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Georgia Institute of Technology(佐治亚理工学院)

共收录 1669
2510.07703 2025-10-10 cs.CV

Mutual Learning for Hashing: Unlocking Strong Hash Functions from Weak Supervision

Xiaoxu Ma, Runhao Li, Zhenyu Weng

机构 * Shien-Ming Wu School of Intelligent Engineering, South China University of Technology(谢仁明教授智能工程学院,华南理工大学) School of Electrical and Computer Engineering, Georgia Institute of Technology(电气与计算机工程学院,佐治亚理工学院) School of Electrical and Electronic Engineering, Nanyang Technological University(电子与电气工程学院,南洋理工大学)

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2505.16421 2025-10-10 cs.CL cs.LG

WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning

Zhepei Wei, Wenlin Yao, Yao Liu, Weizhi Zhang, Qin Lu, Liang Qiu, Changlong Yu, Puyang Xu, Chao Zhang, Bing Yin, Hyokun Yun, Lihong Li

机构 * University of Virginia(弗吉尼亚大学) Amazon(亚马逊) Georgia Institute of Technology(佐治亚理工学院)

Comments EMNLP 2025. Code: https://github.com/weizhepei/WebAgent-R1

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2409.04922 2025-10-10 q-bio.GN cs.AI cs.CC cs.LG

Nearest Neighbor CCP-Based Molecular Sequence Analysis

Sarwan Ali, Prakash Chourasia, Bipin Koirala, Murray Patterson

机构 * Columbia University, Irving Medical Center(哥伦比亚大学伊万斯医学中心) Georgia State University(佐治亚州立大学) Georgia Institute of Technology(佐治亚理工学院)

Comments Accepted at IEEE Transactions on Computational Biology and Bioinformatics (TCBB 2025)

Journal ref IEEE Transactions on Computational Biology and Bioinformatics 2025

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2510.07307 2025-10-09 cs.LG cs.AI

MLE-Smith: Scaling MLE Tasks with Automated Multi-Agent Pipeline

Rushi Qiang, Yuchen Zhuang, Anikait Singh, Percy Liang, Chao Zhang, Sherry Yang, Bo Dai

机构 * Georgia Institute of Technology(佐治亚理工学院) Stanford University(斯坦福大学)

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2505.12576 2025-10-09 cs.LG cs.AI

AdaDim: Dimensionality Adaptation for SSL Representational Dynamics

Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib

机构 * Department of Electrical and Computer Engineering(电气与计算机工程系) Georgia Institute of Technology(佐治亚理工学院)

Comments Under Review

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2509.25282 2025-10-09 cs.AI cs.HC cs.SE

Toward Causal-Visual Programming: Enhancing Agentic Reasoning in Low-Code Environments

Jiexi Xu, Jiaqi Liu, Lanruo Wang, Su Liu

机构 * School of Information \& Computer Science University of California, Irvine Irvine, CA, USA Independent Researcher University of Texas at Dallas Dallas, TX, USA Georgia Institute of Technology Atlanta, GA, USA

Comments 5 pages, 1 table

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2507.21115 2025-10-08 cs.IR cs.AI cs.DC cs.LG

FedFlex: Federated Learning for Diverse Netflix Recommendations

Sven Lankester, Gustavo de Carvalho Bertoli, Matias Vizcaino, Emmanuelle Beauxis Aussalet, Manel Slokom

机构 * Vrije Universiteit Amsterdam Netherlands Georgia Institute of Technology Mexico Centrum Wiskunde \& Informatica Netherlands Georgia Institute of Technology

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2505.14420 2025-10-08 q-fin.CP cs.CL cs.LG

SAE-FiRE: Enhancing Earnings Surprise Predictions Through Sparse Autoencoder Feature Selection

Huopu Zhang, Yanguang Liu, Miao Zhang, Zirui He, Mengnan Du

机构 * Georgia Institute of Technology(佐治亚理工学院) New Jersey Institute of Technology(新泽西理工学院)

