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New York University(纽约大学)

共收录 1617
2507.09871 2025-10-22 cs.LG cs.AI

Task Priors: Enhancing Model Evaluation by Considering the Entire Space of Downstream Tasks

Niket Patel, Randall Balestriero

机构 * Center for Data Science(数据科学中心) New York University(纽约大学) Department of Computer Science(计算机科学系) Brown University(布朗大学)

Comments NeurIPS UniReps Workshop 2025

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2506.12024 2025-10-22 cs.LG

FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization

Fangxin Liu, Zongwu Wang, JinHong Xia, Junping Zhao, Shouren Zhao, Jinjin Li, Jian Liu, Li Jiang, Haibing Guan

机构 * School of Computer Science, Shanghai Jiao Tong University(上海交通大学计算机科学学院) Shanghai Qi Zhi Institute(上海启智研究院) New York University Shanghai(纽约大学上海分校) Ant Group(蚂蚁集团) Beihang University(北航大学)

Comments 10 pages, 7 figures, 2 tables

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2410.04039 2025-10-22 cs.CR cs.AI

BlockScan: Detecting Anomalies in Blockchain Transactions

Jiahao Yu, Xian Wu, Hao Liu, Wenbo Guo, Xinyu Xing

机构 * UC Santa Barbara(加州大学圣芭芭拉分校) Meta AI New York University(纽约大学) sec3 Northwestern University(西北大学)

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2510.17526 2025-10-21 cs.LG

How Does Label Noise Gradient Descent Improve Generalization in the Low SNR Regime?

Wei Huang, Andi Han, Yujin Song, Yilan Chen, Denny Wu, Difan Zou, Taiji Suzuki

机构 * RIKEN AIP The Institute of Statistical Mathematics(统计数学研究所) The University of Sydney(悉尼大学) The University of Tokyo(东京大学) University of California San Diego(圣地亚哥大学) New York University(纽约大学) Flatiron Institute(Flatiron 机构) The University of Hong Kong(香港大学)

Comments 40 pages

Journal ref NeurIPS 2025

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2510.17034 2025-10-21 cs.CV

Where, Not What: Compelling Video LLMs to Learn Geometric Causality for 3D-Grounding

Yutong Zhong

机构 * New York University(纽约大学)

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2510.16292 2025-10-21 cs.LG

QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models

Yutong Wang, Haiyu Wang, Sai Qian Zhang

机构 * Tandon School of Engineering, New York University(纽约大学工程学院) Courant Institute of Mathematical Sciences, New York University(纽约大学数学科学学院)

Comments Accepted as Spotlight paper by NeurIPS 2025

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2510.16040 2025-10-21 cs.AR cs.AI

Kelle: Co-design KV Caching and eDRAM for Efficient LLM Serving in Edge Computing

Tianhua Xia, Sai Qian Zhang

机构 * Tandon School of Engineering(工程学院) New York University(纽约大学)

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2510.11387 2025-10-21 cs.CV

MaterialRefGS: Reflective Gaussian Splatting with Multi-view Consistent Material Inference

Wenyuan Zhang, Jimin Tang, Weiqi Zhang, Yi Fang, Yu-Shen Liu, Zhizhong Han

机构 * School of Software, Tsinghua University, Beijing, China(清华大学软件学院) Center for AI and Robotics (CAIR), NYU Abu Dhabi, UAE(纽约大学阿布扎比分校人工智能与机器人中心) Department of Computer Science, Wayne State University, Detroit, USA(韦恩州立大学计算机科学系)

Comments Accepted by NeurIPS 2025. Project Page: https://wen-yuan-zhang.github.io/MaterialRefGS

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2504.20322 2025-10-21 cs.CV cs.LG

Fine-Grained Classification: Connecting Metadata via Cross-Contrastive Pre-Training

Sumit Mamtani, Yash Thesia

机构 * New York University(纽约大学)

Comments 5 pages, 4 figures. Accepted at IEEE ISCMI 2025

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2202.04709 2025-10-21 cs.LG stat.ME

Transfer Q-learning

Elynn Chen, Sai Li, Michael I. Jordan

机构 * Stern School of Business, New York University, NY, USA(纽约大学斯特恩商学院) Department of Statistics, Renmin University, Beijing, China(中国人民大学统计学系) Department of EECS, University of California, Berkeley, CA, USA(加州大学伯克利分校电子工程与计算机科学系)

Journal ref The Electronic Journal of Statistics, 2025

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2510.15857 2025-10-20 cs.CV

BLIP3o-NEXT: Next Frontier of Native Image Generation

Jiuhai Chen, Le Xue, Zhiyang Xu, Xichen Pan, Shusheng Yang, Can Qin, An Yan, Honglu Zhou, Zeyuan Chen, Lifu Huang, Tianyi Zhou, Junnan Li, Silvio Savarese, Caiming Xiong, Ran Xu

