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New York University(纽约大学)

共收录 1617
2408.03573 2025-06-12 cs.SE cs.AI cs.CL

AcTracer: Active Testing of Large Language Model via Multi-Stage Sampling

Yuheng Huang, Jiayang Song, Qiang Hu, Felix Juefei-Xu, Lei Ma

机构 * The University of Tokyo(东京大学) University of Alberta(阿尔伯塔大学) Tianjin University(天津大学) New York University(纽约大学) The University of Tokyo, Japan(东京大学)

Comments To appear in ACM Transactions on Software Engineering and Methodology (2025)

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2503.17739 2025-06-11 cs.CL

Enhancing Arabic Automated Essay Scoring with Synthetic Data and Error Injection

Chatrine Qwaider, Bashar Alhafni, Kirill Chirkunov, Nizar Habash, Ted Briscoe

机构 * MBZUAI New York University Abu Dhabi(纽约大学阿布扎克分校)

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2310.10315 2025-06-11 quant-ph cs.LG

A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead

Kamila Zaman, Alberto Marchisio, Muhammad Abdullah Hanif, Muhammad Shafique

机构 * eBrain Lab, Division of Engineering, New York University Abu Dhabi(eBrain实验室,工程系,纽约大学阿布扎克分校) Center for Quantum and Topological Systems (CQTS), NYUAD Research Institute, New York University Abu Dhabi(量子与拓扑系统中心(CQTS),NYUAD研究机构,纽约大学阿布扎克分校)

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2506.07350 2025-06-10 cs.RO cs.CV

MapBERT: Bitwise Masked Modeling for Real-Time Semantic Mapping Generation

Yijie Deng, Shuaihang Yuan, Congcong Wen, Hao Huang, Anthony Tzes, Geeta Chandra Raju Bethala, Yi Fang

机构 * NYUAD Center for Artificial Intelligence and Robotics (CAIR)(纽约大学阿布扎克人工智能与机器人中心) New York University Abu Dhabi(纽约大学阿布扎克分校) New York University(纽约大学) Embodied AI and Robotics (AIR) Lab(具身人工智能与机器人实验室) School of Software, Tsinghua University(清华大学软件学院)

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2506.07338 2025-06-10 cs.CV cs.RO

Hierarchical Scoring with 3D Gaussian Splatting for Instance Image-Goal Navigation

Yijie Deng, Shuaihang Yuan, Geeta Chandra Raju Bethala, Anthony Tzes, Yu-Shen Liu, Yi Fang

机构 * NYUAD Center for Artificial Intelligence and Robotics (CAIR)(纽约大学阿布扎比分校人工智能与机器人中心) New York University Abu Dhabi(纽约大学阿布扎比分校) New York University(纽约大学) Embodied AI and Robotics (AIR) Lab(具身人工智能与机器人实验室) School of Software, Tsinghua University(清华大学软件学院)

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2501.04259 2025-06-10 cs.LG cs.NA math.NA

Stable Derivative Free Gaussian Mixture Variational Inference for Bayesian Inverse Problems

Baojun Che, Yifan Chen, Zhenghao Huan, Daniel Zhengyu Huang, Weijie Wang

机构 * School of Mathematical Sciences, Nankai University, Tianjin, China(南开大学数学科学学院) Courant Institute, New York University, NY(纽约大学Courant研究所) School of Mathematical Sciences, Peking University, Beijing, China(北京大学数学科学学院) Beijing International Center for Mathematical Research, Center for Machine Learning Research, Peking University, Beijing, China(北京大学北京国际数学研究中心、机器学习研究中心)

Comments 32 pages, 11 figures

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2410.08850 2025-06-10 math.OC cs.LG

Learning to Stop: Deep Learning for Mean Field Optimal Stopping

Lorenzo Magnino, Yuchen Zhu, Mathieu Laurière

机构 * Shanghai Frontiers Science Center of Artificial Intelligence(上海人工智能前沿科学中心) NYU-ECNU Institute of Mathematical Sciences(纽约大学-复旦大学数学科学研究院) Georgia Institute of Technology(佐治亚理工学院)

Comments Accepted to ICML 2025

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2402.13184 2025-06-10 cs.CL

What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents

Zhaoqian Xue, Beichen Wang, Suiyuan Zhu, Kai Mei, Hua Tang, Wenyue Hua, Mengnan Du, Yongfeng Zhang

