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Northeastern University(东北大学)

共收录 1238
2510.15144 2025-11-10 cs.AI cs.CL cs.CY

HugAgent: Benchmarking LLMs for Simulation of Individualized Human Reasoning

Chance Jiajie Li, Zhenze Mo, Yuhan Tang, Ao Qu, Jiayi Wu, Kaiya Ivy Zhao, Yulu Gan, Jie Fan, Jiangbo Yu, Hang Jiang, Paul Pu Liang, Jinhua Zhao, Luis Alberto Alonso Pastor, Kent Larson

机构 * MIT Media Lab(MIT媒体实验室) MIT EECS(MIT电子工程与计算机科学系) MIT BCS(MIT生物科学系) MIT IDSS(MIT国际设计系统研究所) MIT CEE(MIT土木与环境工程系) MIT DUSP(MIT设计学教授职位) MIT Architecture(MIT建筑系) Northeastern University(东北大学) Brown University(布朗大学) McGill University(麦吉尔大学)

Comments To appear in NeurIPS 2025 Workshop on Bridging Language, Agent, and World Models (LAW)

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2508.13100 2025-11-10 cs.LG cs.DS stat.ML

A Perfectly Truthful Calibration Measure

Jason Hartline, Lunjia Hu, Yifan Wu

机构 * Northwestern University(西北大学) Northeastern University(东北大学) Khoury College of Computer Sciences(科里学院计算机科学学院) Harvard University(哈佛大学) Microsoft Research, New England(微软研究院,新英格兰)

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2505.17013 2025-11-10 cs.LG cs.CV

When Are Concepts Erased From Diffusion Models?

Kevin Lu, Nicky Kriplani, Rohit Gandikota, Minh Pham, David Bau, Chinmay Hegde, Niv Cohen

机构 * Northeastern University(东北大学) New York University(纽约大学)

Comments Accepted to NeurIPS 2025. Our code, data, and results are available at https://unerasing.baulab.info/

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2411.18409 2025-11-10 cs.CV

Deep Fourier-embedded Network for RGB and Thermal Salient Object Detection

Pengfei Lyu, Xiaosheng Yu, Pak-Hei Yeung, Chengdong Wu, Jagath C. Rajapakse

机构 * Faculty of Robot Science and Engineering, Northeastern University(机器人科学与工程学院,东北大学) College of Computing and Data Science, Nanyang Technological University(计算与数据科学学院,南洋理工大学)

Comments Accepted by TCSVT2025

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2511.03939 2025-11-07 cs.LG cs.AI cs.CL

RLHF: A comprehensive Survey for Cultural, Multimodal and Low Latency Alignment Methods

Raghav Sharma, Manan Mehta, Sai Tiger Raina

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

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2511.03652 2025-11-06 cs.RO

Motion Planning Under Temporal Logic Specifications In Semantically Unknown Environments

Azizollah Taheri, Derya Aksaray

机构 * Department of Electrical and Computer Engineering, Northeastern University(电气与计算机工程系,东北大学)

Comments 8 pages, 6 figures

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2511.03267 2025-11-06 cs.CV

IEC3D-AD: A 3D Dataset of Industrial Equipment Components for Unsupervised Point Cloud Anomaly Detection

Bingyang Guo, Hongjie Li, Ruiyun Yu, Hanzhe Liang, Jinbao Wang

机构 * Software College, Northeastern University(东北大学软件学院) Shenzhen Audencia Financial Technology Institute, Shenzhen University(深圳Audencia金融技术研究院) National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University(深圳大学大数据系统计算技术国家工程实验室)

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2507.11855 2025-11-06 cs.LG

OrdShap: Feature Position Importance for Sequential Black-Box Models

Davin Hill, Brian L. Hill, Aria Masoomi, Vijay S. Nori, Robert E. Tillman, Jennifer Dy

机构 * Northeastern University(东北大学) Optum AI

Comments Advances in Neural Information Processing Systems, Volume 38 (NeurIPS 2025)

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2506.04220 2025-11-06 cs.CV

Struct2D: A Perception-Guided Framework for Spatial Reasoning in MLLMs

Fangrui Zhu, Hanhui Wang, Yiming Xie, Jing Gu, Tianye Ding, Jianwei Yang, Huaizu Jiang

机构 * Northeastern University(东北大学) Microsoft Research(微软研究院) University of Southern California(南加州大学) University of California, Santa Cruz(加州大学圣克鲁兹分校)

Comments NeurIPS 2025, code link: https://github.com/neu-vi/struct2d

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2411.16638 2025-11-06 cs.CL cs.AI

Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation

Sanjana Ramprasad, Byron C. Wallace

机构 * Northeastern University(东北大学)

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2508.19999 2025-11-05 cs.LG cs.AI cs.CL

Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation

Ziniu Zhang, Zhenshuo Zhang, Dongyue Li, Lu Wang, Jennifer Dy, Hongyang R. Zhang

机构 * Northeastern University(东北大学) University of Michigan(密歇根大学)

Comments 19 pages. EMNLP'25

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2511.01928 2025-11-05 cs.SI cs.AI

A Unified Model for Human Mobility Generation in Natural Disasters

Qingyue Long, Huandong Wang, Qi Ryan Wang, Yong Li

机构 * Department of Electronic Engineering, Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University(电子工程系,信息科学与技术国家研究院(BNRist),清华大学) Department of Civil and Environmental Engineering, Northeastern University(土木与环境工程系,东北大学)

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2511.01570 2025-11-04 cs.LG

Gated Fusion Enhanced Multi-Scale Hierarchical Graph Convolutional Network for Stock Movement Prediction

Xiaosha Xue, Peibo Duan, Zhipeng Liu, Qi Chu, Changsheng Zhang, Bin zhang

机构 * College of Software, Northeastern University(东北大学软件学院) Neusoft Corporation(新soft公司)

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2511.01336 2025-11-04 cs.HC cs.AI

Beyond Permissions: Investigating Mobile Personalization with Simulated Personas

Ibrahim Khalilov, Chaoran Chen, Ziang Xiao, Tianshi Li, Toby Jia-Jun Li, Yaxing Yao

机构 * Johns Hopkins University(约翰霍普金斯大学) University of Notre Dame(诺特大学) Northeastern University(东北ern大学)

Comments 8 pages, 7 figures. Accepted to the ACM Workshop on Human-Centered AI Privacy and Security (HAIPS @ CCS 2025). DOI: 10.1145/3733816.3760758 (ACM Digital Library link pending activation)

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2511.01243 2025-11-04 cs.CV

CenterMamba-SAM: Center-Prioritized Scanning and Temporal Prototypes for Brain Lesion Segmentation

Yu Tian, Zhongheng Yang, Chenshi Liu, Yiyun Su, Ziwei Hong, Zexi Gong, Jingyuan Xu

机构 * Northeastern University, Boston, United States(东北大学) Stevens Institute of Technology, Hoboken, United States(史蒂文斯理工学院) Rutgers University, Newark, United States(罗格斯大学) Lehigh University, Bethlehem, United States(莱恩大学) University of the Cumberlands, Williamsburg, United States(坎伯兰大学)

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2511.00682 2025-11-04 cs.CV

Outlier-Aware Post-Training Quantization for Image Super-Resolution

Hailing Wang, jianglin Lu, Yitian Zhang, Yun Fu

机构 * Northeastern University, USA(东北大学)

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2511.00564 2025-11-04 cs.LG cs.AI cs.SY eess.SY

FTT-GRU: A Hybrid Fast Temporal Transformer with GRU for Remaining Useful Life Prediction

Varun Teja Chirukiri, Udaya Bhasker Cheerala, Sandeep Kanta, Abdul Karim, Praveen Damacharla

机构 * Northeastern University(东北大学) Hallym University(汉罗大学) KINETICAI INC(KINETICAI公司)

Comments 5 pages, The 2025 International Conference on Computational Science and Computational Intelligence

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2511.00134 2025-11-04 cs.LG

Physiologically Active Vegetation Reverses Its Cooling Effect in Humid Urban Climates

Angana Borah, Adrija Datta, Ashish S. Kumar, Raviraj Dave, Udit Bhatia

机构 * Department of Civil Engineering(土木工程系) Indian Institute of Technology Gandhinagar(印度理工学院甘丁加尔分校) Department of Earth Sciences(地球科学系) Sustainability and Data Sciences Laboratory(可持续性与数据科学实验室) Department of Civil and Environmental Engineering(土木与环境工程系) Northeastern University(东北大学) Department of Computer Sciences and Engineering(计算机科学与工程系)

Comments 27 pages, 5 figures

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2502.03304 2025-11-04 cs.LG cs.AI cs.CL

Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning

Qitao Tan, Jun Liu, Zheng Zhan, Caiwei Ding, Yanzhi Wang, Xiaolong Ma, Jaewoo Lee, Jin Lu, Geng Yuan

机构 * University of Georgia(佐治亚大学) Northeastern University(东北大学) University of Minnesota(明尼苏达大学) University of Arizona(亚利桑那大学)

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2510.26802 2025-10-31 cs.CV cs.AI cs.CL

Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark

Ziyu Guo, Xinyan Chen, Renrui Zhang, Ruichuan An, Yu Qi, Dongzhi Jiang, Xiangtai Li, Manyuan Zhang, Hongsheng Li, Pheng-Ann Heng

机构 * CUHK(香港中文大学) IMIXR MMLab Peking University(北京大学) Northeastern University(东北大学)

Comments Project Page: https://video-cof.github.io

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2506.06220 2025-10-31 cs.CV cs.AI

