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University of Southern California(南加州大学)

共收录 1294
2001.03346 2025-09-10 eess.SP cs.LG

Time-Varying Graph Learning with Constraints on Graph Temporal Variation

Haruki Yokota, Koki Yamada, Yuichi Tanaka, Antonio Ortega

机构 * Graduate School of Engineering, The University of Osaka(大阪大学工学研究科) Graduate School of Engineering, Tokyo University of Agriculture and Technology(东京农业大学工学研究科) Department of Electrical and Computer Engineering, University of Southern California(南加州大学电气与计算机工程系)

Comments 13 pages, submitted to IEEE Transactions on Signal Processing

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2509.06303 2025-09-09 stat.ML cs.LG stat.ME

MOSAIC: Minimax-Optimal Sparsity-Adaptive Inference for Change Points in Dynamic Networks

Yingying Fan, Jingyuan Liu, Jinchi Lv, Ao Sun

机构 * University of Southern California(美国南加州大学) Marshall School of Business(马歇尔商学院) Xiamen University(厦门大学) Wang Yanan Institute for Studies in Economics(王炎安经济研究所)

Comments 110 pages, 4 figures

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2310.08067 2025-09-09 cs.AI

GameGPT: Multi-agent Collaborative Framework for Game Development

Dake Chen, Haoyang Zhang, Hanbin Wang, Yunhao Huo, Yuzhao Li, Junjie Wang

机构 * AutoGame Research(AutoGame研究所) X-Institute(X研究所) University of Southern California(南加州大学) Tsinghua University(清华大学)

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2508.13182 2025-09-09 cs.DL cs.AI cs.LG

Using Artificial Intuition in Distinct, Minimalist Classification of Scientific Abstracts for Management of Technology Portfolios

Prateek Ranka, Fred Morstatter, Alexandra Graddy-Reed, Andrea Belz

机构 * Information Sciences Institute, Viterbi School of Engineering, University of Southern California(信息科学研究所,工程学院,南加州大学) Sol Price School of Public Policy, University of Southern California(索尔价格公共政策学院,南加州大学)

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2503.07575 2025-09-09 cs.CV cs.CL

VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models

Jen-tse Huang, Jiantong Qin, Jianping Zhang, Youliang Yuan, Wenxuan Wang, Jieyu Zhao

机构 * University of Southern California(南加州大学) University of Bristol(布里斯托大学) Centre National de la Recherche Scientifique(法国国家科学研究中心) University of California, Los Angeles(加州大学洛杉矶分校)

Comments Accepted to EMNLP 2025 (Main)

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2502.11163 2025-09-09 cs.CV cs.CL

AI Sees Your Location, But With A Bias Toward The Wealthy World

Jingyuan Huang, Jen-tse Huang, Ziyi Liu, Xiaoyuan Liu, Wenxuan Wang, Jieyu Zhao

机构 * University of Southern California(南加州大学) University of Georgia(佐治亚大学) University of California, Los Angeles(加州大学洛杉矶分校)

Comments Accepted to EMNLP 2025 (Main)

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2509.04745 2025-09-08 cs.CL cs.CV

Phonological Representation Learning for Isolated Signs Improves Out-of-Vocabulary Generalization

Lee Kezar, Zed Sehyr, Jesse Thomason

机构 * University of Southern California(南加州大学) Chapman University(查普曼大学)

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2210.12931 2025-09-08 astro-ph.IM cs.LG

Removing Radio Frequency Interference from Auroral Kilometric Radiation with Stacked Autoencoders

Allen Chang, Mary Knapp, James LaBelle, John Swoboda, Ryan Volz, Philip J. Erickson

机构 * Department of Computer Science, University of Southern California(计算机科学系,南加州大学) Haystack Observatory, Massachusetts Institute of Technology(Haystack天文台,麻省理工学院) Department of Physics and Astronomy, Dartmouth College(物理与天文学系,达特茅斯学院)

Comments 5 pages, 3 figures, 48th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023)

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2509.04465 2025-09-08 cs.CL cs.AI

Emotionally-Aware Agents for Dispute Resolution

Sushrita Rakshit, James Hale, Kushal Chawla, Jeanne M. Brett, Jonathan Gratch

机构 * University of Michigan(密歇根大学) University of Southern California(南加州大学) Northwestern University(西北大学)

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2509.03800 2025-09-05 cs.CV

MedVista3D: Vision-Language Modeling for Reducing Diagnostic Errors in 3D CT Disease Detection, Understanding and Reporting

Yuheng Li, Yenho Chen, Yuxiang Lai, Jike Zhong, Vanessa Wildman, Xiaofeng Yang

机构 * Department of Biomedical Engineering(生物医学工程系) Georgia Institute of Technology(佐治亚理工学院) Department of Machine Learning(机器学习系) Department of Radiation Oncology(放射肿瘤科) Emory University School of Medicine(埃默里大学医学院) University of Southern California(南加州大学)