机构 * Georgetown University(乔治城大学) Rutgers University(罗格斯大学) New York University(纽约大学) New Jersey Institute of Technology(新泽西理工学院)

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2506.06524 2025-06-10 cs.AI cs.HC

ScriptDoctor: Automatic Generation of PuzzleScript Games via Large Language Models and Tree Search

Sam Earle, Ahmed Khalifa, Muhammad Umair Nasir, Zehua Jiang, Graham Todd, Andrzej Banburski-Fahey, Julian Togelius

机构 * New York University(纽约大学) University of Malta(马耳他大学) University of the Witwatersrand(沃土大学) Microsoft(微软)

Comments 5 pages, 3 figures, 3 tables, submitted to IEEE Conference on Games as a Short Paper

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2506.06355 2025-06-10 cs.CY cs.CE cs.CL cs.CV

LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment

Lingyao Li, Dawei Li, Zhenhui Ou, Xiaoran Xu, Jingxiao Liu, Zihui Ma, Runlong Yu, Min Deng

机构 * University of South Florida(佛罗里达州立大学) Arizona State University(亚利桑那州立大学) Massachusetts Institute of Technology(麻省理工学院) New York University(纽约大学) University of Alabama(阿拉巴马大学) Texas Tech University(德克萨斯科技大学)

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2408.11878 2025-06-10 cs.CL cs.CE q-fin.CP

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Jimin Huang, Mengxi Xiao, Dong Li, Zihao Jiang, Yuzhe Yang, Yifei Zhang, Lingfei Qian, Yan Wang, Xueqing Peng, Yang Ren, Ruoyu Xiang, Zhengyu Chen, Xiao Zhang, Yueru He, Weiguang Han, Shunian Chen, Lihang Shen, Daniel Kim, Yangyang Yu, Yupeng Cao, Zhiyang Deng, Haohang Li, Duanyu Feng, Yongfu Dai, VijayaSai Somasundaram, Peng Lu, Guojun Xiong, Zhiwei Liu, Zheheng Luo, Zhiyuan Yao, Ruey-Ling Weng, Meikang Qiu, Kaleb E Smith, Honghai Yu, Yanzhao Lai, Min Peng, Jian-Yun Nie, Jordan W. Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Qianqian Xie, Sophia Ananiadou, Junichi Tsujii

机构 * The Fin AI(Fin AI) Wuhan University(武汉大学) Columbia University(哥伦比亚大学) The Chinese University of Hong Kong, Shenzhen(香港中文大学(深圳)) Nanjing University(南京大学) Rensselaer Polytechnic Institute(罗格斯理工学院) The University of Manchester(曼彻斯特大学) Stevens Institute of Technology(史泰斯理工学院) National University of Singapore(新加坡国立大学) University of Florida(佛罗里达大学) University of Montreal(蒙特利尔大学) Yale University(耶鲁大学) New York University(纽约大学) Harvard University(哈佛大学) NVIDIA(英伟达) Artificial Intelligence Research Centre(人工智能研究中心) Archimedes/Athena Research Centre(Archimedes/Athena研究中心)

Comments 33 pages, 13 figures

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2502.10215 2025-06-09 cs.AI cs.LG

Do Large Language Models Reason Causally Like Us? Even Better?

Hanna M. Dettki, Brenden M. Lake, Charley M. Wu, Bob Rehder

机构 * New York University(纽约大学) University of Tübingen(图宾根大学)

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2501.06527 2025-06-09 cs.AI cs.HC

Scaffolding Creativity: Integrating Generative AI Tools and Real-world Experiences in Business Education

Nicole C. Wang

机构 * New York University Shanghai(纽约大学上海)

Comments 9 pages, 3 figures. Accepted to CHI EA '25. This version reflects the final accepted version with revisions

Journal ref In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '25), April 26-May 01, 2025, Yokohama, Japan. ACM, New York, NY, USA, 9 pages

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2506.05700 2025-06-09 cs.CL cs.AI

RKEFino1: A Regulation Knowledge-Enhanced Large Language Model

Yan Wang, Yueru He, Ruoyu Xiang, Jeff Zhao

机构 * Yale University(耶鲁大学) Columbia University(哥伦比亚大学) New York University(纽约大学) The University of Texas at Austin(德克萨斯大学奥斯汀分校)

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2506.05582 2025-06-09 cs.CL cs.AI cs.SI

