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Northeastern University(东北大学)

共收录 1245
2501.02648 2025-06-27 cs.LG cs.AI

Representation Learning of Lab Values via Masked AutoEncoders

David Restrepo, Chenwei Wu, Yueran Jia, Jaden K. Sun, Jack Gallifant, Catherine G. Bielick, Yugang Jia, Leo A. Celi

机构 * Massachusetts Institute of Technology (MIT)(麻省理工学院) Université Paris-Saclay(巴黎-萨克雷大学) University of Michigan(密歇根大学) Northeastern University(东北大学) Harvard Medical School(哈佛医学院) Brigham and Women’s Hospital/Dana-Farber Cancer Institute(哈佛医学院-布里特医院/达纳-法伯癌症研究所) Beth Israel Deaconess Medical Center(贝斯以色列医疗中心)

Comments 14 pages of main text, 11 appendix

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2502.15680 2025-06-27 cs.CL cs.CR

Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training

Jaydeep Borkar, Matthew Jagielski, Katherine Lee, Niloofar Mireshghallah, David A. Smith, Christopher A. Choquette-Choo

机构 * Northeastern University(东北大学) Google DeepMind(谷歌DeepMind) University of Washington(华盛顿大学)

Comments Accepted at the Findings of the Association for Computational Linguistics (2025)

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2406.15677 2025-06-27 cs.RO

Learning Efficient and Robust Language-conditioned Manipulation using Textual-Visual Relevancy and Equivariant Language Mapping

Mingxi Jia, Haojie Huang, Zhewen Zhang, Chenghao Wang, Linfeng Zhao, Dian Wang, Jason Xinyu Liu, Robin Walters, Robert Platt, Stefanie Tellex

机构 * Brown University(布朗大学) Northeastern University(东北大学)

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2506.19714 2025-06-25 quant-ph cs.LG stat.ML

Conservative quantum offline model-based optimization

Kristian Sotirov, Annie E. Paine, Savvas Varsamopoulos, Antonio A. Gentile, Osvaldo Simeone

机构 * Department of Engineering, King’s College London(工程系,伦敦国王学院) Pasqal SAS Institute for Intelligent Networked Systems (INSI), Northeastern University London(智能网络化系统研究所(INSI),伦敦东北大学)

Comments 5 pages, 5 figures, initial version

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2506.18797 2025-06-24 cs.LG

A Multi-view Divergence-Convergence Feature Augmentation Framework for Drug-related Microbes Prediction

Xin An, Ruijie Li, Qiao Ning, Shikai Guo, Hui Li, Qian Ma

机构 * Department of Information Science and Technology, Dalian Maritime University(大连海事大学信息科学与技术学院) School of Artificial Intelligence and Computer Science, Jiangnan University(江南大学人工智能与计算机科学学院) DUT Artificial Intelligence Institute(大连大学人工智能研究院) School of Computer Science and Engineering, Northeastern University(东北大学计算机科学与工程学院) Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University(教育部符号计算与知识工程重点实验室,吉林大学) Dalian Key Laboratory of Artificial Intelligence(大连人工智能重点实验室)

Comments 10 pages, 8 figures (including subfigures), 1 table. Xin An and Ruijie Li contributed equally to this work and should be considered co-first authors

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2506.18256 2025-06-24 cs.RO

Robot Tactile Gesture Recognition Based on Full-body Modular E-skin

Shuo Jiang, Boce Hu, Linfeng Zhao, Lawson L. S. Wong

机构 * Northeastern University(东北大学)

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2506.18145 2025-06-24 cs.LG cs.AI

Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection

Zheng Zhan, Liliang Ren, Shuohang Wang, Liyuan Liu, Yang Liu, Yeyun Gong, Yanzhi Wang, Yelong Shen

机构 * Microsoft(微软公司) Northeastern University(东北大学)

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2506.17767 2025-06-24 cs.CR cs.DC cs.LG eess.SP

A Locally Differential Private Coding-Assisted Succinct Histogram Protocol

Hsuan-Po Liu, Hessam Mahdavifar

机构 * Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI 48109, USA(电气工程与计算机科学系,密歇根大学,安阿伯,MI 48109, USA) Department of Electrical and Computer Engineering, Northeastern University, Boston, MA 02115, USA(电气与计算机工程系,东北大学,波士顿,MA 02115, USA)

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2506.17692 2025-06-24 cs.CL

Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering

Binquan Ji, Haibo Luo, Yifei Lu, Lei Hei, Jiaqi Wang, Tingjing Liao, Lingyu Wang, Shichao Wang, Feiliang Ren