GenIR: Generative Visual Feedback for Mental Image Retrieval

Diji Yang, Minghao Liu, Chung-Hsiang Lo, Yi Zhang, James Davis

机构 * University of California Santa Cruz(加州大学圣克ruz分校) Northeastern University(东北大学) Accenture(Accenture公司)

Comments NeurIPS 2025

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2505.16969 2025-10-31 cs.RO

3D Equivariant Visuomotor Policy Learning via Spherical Projection

Boce Hu, Dian Wang, David Klee, Heng Tian, Xupeng Zhu, Haojie Huang, Robert Platt, Robin Walters

机构 * Northeastern University(东北大学) Stanford University(斯坦福大学)

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2410.14879 2025-10-31 cs.HC cs.AI

Vital Insight: Assisting Experts' Context-Driven Sensemaking of Multi-modal Personal Tracking Data Using Visualization and Human-In-The-Loop LLM

Jiachen Li, Xiwen Li, Justin Steinberg, Akshat Choube, Bingsheng Yao, Xuhai Xu, Dakuo Wang, Elizabeth Mynatt, Varun Mishra

机构 * Northeastern University(东北大学) Columbia University(哥伦比亚大学)

Comments Jiachen Li, Xiwen Li, Justin Steinberg, Akshat Choube, Bingsheng Yao, Xuhai Xu, Dakuo Wang, Elizabeth Mynatt, and Varun Mishra. 2025. Vital Insight: Assisting Experts' Context-Driven Sensemaking of Multi-modal Personal Tracking Data Using Visualization and Human-in-the-Loop LLM. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9, 3, Article 101 (September 2025), 37 pages

Journal ref Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9 (2025) 101:1-37

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2510.25122 2025-10-30 cs.RO

NanoVLA: Routing Decoupled Vision-Language Understanding for Nano-sized Generalist Robotic Policies

Jiahong Chen, Jing Wang, Long Chen, Chuwei Cai, Jinghui Lu

机构 * University of British Columbia(不列颠哥伦比亚大学) University of Alberta(阿尔伯塔大学) Xiaomi EV(小米电动车) Northeastern University(东北大学)

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2510.14205 2025-10-30 cs.CL cs.AI

DPRF: A Generalizable Dynamic Persona Refinement Framework for Optimizing Behavior Alignment Between Personalized LLM Role-Playing Agents and Humans

Bingsheng Yao, Bo Sun, Yuanzhe Dong, Yuxuan Lu, Dakuo Wang

机构 * Northeastern University(东北大学) Stanford University(斯坦福大学)

Comments In Submission

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2510.10328 2025-10-28 cs.CL

Are LLMs Empathetic to All? Investigating the Influence of Multi-Demographic Personas on a Model's Empathy

Ananya Malik, Nazanin Sabri, Melissa Karnaze, Mai Elsherief

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

Comments 9 pages, 4 figures, 4 tables, EMNLP 2025 Findings

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2510.22172 2025-10-28 cs.SD cs.CL

M-CIF: Multi-Scale Alignment For CIF-Based Non-Autoregressive ASR

Ruixiang Mao, Xiangnan Ma, Qing Yang, Ziming Zhu, Yucheng Qiao, Yuan Ge, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu

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) NiuTrans Research(NiuTrans研究院) Kunming University of Science and Technology, China(昆明理工大学,中国)

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2409.10372 2025-10-28 cs.AI cs.CL cs.CY cs.GT

Integrated Design and Governance of Agentic AI Systems through Adaptive Information Modulation

Qiliang Chen, Sepehr Ilami, Nunzio Lore, Babak Heydari

机构 * Department of Mechanical and Industrial Engineering(机械与工业工程系) Institute of Experiential AI(体验人工智能研究所) Network Science Institute(网络科学研究所) Northeastern University(东北大学) Boston, MA 02115, United States(波士顿,马萨诸塞州,02115,美国)

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2110.03237 2025-10-28 cs.LG

Score-based Generative Neural Networks for Large-Scale Optimal Transport

Mara Daniels, Tyler Maunu, Paul Hand

机构 * Northeastern University(东北大学) Brandeis University(布兰迪斯大学) MIT(麻省理工学院)

Comments Correction to NeurIPS 2021 Paper 4675 fixing an oversight in the statement of Assn 4.1; thanks ZY for pointing this out!

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2001.08747 2025-10-28 cs.LG cs.CV eess.IV stat.ML

Reducing the Representation Error of GAN Image Priors Using the Deep Decoder

Mara Daniels, Paul Hand, Reinhard Heckel

机构 * Department of Mathematics and Khoury College of Computer Sciences, Northeastern University(数学系和Khoury计算机科学学院,东北大学) Electrical Engineering and Information Technology, Technical University of Munich(电子工程与信息科技,慕尼黑技术大学)

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