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2506.02025 2025-09-05 cs.DC cs.AI

Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling

Prachi Jadhav, Hongwei Jin, Ewa Deelman, Prasanna Balaprakash

机构 * University of Tennessee, Knoxville\ Ridge National Laboratory Oak Ridge, TN USA Argonne National Laboratory Lemont, IL USA University of Southern California Los Angeles, CA USA Oak Ridge National Laboratory Oak Ridge, TN USA University of Tennessee, Knoxville\ Ridge National Laboratory Argonne National Laboratory University of Southern California Oak Ridge National Laboratory

Comments 10 pages, 6 figures, work under review

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2407.01085 2025-09-05 cs.LG cs.CL

Explaining Length Bias in LLM-Based Preference Evaluations

Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Tianfu Wang, Zhengyu Chen, Nicholas Jing Yuan, Jianxun Lian, Kaize Ding, Hui Xiong

机构 * Thrust of Artificial Intelligence, HKUST (Guangzhou), China(人工智能前沿技术部,香港科技大学(广州)) Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China(计算机科学与工程系,香港科技大学) University of Southern California(南加州大学) University of Washington(华盛顿大学) MeiTuan(美团) Microsoft(微软) Resideo(Resideo公司) Northwestern University(西北大学)

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2410.06340 2025-09-04 cs.LG

FedGraph: A Research Library and Benchmark for Federated Graph Learning

Yuhang Yao, Yuan Li, Xinyi Fan, Junhao Li, Kay Liu, Weizhao Jin, Yu Yang, Srivatsan Ravi, Philip S. Yu, Carlee Joe-Wong

机构 * Carnegie Mellon University(卡内基梅隆大学) University of Illinois Chicago(伊利诺伊大学香槟分校) University of Southern California(南加州大学)

Comments https://github.com/FedGraph/fedgraph

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2509.01338 2025-09-03 cs.AI

Conformal Predictive Monitoring for Multi-Modal Scenarios

Francesca Cairoli, Luca Bortolussi, Jyotirmoy V. Deshmukh, Lars Lindemann, Nicola Paoletti

机构 * University of Trieste, Trieste, Italy(特里埃斯特大学) University of Southern California, Los Angeles, California(南加州大学) King's College London, London, United Kingdom(伦敦国王学院)

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2507.03925 2025-07-08 cs.RO

Accurate Pose Estimation Using Contact Manifold Sampling for Safe Peg-in-Hole Insertion of Complex Geometries

Abhay Negi, Omey M. Manyar, Dhanush K. Penmetsa, Satyandra K. Gupta

机构 * Realization of Robotic Systems Lab, University of Southern California(机器人系统实现实验室,南加州大学)

Comments Accepted in IEEE CASE 2025 (https://2025.ieeecase.org/). 8 pages with 6 figures

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2507.01297 2025-07-08 cs.CL cs.IR

Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks

Xinxi Lyu, Michael Duan, Rulin Shao, Pang Wei Koh, Sewon Min

机构 * Allen Institute for AI(艾伦人工智能研究所) University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) University of Southern California(南加州大学) University of Washington(华盛顿大学)

Comments 33 pages, 2 figures, 27 tables

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2406.08697 2025-07-08 stat.ML cs.LG math.OC stat.ME

Structured Difference-of-Q via Orthogonal Learning

Defu Cao, Angela Zhou

机构 * Department of Computer Science, University of Southern California(计算机科学系,南加州大学) Department of Data Sciences and Operations and Computer Science(数据科学与运营与计算机科学系,南加州大学)

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2403.20309 2025-07-08 cs.CV

InstantSplat: Sparse-view Gaussian Splatting in Seconds

Zhiwen Fan, Wenyan Cong, Kairun Wen, Kevin Wang, Jian Zhang, Xinghao Ding, Danfei Xu, Boris Ivanovic, Marco Pavone, Georgios Pavlakos, Zhangyang Wang, Yue Wang

机构 * University of Texas at Austin(德克萨斯大学) Nvidia Research(英伟达研究) Xiamen University(厦门大学) Georgia Institute of Technology(佐治亚理工学院) Stanford University(斯坦福大学) University of Southern California(南加州大学)

Comments Project Page: https://instantsplat.github.io/

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2507.00191 2025-07-02 cs.LG cs.AI

Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions

Eray Erturk, Fahad Kamran, Salar Abbaspourazad, Sean Jewell, Harsh Sharma, Yujie Li, Sinead Williamson, Nicholas J Foti, Joseph Futoma

机构 * USC(美国大学) Apple Inc(苹果公司)

Comments Accepted to ICML 2025

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2506.23855 2025-07-01 cs.CR cs.AI cs.LG