机构 * School of Computer Science and Engineering, Northeastern University(计算机科学与工程学院,东北大学)

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2410.20691 2025-06-24 cs.NI cs.LG eess.SP

Wireless-Friendly Window Position Optimization for RIS-Aided Outdoor-to-Indoor Networks based on Multi-Modal Large Language Model

Jinbo Hou, Kehai Qiu, Zitian Zhang, Yong Yu, Kezhi Wang, Stefano Capolongo, Jiliang Zhang, Zeyang Li, Jie Zhang

机构 * Department of Electronic and Electrical Engineering, the University of Sheffield(电子与电气工程系,谢菲尔德大学) Department of Computer Science and Technology, University of Cambridge(计算机科学与技术系,剑桥大学) Brunel University London(伦敦布鲁内尔大学) School of Information and Electronic Engineering, Zhejiang Gongshang University(信息与电子工程学院,浙江工商大学) Design & Health Lab, Department of Architecture, Built Environment and Construction Engineering, Politecnico di Milano(设计与健康实验室,建筑、环境与土木工程系,米兰理工学院) Department of Computer Science, Brunel University London(计算机科学系,伦敦布鲁内尔大学) The State Key Laboratory of Synthetical Automation for Process Industries and The College of Information Science and Engineering, Northeastern University(过程工业综合自动化国家重点实验室和信息科学与工程学院,东北大学) Centre for Wireless Innovation, Queen’s University of Belfast(无线创新中心,贝尔法斯特女王大学)

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2506.16460 2025-06-23 cs.LG cs.CR

Black-Box Privacy Attacks on Shared Representations in Multitask Learning

John Abascal, Nicolás Berrios, Alina Oprea, Jonathan Ullman, Adam Smith, Matthew Jagielski

机构 * Khoury College of Computer Sciences, Northeastern University(克劳利计算机科学学院,东北大学) Department of Computer Science, Boston University(计算机科学系,波士顿大学) Google DeepMind, Advisor Only(谷歌DeepMind,顾问)

Comments 30 pages, 8 figures

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2404.10295 2025-06-23 cs.RO

ControlMTR: Control-Guided Motion Transformer with Scene-Compliant Intention Points for Feasible Motion Prediction

Jiawei Sun, Chengran Yuan, Shuo Sun, Shanze Wang, Yuhang Han, Shuailei Ma, Zefan Huang, Anthony Wong, Keng Peng Tee, Marcelo H. Ang

机构 * Department of Mechanical Engineering, National University of Singapore(新加坡国立大学机械工程系) College of Information Science and Engineering, Northeastern University(东北大学信息科学与工程学院) Moovita Pte Ltd(Moovita公司)

Journal ref 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)

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2506.15757 2025-06-23 cs.CV

Weakly-supervised VLM-guided Partial Contrastive Learning for Visual Language Navigation

Ruoyu Wang, Tong Yu, Junda Wu, Yao Liu, Julian McAuley, Lina Yao

机构 * University of New South Wales(新南威尔士大学) Adobe Research(Adobe研究) University of California San Diego(加州大学圣地亚哥分校) Northeastern University(东北大学) CSIRO’s Data61 and University of New South Wales(CSIRO Data61和新南威尔士大学)

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2505.19797 2025-06-19 cs.CL

The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants

Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Daling Wang, Zhen Wang, Xinrun Wang, Jia Xu, Lei Bai, Wanli Ouyang, Shuyue Hu

机构 * Northeastern University(东北大学) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室) Northwestern Polytechnical University(西北工业大学) Beijing Institute of Technology(北京理工大学) The University of Tokyo(东京大学) Singapore Management University(新加坡管理学院)

Comments 9 pages, 4 figures, 6 tables, supplementary material (appendix) included separately

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2506.14797 2025-06-19 cs.LG cs.AI

Bound by semanticity: universal laws governing the generalization-identification tradeoff

Marco Nurisso, Jesseba Fernando, Raj Deshpande, Alan Perotti, Raja Marjieh, Steven M. Frankland, Richard L. Lewis, Taylor W. Webb, Declan Campbell, Francesco Vaccarino, Jonathan D. Cohen, Giovanni Petri

机构 * Dipartimento di Scienze Matematiche, Politecnico di Torino(都灵理工大学数学科学系) CENTAI Institute(CENTAI研究院) Network Science Institute, Northeastern University(东北大学网络科学研究所) Institute for Experiential AI, Northeastern University(东北大学体验人工智能研究所) NP Lab, Network Science Institute, Northeastern University London(东北大学伦敦网络科学研究所NP实验室) Department of Psychology, Princeton University(普林斯顿大学心理学系) Program in Cognitive Science, Dartmouth College(达特茅斯学院认知科学项目) Department of Psychology, University of Michigan(密歇根大学心理学系) Microsoft Research(微软研究院) Princeton Neuroscience Institute(普林斯顿神经科学研究所) Department of Physics, Northeastern University(东北大学物理系)