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2510.05644 2025-10-08 cs.CL cs.AI

The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP

Sheriff Issaka, Keyi Wang, Yinka Ajibola, Oluwatumininu Samuel-Ipaye, Zhaoyi Zhang, Nicte Aguillon Jimenez, Evans Kofi Agyei, Abraham Lin, Rohan Ramachandran, Sadick Abdul Mumin, Faith Nchifor, Mohammed Shuraim, Lieqi Liu, Erick Rosas Gonzalez, Sylvester Kpei, Jemimah Osei, Carlene Ajeneza, Persis Boateng, Prisca Adwoa Dufie Yeboah, Saadia Gabriel

机构 * University of California, Los Angeles(加州大学洛杉矶分校) Georgia Institute of Technology(佐治亚理工学院) University of Wisconsin - Madison(威斯康星大学麦迪逊分校) University of Cape Coast(科克伍德大学) Carleton University(卡尔顿大学) Stetson University(史蒂文森大学) Northwestern University in Qatar(卡塔尔西北大学) Cornell University(康奈尔大学) Soka University of America(美国立命大学) Columbia University(哥伦比亚大学)

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2510.05491 2025-10-08 cs.LG cs.CL

NorMuon: Making Muon more efficient and scalable

Zichong Li, Liming Liu, Chen Liang, Weizhu Chen, Tuo Zhao

机构 * Georgia Tech(佐治亚理工学院) Microsoft(微软)

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2510.05421 2025-10-08 cs.LG

Draft, Verify, and Improve: Toward Training-Aware Speculative Decoding

Shrenik Bhansali, Larry Heck

机构 * Georgia Institute of Technology(佐治亚理工学院)

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2510.05329 2025-10-08 cs.LG stat.ML

Tensor-on-tensor Regression Neural Networks for Process Modeling with High-dimensional Data

Qian Wang, Mohammad N. Bisheh, Kamran Paynabar

机构 * School of Industrial and Systems Engineering, Georgia Institute of Technology(工业与系统工程学院,佐治亚理工学院)

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2510.04454 2025-10-07 cs.CL

Mitigating Forgetting Between Supervised and Reinforcement Learning Yields Stronger Reasoners

Xiangchi Yuan, Xiang Chen, Tong Yu, Dachuan Shi, Can Jin, Wenke Lee, Saayan Mitra

机构 * Georgia Institute of Technology(佐治亚理工学院) Adobe Research(Adobe研究) Rutgers University(罗格斯大学)

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2510.04201 2025-10-07 cs.CV cs.AI

World-To-Image: Grounding Text-to-Image Generation with Agent-Driven World Knowledge

Moo Hyun Son, Jintaek Oh, Sun Bin Mun, Jaechul Roh, Sehyun Choi

机构 * The Hong Kong University of Science and Technology(香港科学与技术大学) Georgia Institute of Technology(佐治亚理工学院) University of Massachusetts Amherst(马萨诸塞大学阿默斯特分校) TwelveLabs

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2510.04009 2025-10-07 cs.AI cs.CL

What Shapes a Creative Machine Mind? Comprehensively Benchmarking Creativity in Foundation Models

Zicong He, Boxuan Zhang, Weihao Liu, Ruixiang Tang, Lu Cheng

机构 * Georgia Institute of Technology(佐治亚理工学院) Rutgers University(罗格斯大学) University of Illinois Chicago(伊利诺伊大学香槟分校)

Comments 22 pages

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2508.13118 2025-10-07 cs.CL cs.CR

AutoBnB-RAG: Enhancing Multi-Agent Incident Response with Retrieval-Augmented Generation

Zefang Liu, Arman Anwar

机构 * Georgia Institute of Technology(佐治亚理工学院)

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2508.01844 2025-10-07 cs.AI

Towards Generalizable Context-aware Anomaly Detection: A Large-scale Benchmark in Cloud Environments