机构 * Salesforce Research(Salesforce研究部) University of Maryland(马里兰大学) Virginia Tech(弗吉尼亚理工大学) New York University(纽约大学) UC Davis(加州大学戴维斯分校)

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2510.15804 2025-10-20 cs.CL

Emergence of Linear Truth Encodings in Language Models

Shauli Ravfogel, Gilad Yehudai, Tal Linzen, Joan Bruna, Alberto Bietti

机构 * New York University(纽约大学) Flatiron Institute(Flatiron研究所)

Comments Accepted in Neurips 2025

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2510.15601 2025-10-20 stat.ML cs.LG

Kernel-Based Evaluation of Conditional Biological Sequence Models

Pierre Glaser, Steffanie Paul, Alissa M. Hummer, Charlotte M. Deane, Debora S. Marks, Alan N. Amin

机构 * Systems Biology, Harvard Medical School, Boston, USA(系统生物学,哈佛医学院,美国波士顿) Harvard Medical School, Broad Institute, Boston, USA(哈佛医学院,Broad研究所,美国波士顿) Department of Statistics, University of Oxford, Oxford, UK(统计学系,牛津大学,英国牛津) Courant Institute, New York University, New York, USA(Courant研究所,纽约大学,美国纽约)

Comments 29 pages

Journal ref International Conference on Machine Learning (ICML) 2024

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2510.15232 2025-10-20 cs.LG cs.CL

FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain

Tiansheng Hu, Tongyan Hu, Liuyang Bai, Yilun Zhao, Arman Cohan, Chen Zhao

机构 * NYU Shanghai(纽约大学上海校区) National University of Singapore(新加坡国立大学) Yale University(耶鲁大学) Center for Data Science, New York University(纽约大学数据科学中心)

Comments EMNLP 2025 Main

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2510.15222 2025-10-20 cs.LG math.ST stat.TH

Stress-Aware Learning under KL Drift via Trust-Decayed Mirror Descent

Gabriel Nixon Raj

机构 * New York University(纽约大学)

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2502.05765 2025-10-20 cs.LG cs.CR cs.CY

Privacy-Preserving Dataset Combination

Keren Fuentes, Mimee Xu, Irene Chen

机构 * New York University(纽约大学) University of California, Berkeley(加州大学伯克利分校) University of California, San Francisco(加州大学旧金山分校)

Comments 15 pages, 9 figures, AAAI-AIES 25'

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2510.14844 2025-10-17 cs.LG cs.CR cs.NE stat.ML

Provable Unlearning with Gradient Ascent on Two-Layer ReLU Neural Networks

Odelia Melamed, Gilad Yehudai, Gal Vardi

机构 * Weizmann Institute of Science(魏茨曼科学研究所) Center for Data Science(数据科学中心) New York University(纽约大学)

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2501.18962 2025-10-17 cs.LG

Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Bootstrapping

Pu Yang, Yunzhen Feng, Ziyuan Chen, Yuhang Wu, Zhuoyuan Li

机构 * Peking University(北京大学) New York University(纽约大学) UC Berkeley(加州大学伯克利分校) National University of Singapore(新加坡国立大学)

Comments NeurIPS 2025 (spotlight)

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2510.12981 2025-10-16 cs.LG

Reference-Specific Unlearning Metrics Can Hide the Truth: A Reality Check

Sungjun Cho, Dasol Hwang, Frederic Sala, Sangheum Hwang, Kyunghyun Cho, Sungmin Cha

机构 * University of Wisconsin-Madison(威斯康星大学麦迪逊分校) LG AI Research(LG人工智能研究) Seoul National University of Science and Technology(首尔科学技术大学) New York University(纽约大学) Genentech(基因泰克)

Comments 20 pages, 11 figures

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2510.12803 2025-10-16 cs.SE cs.AI cs.CL cs.PL

AutoCode: LLMs as Problem Setters for Competitive Programming

Shang Zhou, Zihan Zheng, Kaiyuan Liu, Zeyu Shen, Zerui Cheng, Zexing Chen, Hansen He, Jianzhu Yao, Huanzhi Mao, Qiuyang Mang, Tianfu Fu, Beichen Li, Dongruixuan Li, Wenhao Chai, Zhuang Liu, Aleksandra Korolova, Peter Henderson, Natasha Jaques, Pramod Viswanath, Saining Xie, Jingbo Shang

机构 * University of California San Diego(加州大学圣地亚哥分校) New York University(纽约大学) University of Washington(华盛顿大学) Princeton University(普林斯顿大学) University of California Berkeley(加州大学伯克利分校) OpenAI Massachusetts Institute of Technology(麻省理工学院) University of Waterloo(滑铁卢大学) Sentient Labs