Combating Misinformation in the Arab World: Challenges & Opportunities

Azza Abouzied, Firoj Alam, Raian Ali, Paolo Papotti

机构 * New York University Abu Dhabi(纽约大学阿布扎赫尔分校) Qatar Computing Research Institute(卡塔尔计算研究所) College of Science and Engineering, Hamad Bin Khalifa University(哈马德·本·卡西姆大学科学与工程学院) EURECOM Biot France(EURECOM法国生物研究中心)

Comments disinformation, misinformation, factuality, harmfulness, fake news

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2506.05500 2025-06-09 cs.LG stat.ML

The Generative Leap: Sharp Sample Complexity for Efficiently Learning Gaussian Multi-Index Models

Alex Damian, Jason D. Lee, Joan Bruna

机构 * PACM, Princeton University(普林斯顿大学) Electrical and Computer Engineering Department, Princeton University(普林斯顿大学电子与计算机工程系) Courant Institute of Mathematical Sciences, New York University Center for Data Science, New York University(纽约大学应用数学科学学院,纽约大学数据科学中心)

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2506.05108 2025-06-06 cs.CV

DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models

Revant Teotia, Candace Ross, Karen Ullrich, Sumit Chopra, Adriana Romero-Soriano, Melissa Hall, Matthew J. Muckley

机构 * FAIR at Meta - New York and Montreal labs(Meta 新 York 和 Montreal 实验室) Courant Institute for Mathematical Sciences, NYU(纽约大学应用数学科学研究所) Mila - Quebec AI Institute(魁北克人工智能研究所) McGill University(麦吉尔大学) Canada CIFAR AI chair(加拿大 CIFAR 人工智能主席)

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2506.04583 2025-06-06 cs.CL cs.AI

SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing

Hongjun Liu, Yilun Zhao, Arman Cohan, Chen Zhao

机构 * New York University(纽约大学) NYU Shanghai(纽约大学上海校区) Yale University(耶鲁大学) Allen Institute for AI(人工智能 Allen 机构)

Comments 16 pages, 10 figures, 7 tables

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2506.04377 2025-06-06 cs.LG

Replay Can Provably Increase Forgetting

Yasaman Mahdaviyeh, James Lucas, Mengye Ren, Andreas S. Tolias, Richard Zemel, Toniann Pitassi

机构 * Columbia University(哥伦比亚大学) NVIDIA(NVIDIA公司) New York University(纽约大学) Stanford University(斯坦福大学)

Comments To appear in the Proceedings of the Conference on Lifelong Learning Agents (CoLLAs) 2025

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2506.04376 2025-06-06 cs.SD cs.AI eess.AS

Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification

Emiliano Acevedo, Martín Rocamora, Magdalena Fuentes

机构 * Universidad de la República(乌拉圭共和国大学) Universitat Pompeu Fabra(庞培法布拉大学) New York University(纽约大学)

Comments Accepted at INTERSPEECH 2025

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2410.12656 2025-06-06 cs.CL cs.AI

Evaluating Morphological Compositional Generalization in Large Language Models

Mete Ismayilzada, Defne Circi, Jonne Sälevä, Hale Sirin, Abdullatif Köksal, Bhuwan Dhingra, Antoine Bosselut, Duygu Ataman, Lonneke van der Plas

机构 * EPFL(瑞士联邦理工学院) Idiap Research Institute(Idiap研究机构) Duke University(杜克大学) Brandeis University(布兰迪斯大学) LMU Munich(慕尼黑大学) University of Cambridge(剑桥大学) Johns Hopkins University(约翰霍普金斯大学) Università della Svizzera Italiana(瑞士意大利大学) New York University(纽约大学)

Comments Accepted to NAACL 2025

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2409.16165 2025-06-06 cs.AI

EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities

Talor Abramovich, Meet Udeshi, Minghao Shao, Kilian Lieret, Haoran Xi, Kimberly Milner, Sofija Jancheska, John Yang, Carlos E. Jimenez, Farshad Khorrami, Prashanth Krishnamurthy, Brendan Dolan-Gavitt, Muhammad Shafique, Karthik Narasimhan, Ramesh Karri, Ofir Press

机构 * Tel Aviv University(特拉维夫大学) NYU Tandon School of Engineering(纽约大学工程学院) New York University Abu Dhabi(纽约大学阿布扎克分校) Princeton Language and Intelligence(普林斯顿语言与智能) Stanford University(斯坦福大学)