Xinkai Zou, Xuan Jiang, Ruikai Huang, Haoze He, Parv Kapoor, Hongrui Wu, Yibo Wang, Jian Sha, Xiongbo Shi, Zixun Huang, Jinhua Zhao

机构 * UC San Diego(加州大学圣地亚哥分校) Massachusetts Institute of Technology(麻省理工学院) Georgia Institute of Technology(佐治亚理工学院) Carnegie Mellon University(卡内基梅隆大学) Tongji University(同济大学) Tsinghua University(清华大学) University of Pennsylvania(宾夕法尼亚大学)

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2506.07778 2025-10-07 cs.CV

A Neurosymbolic Agent System for Compositional Visual Reasoning

Yichang Xu, Gaowen Liu, Ramana Rao Kompella, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Zachary Yahn, Ling Liu

机构 * Georgia Institute of Technology(佐治亚理工学院) Cisco Systems(思科系统)

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2505.01479 2025-10-07 cs.CL

Deliberate Planning in Language Models with Symbolic Representation

Siheng Xiong, Zhangding Liu, Jieyu Zhou, Yusen Su

机构 * Georgia Institute of Technology, Atlanta, GA 30332 USA(佐治亚理工学院)

Comments Accepted to Twelfth Annual Conference on Advances in Cognitive Systems

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2507.06211 2025-10-06 cs.LG

Modern Methods in Associative Memory

Dmitry Krotov, Benjamin Hoover, Parikshit Ram, Bao Pham

机构 * IBM Research(IBM研究院) MIT(麻省理工学院) Georgia Tech(佐治亚理工学院) RPI(罗切斯特理工学院)

Comments Tutorial at ICML 2025

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2504.00907 2025-10-06 cs.AI

Grounding Multimodal LLMs to Embodied Agents that Ask for Help with Reinforcement Learning

Ram Ramrakhya, Matthew Chang, Xavier Puig, Ruta Desai, Zsolt Kira, Roozbeh Mottaghi

机构 * Georgia Institute of Technology(佐治亚理工学院) Meta FAIR

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2411.06542 2025-10-06 cs.RO cs.AI cs.SY eess.SY

Is Linear Feedback on Smoothed Dynamics Sufficient for Stabilizing Contact-Rich Plans?

Yuki Shirai, Tong Zhao, H. J. Terry Suh, Huaijiang Zhu, Xinpei Ni, Jiuguang Wang, Max Simchowitz, Tao Pang

机构 * University of California, Los Angeles(加州大学洛杉矶分校) RAI Institute (formerly Boston Dynamics AI Institute)(RAI研究院) MIT CSAIL(麻省理工学院CSAIL) New York University(纽约大学) Georgia Tech(佐治亚理工学院)

Comments ICRA2025

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2510.02313 2025-10-03 cs.CV

Clink! Chop! Thud! -- Learning Object Sounds from Real-World Interactions

Mengyu Yang, Yiming Chen, Haozheng Pei, Siddhant Agarwal, Arun Balajee Vasudevan, James Hays

机构 * Georgia Institute of Technology(佐治亚理工学院) Carnegie Mellon University(卡内基梅隆大学)

Comments ICCV 2025. Project page: https://clink-chop-thud.github.io/

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2510.02202 2025-10-03 cs.LG cs.AI

Detection of Chagas Disease from the ECG: The George B. Moody PhysioNet Challenge 2025

Matthew A. Reyna, Zuzana Koscova, Jan Pavlus, Soheil Saghafi, James Weigle, Andoni Elola, Salman Seyedi, Kiersten Campbell, Qiao Li, Ali Bahrami Rad, Antônio H. Ribeiro, Antonio Luiz P. Ribeiro, Reza Sameni, Gari D. Clifford