Differentially Private Synthetic Data Release for Topics API Outputs

Travis Dick, Alessandro Epasto, Adel Javanmard, Josh Karlin, Andres Munoz Medina, Vahab Mirrokni, Sergei Vassilvitskii, Peilin Zhong

机构 * Google Research(谷歌研究) USC(美国大学) Google Chrome(谷歌Chrome)

Comments 20 pages, 8 figures

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2506.23346 2025-07-01 cs.RO cs.SY eess.SY

Safe and Performant Deployment of Autonomous Systems via Model Predictive Control and Hamilton-Jacobi Reachability Analysis

Hao Wang, Armand Jordana, Ludovic Righetti, Somil Bansal

机构 * Department of Electrical and Computer Engineering, University of Southern California(电气与计算机工程系,南加州大学) Department of Aeronautics and Astronautics, Stanford University(航空与航天系,斯坦福大学) Electrical and Computer Engineering Department, New York University(电气与计算机工程系,纽约大学)

Comments RSS 2025 Workshop on Reliable Robotics

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2502.05489 2025-07-01 cs.CL cs.AI

Mechanistic Interpretability of Emotion Inference in Large Language Models

Ala N. Tak, Amin Banayeeanzade, Anahita Bolourani, Mina Kian, Robin Jia, Jonathan Gratch

机构 * Institute for Creative Technologies, University of Southern California (USC)(创意技术研究所,南加州大学) Information Sciences Institute, University of Southern California (USC)(信息科学研究所,南加州大学) Department of Computer Science, University of Southern California (USC)(计算机科学系,南加州大学) Department of Statistics and Data Science, University of California, Los Angeles (UCLA)(统计与数据科学系,加州大学洛杉矶分校)

Comments ACL 2025 camera-ready version. First two authors contributed equally

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2401.01042 2025-07-01 cs.CV

Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation

Mohammad Rostami, Dayuan Jian, Ruitong Sun

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

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2505.23224 2025-06-30 cs.CL

MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration

Zhitao He, Sandeep Polisetty, Zhiyuan Fan, Yuchen Huang, Shujin Wu, Yi R. Fung

机构 * Hong Kong University of Science and Technology(香港科技大学) UMass Amherst(马萨诸塞大学阿姆赫斯特分校) University of Southern California(南加州大学)

Comments 18 pages, ACL 2025

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2410.19453 2025-06-30 cs.CL

ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework

Hengyuan Zhang, Chenming Shang, Sizhe Wang, Dongdong Zhang, Yiyao Yu, Feng Yao, Renliang Sun, Yujiu Yang, Furu Wei

机构 * Tsinghua University(清华大学) Microsoft(微软) University of Southern California(南加州大学) University of California, San Diego(加州大学圣地亚哥分校) University of California, Los Angeles(加州大学洛杉矶分校)

Comments Accepted by ACL 2025

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2506.20566 2025-06-26 cs.RO cs.CV

HRIBench: Benchmarking Vision-Language Models for Real-Time Human Perception in Human-Robot Interaction

Zhonghao Shi, Enyu Zhao, Nathaniel Dennler, Jingzhen Wang, Xinyang Xu, Kaleen Shrestha, Mengxue Fu, Daniel Seita, Maja Matarić

机构 * Thomas Lord Department of Computer Science, Viterbi School of Engineering University of Southern California, Los Angeles CA 90089, USA

Comments Accepted to the 19th International Symposium on Experimental Robotics (ISER 2025)

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2506.20097 2025-06-26 cs.RO cs.CL

PSALM-V: Automating Symbolic Planning in Interactive Visual Environments with Large Language Models

Wang Bill Zhu, Miaosen Chai, Ishika Singh, Robin Jia, Jesse Thomason

机构 * Department of Computer Science University of Southern California(计算机科学系 美国南加州大学)

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2405.14017 2025-06-26 cs.CV

MagicPose4D: Crafting Articulated Models with Appearance and Motion Control

Hao Zhang, Di Chang, Fang Li, Mohammad Soleymani, Narendra Ahuja

机构 * University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) University of Southern California(南加州大学)

Comments Project Page: https://magicpose4d.github.io/

Journal ref TMLR 2025

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2506.19351 2025-06-25 cs.LG cs.AI cs.CL stat.ML

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly

Puneesh Deora, Bhavya Vasudeva, Tina Behnia, Christos Thrampoulidis

机构 * University of British Columbia(不列颠哥伦比亚大学) University of Southern California(南加州大学)

Comments 28 pages, 19 figures

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2506.19201 2025-06-25 cs.RO

The MOTIF Hand: A Robotic Hand for Multimodal Observations with Thermal, Inertial, and Force Sensors

Hanyang Zhou, Haozhe Lou, Wenhao Liu, Enyu Zhao, Yue Wang, Daniel Seita

机构 * Department of Computer Science, Viterbi School of Engineering University of Southern California(计算机科学系,维特比工程学院,南加州大学)

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