算机学院) University of Wisconsin-Madison(威斯康星大学麦迪逊分校)

Comments 20 pages, 3 figures

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2504.21198 2025-05-20 cs.LG

Graph Synthetic Out-of-Distribution Exposure with Large Language Models

Haoyan Xu, Zhengtao Yao, Ziyi Wang, Zhan Cheng, Xiyang Hu, Mengyuan Li, Yue Zhao

机构 * University of Southern California(南加州大学) University of Maryland, College Park(马里兰大学学院 park 分校) University of Wisconsin, Madison(威斯康星大学麦迪逊分校) Arizona State University(亚利桑那州立大学)

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2409.18857 2025-05-20 cs.AI

Mitigating Selection Bias with Node Pruning and Auxiliary Options

Hyeong Kyu Choi, Weijie Xu, Chi Xue, Stephanie Eckman, Chandan K. Reddy

机构 * University of Wisconsin-Madison(威斯康星大学麦迪逊分校) Amazon(亚马逊公司)

Comments ACL 2025 Main

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2408.02866 2025-05-20 cs.LG cs.NA math.NA

Back-Projection Diffusion: Solving the Wideband Inverse Scattering Problem with Diffusion Models

Borong Zhang, Martín Guerra, Qin Li, Leonardo Zepeda-Núñez

机构 * Department of Mathematics University of Wisconsin-Madison(数学系 威斯康星大学麦迪逊分校) Google Research(谷歌研究)

Comments 14 pages, 8 figures; published in Computer Methods in Applied Mechanics and Engineering

Journal ref Computer Methods in Applied Mechanics and Engineering 443 (2025) 118036 Computer Methods in Applied Mechanics and Engineering 443 (2025) 118036

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2505.10718 2025-05-19 cs.CL cs.AI cs.HC

AI-enhanced semantic feature norms for 786 concepts

Siddharth Suresh, Kushin Mukherjee, Tyler Giallanza, Xizheng Yu, Mia Patil, Jonathan D. Cohen, Timothy T. Rogers

机构 * Dept. of Psychology, University of Wisconsin-Madison(威斯康星大学麦迪逊分校心理学系) Dept. of Computer Sciences, University of Wisconsin-Madison(威斯康星大学麦迪逊分校计算机科学系) Wisconsin Institute for Discovery(威斯康星发现研究所) Dept. of Psychology, Stanford University(斯坦福大学心理学系) Dept. of Psychology, Princeton University(普林斯顿大学心理学系) Dept. of Computer Science, Brown University(布朗大学计算机科学系) Princeton Neuroscience Institute(普林斯顿神经科学研究所)

Comments 8 pages, 5 figures

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2406.02069 2025-05-16 cs.CL cs.AI

PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling

Zefan Cai, Yichi Zhang, Bofei Gao, Yuliang Liu, Yucheng Li, Tianyu Liu, Keming Lu, Wayne Xiong, Yue Dong, Junjie Hu, Wen Xiao

机构 * University of Wisconsin - Madison(威斯康星大学麦迪逊分校) Peking University(北京大学) Nanjing University(南京大学) University of Surrey(Surrey 大学) Qwen(通义实验室) University of California - Riverside(加州大学河滨分校) Microsoft(微软公司)

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2505.08854 2025-05-15 cs.CV cs.AI cs.RO

Generative AI for Autonomous Driving: Frontiers and Opportunities

Yuping Wang, Shuo Xing, Cui Can, Renjie Li, Hongyuan Hua, Kexin Tian, Zhaobin Mo, Xiangbo Gao, Keshu Wu, Sulong Zhou, Hengxu You, Juntong Peng, Junge Zhang, Zehao Wang, Rui Song, Mingxuan Yan, Walter Zimmer, Xingcheng Zhou, Peiran Li, Zhaohan Lu, Chia-Ju Chen, Yue Huang, Ryan A. Rossi, Lichao Sun, Hongkai Yu, Zhiwen Fan, Frank Hao Yang, Yuhao Kang, Ross Greer, Chenxi Liu, Eun Hak Lee, Xuan Di, Xinyue Ye, Liu Ren, Alois Knoll, Xiaopeng Li, Shuiwang Ji, Masayoshi Tomizuka, Marco Pavone, Tianbao Yang, Jing Du, Ming-Hsuan Yang, Hua Wei, Ziran Wang, Yang Zhou, Jiachen Li, Zhengzhong Tu

机构 * Texas A&M University(德克萨斯农工大学) University of California, Riverside(加州大学河滨分校) University of Michigan(密歇根大学) Purdue University(普渡大学) Columbia University(哥伦比亚大学) University of Florida(佛罗里达大学) Technische Universität München(慕尼黑技术大学) University of Wisconsin-Madison(威斯康星大学麦迪逊分校) University of Texas at Austin(德克萨斯大学奥斯汀分校) University of Notre Dame(诺特丹大学) Adobe Research(Adobe研究) Lehigh University(莱斯利大学) Cleveland State University(克利夫兰州立大学) Johns Hopkins University(约翰霍普金斯大学) University of California, Merced(加州大学默塞德分校) University of Utah(犹他大学) Texas A&M Transportation Institute(德克萨斯农工大学交通研究所) Bosch Research North America(博世北美研究) Bosch Center for Artificial Intelligence (BCAI)(博世人工智能中心) University of California, Berkeley(加州大学伯克利分校) Stanford University(斯坦福大学) NVIDIA(英伟达) Arizona State University(亚利桑那州立大学)