机构 * Department of Biomedical Informatics, Emory University(埃默里大学生物医学信息学系) Department of Electronic Technology, University of the Basque Country UPV/EHU(巴斯克国家大学UPV/EHU电子技术系) Department of Information Technology, Uppsala University(乌普萨拉大学信息科技系) Telehealth Center from Hospital das Clínicas, Universidade Federal de Minas Gerais(弗拉门戈联邦大学医院诊所的远程医疗中心) Department of Biomedical Engineering, Georgia Institute of Technology(佐治亚理工学院生物医学工程系) Emory University(埃默里大学)

Comments 13 pages, 2 figures

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2503.11835 2025-10-03 cs.LG cs.CV

How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and Outlook

Haoxin Liu, Harshavardhan Kamarthi, Zhiyuan Zhao, Shangqing Xu, Shiyu Wang, Qingsong Wen, Tom Hartvigsen, Fei Wang, B. Aditya Prakash

机构 * Georgia Institute of Technology(佐治亚理工学院) Bytedance Inc.(字节跳动公司) Squirrel AI, USA(squirrel AI 美国分公司) The University of Virginia(弗吉尼亚大学) Cornell University(康奈尔大学)

Comments Github Repo: https://github.com/AdityaLab/MM4TSA Updated to include papers accepted by IJCAI25, KDD25, ICML25, NeurIPS25 4 figures or tables, 19 pages, 251 references

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2411.19557 2025-10-03 cs.CL cs.AI cs.LG

Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning

Kaustubh Ponkshe, Raghav Singhal, Eduard Gorbunov, Alexey Tumanov, Samuel Horvath, Praneeth Vepakomma

机构 * Mohamed bin Zayed University of Artificial Intelligence(穆罕默德·本·扎耶德人工智能大学) Georgia Institute of Technology(佐治亚理工学院) Massachusetts Institute of Technology(麻省理工学院)

Comments Kaustubh Ponkshe and Raghav Singhal contributed equally to this work

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2409.20514 2025-10-02 cs.RO

Opt2Skill: Imitating Dynamically-feasible Whole-Body Trajectories for Versatile Humanoid Loco-Manipulation

Fukang Liu, Zhaoyuan Gu, Yilin Cai, Ziyi Zhou, Hyunyoung Jung, Jaehwi Jang, Shijie Zhao, Sehoon Ha, Yue Chen, Danfei Xu, Ye Zhao

机构 * Institute for Robotics and Intelligent Machines, Georgia Institute of Technology(机器人与智能机构研究所,佐治亚理工学院)

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2409.19168 2025-10-02 cs.RO cs.FL

Optimization-based Task and Motion Planning under Signal Temporal Logic Specifications using Logic Network Flow

Xuan Lin, Jiming Ren, Samuel Coogan, Ye Zhao

机构 * George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology(佐治亚理工学院机械工程学院) Georgia Institute of Technology(佐治亚理工学院) School of Electrical and Computer Engineering, Georgia Institute of Technology(佐治亚理工学院电气与计算机工程学院)

Comments Accepted to IEEE International Conference on Robotics and Automation (ICRA) 2025

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2408.05702 2025-10-02 cs.LG cs.SY eess.SY nlin.CD

Predicting Chaotic System Behavior using Machine Learning Techniques

Huaiyuan Rao, Yichen Zhao, Qiang Lai

机构 * School of Electrical and Computer Engineering, Georgia Institute of Technology(电气与计算机工程学院,佐治亚理工学院) School of Electrical and Automation Engineering, East China Jiaotong University(电气自动化工程学院,东华交通大学)

Comments 8 pages, 15 figures

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2509.23602 2025-10-01 cs.CV

Deep Taxonomic Networks for Unsupervised Hierarchical Prototype Discovery

Zekun Wang, Ethan Haarer, Tianyi Zhu, Zhiyi Dai, Christopher J. MacLellan

机构 * Georgia Institute of Technology(佐治亚理工学院) University of Virginia(弗吉尼亚大学)

Comments NeurIPS 2025

Journal ref NeurIPS 2025

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