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2506.14582 2025-06-18 cs.CR cs.CV cs.LG

Busting the Paper Ballot: Voting Meets Adversarial Machine Learning

Kaleel Mahmood, Caleb Manicke, Ethan Rathbun, Aayushi Verma, Sohaib Ahmad, Nicholas Stamatakis, Laurent Michel, Benjamin Fuller

机构 * University of Rhode Island(罗德岛大学) University of Connecticut(康涅狄格大学) Northeastern University(东北大学) Stony Brook University(石溪大学) University of Connecticut Voting Technology Center(康涅狄格大学选举技术中心) Synchrony Chair in Cybersecurity University of Connecticut(康涅狄格大学网络安全荣誉教授职位)

Comments 18 Pages. Author version of article to appear at CCS 2025

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2506.13800 2025-06-18 cs.SE cs.AI

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework

Abul Ehtesham, Aditi Singh, Saket Kumar

机构 * Kent State University, USA(肯特州立大学) Department of Computer Science, Cleveland State University, USA(计算机科学系) Northeastern University, USA(东北大学)

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2307.10867 2025-06-18 cs.CL cs.CV cs.LG

FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback

Ashish Singh, Ashutosh Singh, Prateek Agarwal, Zixuan Huang, Arpita Singh, Tong Yu, Sungchul Kim, Victor Bursztyn, Nesreen K. Ahmed, Puneet Mathur, Erik Learned-Miller, Franck Dernoncourt, Ryan A. Rossi

机构 * University of Massachusetts Amherst(马萨诸塞大学阿姆赫斯特分校) Northeastern University(东北大学) Adobe Research(Adobe研究) Cisco Research(思科研究)

Comments 16 pages, 4 figures. Benchmark Documentation: https://figcapshf.github.io/

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2506.13501 2025-06-17 cs.CV

FOAM: A General Frequency-Optimized Anti-Overlapping Framework for Overlapping Object Perception

Mingyuan Li, Tong Jia, Han Gu, Hui Lu, Hao Wang, Bowen Ma, Shuyang Lin, Shiyi Guo, Shizhuo Deng, Dongyue Chen

机构 * State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, 110819, Liaoning, China(合成过程工业系统综合自动化重点实验室,东北大学,沈阳,110819,辽宁,中国) College of Information Science and Engineering, Northeastern University, Shenyang, 110819, Liaoning, China(信息科学与工程学院,东北大学,沈阳,110819,辽宁,中国) Key Laboratory of Data Analytics and Optimization for Smart Industry, Ministry of Education, Northeastern University, Shenyang, 110819, Liaoning, China(智能产业数据解析与优化重点实验室,教育部,东北大学,沈阳,110819,辽宁,中国)

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2506.13133 2025-06-17 cs.CV

EmbodiedPlace: Learning Mixture-of-Features with Embodied Constraints for Visual Place Recognition

Bingxi Liu, Hao Chen, Shiyi Guo, Yihong Wu, Jinqiang Cui, Hong Zhang

机构 * Southern University of Science and Technology, Shenzhen, China(南方科技大学) Peng Cheng Laboratory, Shenzhen, China(鹏城实验室) University of Cambridge, Cambridge, United Kingdom(剑桥大学) Northeastern University, China(东北大学) MAIS, Institution of Automation, China Academic of Sciences, Beijing, China(自动化研究所)

Comments 17 Pages

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2506.12278 2025-06-17 cs.SE cs.CL

Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure

Zheyuan Yang, Zexi Kuang, Xue Xia, Yilun Zhao

机构 * Tongji University(同济大学) Northeastern University(东北大学) HKUST(香港科技大学) Yale University(耶鲁大学)

Comments ACL 2025

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2506.11521 2025-06-16 cs.CR cs.AI cs.MM

Investigating Vulnerabilities and Defenses Against Audio-Visual Attacks: A Comprehensive Survey Emphasizing Multimodal Models

Jinming Wen, Xinyi Wu, Shuai Zhao, Yanhao Jia, Yuwen Li

机构 * Jilin University(吉林大学) Shanghai Jiao Tong University(上海交通大学) Nanyang Technological University(南洋理工大学) Northeastern University(东北大学)

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2506.11496 2025-06-16 eess.IV cs.CV