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2412.20299 2025-05-14 cs.CL

No Preference Left Behind: Group Distributional Preference Optimization

Binwei Yao, Zefan Cai, Yun-Shiuan Chuang, Shanglin Yang, Ming Jiang, Diyi Yang, Junjie Hu

机构 * University of Wisconsin-Madison(威斯康星大学麦迪逊分校) Indiana University Indianapolis(印第安纳大学印第安纳波利斯分校) Stanford University(斯坦福大学)

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2505.06277 2025-05-13 eess.SP cs.AI cs.CV cs.NI

Terahertz Spatial Wireless Channel Modeling with Radio Radiance Field

John Song, Lihao Zhang, Feng Ye, Haijian Sun

机构 * School of Electrical and Computer Engineering, University of Georgia(电子与计算机工程学院,佐治亚大学) Department of Electrical and Computer Engineering, University of Wisconsin-Madison(电气与计算机工程学院,威斯康星大学麦迪逊分校)

Comments submitted to IEEE conferences

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2501.09798 2025-05-13 cs.CR cs.CL

Fun-tuning: Characterizing the Vulnerability of Proprietary LLMs to Optimization-based Prompt Injection Attacks via the Fine-Tuning Interface

Andrey Labunets, Nishit V. Pandya, Ashish Hooda, Xiaohan Fu, Earlence Fernandes

机构 * UC San Diego(加州大学圣地亚哥分校) University of Wisconsin Madison(威斯康星大学麦迪逊分校)

Journal ref Proceedings of the 2025 IEEE Symposium on Security and Privacy, IEEE Computer Society, 2025, pp. 374-392

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2409.15647 2025-05-13 cs.LG

Looped Transformers for Length Generalization

Ying Fan, Yilun Du, Kannan Ramchandran, Kangwook Lee

机构 * University of Wisconsin-Madison(威斯康星大学麦迪逊分校) Massachusetts Institute of Technology(麻省理工学院) UC Berkeley(加州大学伯克利分校)

Comments ICLR 2025

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2409.10297 2025-05-13 cs.CV cs.AI

On Synthetic Texture Datasets: Challenges, Creation, and Curation

Blaine Hoak, Patrick McDaniel

机构 * University of Wisconsin-Madison(威斯康星大学麦迪逊分校)

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2505.05452 2025-05-09 cs.LG math-ph math.MP

RL-DAUNCE: Reinforcement Learning-Driven Data Assimilation with Uncertainty-Aware Constrained Ensembles

Pouria Behnoudfar, Nan Chen

机构 * University of Wisconsin-Madison(威斯康星大学麦迪逊分校)

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2505.04946 2025-05-09 cs.CV cs.AI cs.CL cs.LG

T2VTextBench: A Human Evaluation Benchmark for Textual Control in Video Generation Models

Xuyang Guo, Jiayan Huo, Zhenmei Shi, Zhao Song, Jiahao Zhang, Jiale Zhao

机构 * Guilin University of Electronic Technology(桂林电子科技大学) University of Arizona(亚利桑那大学) University of Wisconsin-Madison(威斯康星大学麦迪逊分校) University of California, Berkeley(加州大学伯克利分校) Arizona State University(亚利桑那州立大学)

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2504.13777 2025-05-08 cs.HC cs.AI

Beyond Misinformation: A Conceptual Framework for Studying AI Hallucinations in (Science) Communication

Anqi Shao

机构 * Department of Life Sciences Communication University of Wisconsin–Madison(生命科学传播系 威斯康星大学麦迪逊分校)

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2401.11679 2025-05-08 physics.ao-ph cs.LG

Simulating Nighttime Visible Satellite Imagery of Tropical Cyclones Using Conditional Generative Adversarial Networks

Jinghuai Yao, Puyuan Du, Yucheng Zhao, Yubo Wang

机构 * Department of Astronomy, University of Wisconsin–Madison(天文学系,威斯康星大学麦迪逊分校) Department of Chemistry and Biochemistry, University of California, Los Angeles(化学与生物化学系,加州大学洛杉矶分校) School of Health Sciences, Guangzhou Xinhua University(健康科学学院,广州新华大学) Department of Atmospheric and Oceanic Sciences, University of Wisconsin–Madison(大气与海洋科学系,威斯康星大学麦迪逊分校)

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2311.10859 2025-05-07 quant-ph cs.GT cs.LG math.OC

A Quadratic Speedup in Finding Nash Equilibria of Quantum Zero-Sum Games

Francisca Vasconcelos, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Panayotis Mertikopoulos, Georgios Piliouras, Michael I. Jordan

机构 * UC Berkeley(加州大学伯克利分校) UC Berkeley, UW Madison(加州大学伯克利分校、威斯康星大学麦迪逊分校) Univ. Grenoble Alpes, CNRS, Inria, Grenoble INP, LIG(格勒诺布尔阿尔卑斯大学、法国国家科学研究中心、法国国家信息与自动化研究所、格勒诺布尔INP、实验室LIG) Google DeepMind(谷歌DeepMind) UC Berkeley, Inria Paris(加州大学伯克利分校、法国国家信息与自动化研究所巴黎)

Comments 53 pages, 7 figures, QTML 2023 (Long Talk), Quantum Journal 2025

Journal ref Quantum 9, 1737 (2025)

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