Comments ICML 2025; Project website https://enigma-agent.com

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2409.11962 2025-06-06 cs.RO

Reactive Collision Avoidance for Safe Agile Navigation

Alessandro Saviolo, Niko Picello, Jeffrey Mao, Rishabh Verma, Giuseppe Loianno

机构 * New York University(纽约大学)

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2506.03360 2025-06-05 cs.CL cs.CY cs.SI

A Multimodal, Multilingual, and Multidimensional Pipeline for Fine-grained Crowdsourcing Earthquake Damage Evaluation

Zihui Ma, Lingyao Li, Juan Li, Wenyue Hua, Jingxiao Liu, Qingyuan Feng, Yuki Miura

机构 * New York University(纽约大学) University of South Florida(佛罗里达州立大学) Google LLC(谷歌公司) University of California, Santa Barbara(加州大学圣巴巴拉分校) Massachusetts Institute of Technology(麻省理工学院)

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2506.03182 2025-06-05 cs.CV cs.LG

TerraIncognita: A Dynamic Benchmark for Species Discovery Using Frontier Models

Shivani Chiranjeevi, Hossein Zaremehrjerdi, Zi K. Deng, Talukder Z. Jubery, Ari Grele, Arti Singh, Asheesh K Singh, Soumik Sarkar, Nirav Merchant, Harold F. Greeney, Baskar Ganapathysubramanian, Chinmay Hegde

机构 * Iowa State University(爱荷华州立大学) University of Arizona(亚利桑那大学) University of Nevada(内华达大学) Yanayacu Biological Station and Center for Creative Studies(亚纳亚库生物站和创意研究中心) New York University(纽约大学)

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2412.07169 2025-06-05 cs.LG cs.CV stat.ML

Rate-In: Information-Driven Adaptive Dropout Rates for Improved Inference-Time Uncertainty Estimation

Tal Zeevi, Ravid Shwartz-Ziv, Yann LeCun, Lawrence H. Staib, John A. Onofrey

机构 * Yale University(耶鲁大学) New York University(纽约大学) Meta FAIR

Comments Accepted to the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025. Code available at: https://github.com/code-supplement-25/rate-in

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2310.12049 2025-06-05 cs.CL cs.CY

Concept-Guided Chain-of-Thought Prompting for Pairwise Comparison Scoring of Texts with Large Language Models

Patrick Y. Wu, Jonathan Nagler, Joshua A. Tucker, Solomon Messing

机构 * American University(美国大学) New York University(纽约大学) Center for Social Media and Politics(社交媒体与政治中心)

Comments 10 pages, 2 figures. Appears in 2024 IEEE International Conference on Big Data (BigData). Please cite the published version: 10.1109/BigData62323.2024.10825235

Journal ref 2024 IEEE International Conference on Big Data (BigData), Washington, DC, USA, 2024, pp. 7232-7241

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2306.02157 2025-06-05 cs.LG

Automated Architecture Synthesis for Arbitrarily Structured Neural Networks

Xinshun Liu, Yizhi Fang, Yichao Jiang

机构 * New York University(纽约大学) Shenzhen University of Technology(深圳技术大学)

Comments arXiv admin note: text overlap with arXiv:2008.08261 by other authors

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2506.02665 2025-06-04 cs.LG

Beyond Invisibility: Learning Robust Visible Watermarks for Stronger Copyright Protection

Tianci Liu, Tong Yang, Quan Zhang, Qi Lei

机构 * Purdue University(普渡大学) Carnegie Mellon University(卡内基梅隆大学) Michigan State University(密歇根州立大学) New York University(纽约大学)

Comments UAI 2025

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2501.18913 2025-06-04 cs.CV

Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior

Tongda Xu, Xiyan Cai, Xinjie Zhang, Xingtong Ge, Dailan He, Ming Sun, Jingjing Liu, Ya-Qin Zhang, Jian Li, Yan Wang

机构 * Institute for AI Industry Research, Tsinghua University(清华大学人工智能产业研究院) Department of Computer Science and Technology, Tsinghua University(清华大学计算机科学与技术系) New York University(纽约大学) Hong Kong University of Science and Technology(香港科学与技术大学) SenseTime Research(商汤科技研究院) The Chinese University of Hong Kong(香港中文大学) Kuaishou Technology(快手科技) Institute for Interdisciplinary Information Sciences, Tsinghua University(清华大学交叉信息研究院)

Comments ICLR 2025

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