Taming Stable Diffusion for Computed Tomography Blind Super-Resolution

Chunlei Li, Yilei Shi, Haoxi Hu, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou

机构 * MedAI Technology (Wuxi) Co. Ltd.(MedAI技术(无锡)有限公司) Northeastern University(东北大学) Technical University of Munich(慕尼黑技术大学)

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2504.10777 2025-06-16 cs.LG

AtlasD: Automatic Local Symmetry Discovery

Manu Bhat, Jonghyun Park, Jianke Yang, Nima Dehmamy, Robin Walters, Rose Yu

机构 * University of California San Diego(加州大学圣地亚哥分校) IBM Research(IBM研究院) Northeastern University(东北大学)

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2504.09346 2025-06-16 cs.HC cs.AI cs.CY

"It's not a representation of me": Examining Accent Bias and Digital Exclusion in Synthetic AI Voice Services

Shira Michel, Sufi Kaur, Sarah Elizabeth Gillespie, Jeffrey Gleason, Christo Wilson, Avijit Ghosh

机构 * Northeastern University(东北大学) Hugging Face University of Connecticut(康奈尔大学)

Comments This paper has been accepted to FAccT 2025

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2304.09304 2025-06-16 math.GT cs.LG

Searching for ribbons with machine learning

Sergei Gukov, James Halverson, Ciprian Manolescu, Fabian Ruehle

机构 * Dublin Institute for Advanced Studies(都柏林高级研究院) California Institute of Technology(加州理工学院) Department of Physics, Northeastern University(东北大学物理系) Department of Mathematics, Stanford University(斯坦福大学数学系)

Comments 26 pages, 11 figures. Added clarifying remarks, one figure, and a detailed description of the algorithm

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2506.10925 2025-06-13 cs.NI cs.AI cs.HC cs.SY eess.SY

Agentic Semantic Control for Autonomous Wireless Space Networks: Extending Space-O-RAN with MCP-Driven Distributed Intelligence

Eduardo Baena, Paolo Testolina, Michele Polese, Sergi Aliaga, Andrew Benincasa, Dimitrios Koutsonikolas, Josep Jornet, Tommaso Melodia

机构 * Institute for the Wireless Internet of Things, Northeastern University, Boston, MA, U.S.A.(无线互联网研究所,东北大学,波士顿,马萨诸塞州,美国)

Comments Lunar Surface Innovation Consortium 2025 Spring Meeting, May 20-22

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2506.10822 2025-06-13 cs.CL

ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization

Zhensheng Jin, Xinze Li, Yifan Ji, Chunyi Peng, Zhenghao Liu, Qi Shi, Yukun Yan, Shuo Wang, Furong Peng, Ge Yu

机构 * School of Computer Science and Engineering, Northeastern University, China(东北大学计算机科学与工程学院) Department of Computer Science and Technology, Institute for AI, Tsinghua University, China(清华大学计算机科学与技术系) Beijing National Research Center for Information Science and Technology, China(北京信息科学与技术国家研究中心) Institute of Big Data Science and Industry/School of Computer and Information Technology, Shanxi University, China(山西大学大数据科学与产业研究院/计算机与信息学院)

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2506.10675 2025-06-13 eess.IV cs.CV

ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation

Xi Chen, Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaiane

机构 * School of Computer Science and Engineering, Northeastern University, Shenyang, China(计算机科学与工程学院,东北大学,沈阳,中国) Key Laboratory of Intelligent Computing in Medical Image of Ministry of Education, Northeastern University, Shenyang, China(教育部医学图像智能计算重点实验室,东北大学,沈阳,中国) National Frontiers Science Center for Industrial Intelligence and Systems Optimization, Shenyang, China(工业智能与系统优化国家级前沿科学中心,沈阳,中国) Alberta Machine Intelligence Institute, University of Alberta, Edmonton, Canada(阿尔伯塔人工智能研究所,阿尔伯塔大学,埃德蒙顿,加拿大)

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2506.08403 2025-06-12 cs.CL cs.AI

TACTIC: Translation Agents with Cognitive-Theoretic Interactive Collaboration

Weiya Li, Junjie Chen, Bei Li, Boyang Liu, Zichen Wen, Nuanqiao Shan, Xiaoqian Liu, Anping Liu, Huajie Liu, Hu Song, Linfeng Zhang

机构 * Big Data&AI Lab, ICBC(大数据与人工智能实验室,ICBC) Shanghai Jiao Tong University(上海交通大学) Meituan Inc.(美团公司) Tongji University(同济大学) Fudan University(复旦大学) Northeastern University(东北大学)

Comments 20 pages, 4 figures, Under review. Code: https://github.com/weiyali126/TACTIC

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