Comments Project page: https://livecodebenchpro.com/projects/autocode/overview

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2506.01912 2025-10-16 cs.CV

Unconditional CNN denoisers contain sparse semantic representation of images

Zahra Kadkhodaie, Stéphane Mallat, Eero Simoncelli

机构 * New York University(纽约大学) Flatiron Institute(Flatiron研究所) Collège de France(法兰西学院)

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2510.12072 2025-10-15 cs.AI cs.RO

EmboMatrix: A Scalable Training-Ground for Embodied Decision-Making

Zixing Lei, Sheng Yin, Yichen Xiong, Yuanzhuo Ding, Wenhao Huang, Yuxi Wei, Qingyao Xu, Yiming Li, Weixin Li, Yunhong Wang, Siheng Chen

机构 * Shanghai Jiao Tong University(上海交通大学) Zhongguancun Academy(中关村学院) New York University(纽约大学)

Comments 10 pages 8 figures

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2510.12061 2025-10-15 cs.AI

Empowering LLM Agents with Geospatial Awareness: Toward Grounded Reasoning for Wildfire Response

Yiheng Chen, Lingyao Li, Zihui Ma, Qikai Hu, Yilun Zhu, Min Deng, Runlong Yu

机构 * University of Alabama(阿拉巴马大学) University of South Florida(佛罗里达州立大学) New York University(纽约大学) University of Michigan(密歇根大学) Texas Tech University(得克萨斯科技大学)

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2510.11690 2025-10-14 cs.CV cs.LG

Diffusion Transformers with Representation Autoencoders

Boyang Zheng, Nanye Ma, Shengbang Tong, Saining Xie

机构 * New York University(纽约大学)

Comments Technical Report; Project Page: https://rae-dit.github.io/

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2510.10503 2025-10-14 cs.LG cs.AI cs.RO

Align2Act: Instruction-Tuned Models for Human-Aligned Autonomous Driving

Kanishkha Jaisankar, Sunidhi Tandel

机构 * New York University(纽约大学)

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2312.02796 2025-10-14 cond-mat.mtrl-sci cond-mat.str-el cs.LG physics.data-an

Materials Expert-Artificial Intelligence for Materials Discovery

Yanjun Liu, Milena Jovanovic, Krishnanand Mallayya, Wesley J. Maddox, Andrew Gordon Wilson, Sebastian Klemenz, Leslie M. Schoop, Eun-Ah Kim

机构 * Department of Physics, Cornell University, Ithaca, NY 14853, USA Department of Chemistry, Princeton University, Princeton, New Jersey 08544, United States Department of Chemistry, North Carolina State University, Raleigh, NC, USA New York University, New York, NY 10011, USA Fraunhofer Research Institution for Materials Recycling Department of Physics, Ewha Womans University, Seoul, South Korea

Comments 8 pages main text, 4 figs, 8 pages Supplementary material

Journal ref Communications Materials 6, 212 (2025)

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2510.10047 2025-10-14 cs.AI

SwarmSys: Decentralized Swarm-Inspired Agents for Scalable and Adaptive Reasoning

Ruohao Li, Hongjun Liu, Leyi Zhao, Zisu Li, Jiawei Li, Jiajun Jiang, Linning Xu, Chen Zhao, Mingming Fan, Chen Liang

机构 * The Hong Kong University of Science and Technology (Guangzhou)(香港科学与技术大学(广州)) New York University(纽约大学) The Hong Kong University of Science and Technology(香港科学与技术大学) NYU Shanghai(纽约大学上海分校) Indiana University(印第安纳大学) The Chinese University of Hong Kong(香港中文大学)

Comments 14 pages, 7 figures

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2510.09827 2025-10-14 cs.LG stat.ML

An Exploration of Non-Euclidean Gradient Descent: Muon and its Many Variants

Michael Crawshaw, Chirag Modi, Mingrui Liu, Robert M. Gower

机构 * Department of Computer Science, George Mason University(乔治·马歇尔大学计算机科学系) Center for Cosmology and Particle Physics, New York University(纽约大学宇宙与粒子物理中心) Center for Computational Mathematics, Flatiron Institute(Flatiron研究所计算数学中心)

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2510.08696 2025-10-13 cs.LG

Don't Waste Mistakes: Leveraging Negative RL-Groups via Confidence Reweighting

Yunzhen Feng, Parag Jain, Anthony Hartshorn, Yaqi Duan, Julia Kempe

机构 * Meta Superintelligence Labs(Meta超智能实验室) New York University(纽约大学)

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2510.08605 2025-10-13 cs.CL cs.AI cs.CR cs.LG

Toward a Safer Web: Multilingual Multi-Agent LLMs for Mitigating Adversarial Misinformation Attacks

Nouar Aldahoul, Yasir Zaki

机构 * New York University Abu Dhabi(纽约大学阿布扎比分校)

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