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检索条件"机构=School of Computer and Data Engineering"
11121 条 记 录,以下是4891-4900 订阅
排序:
Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery (Extended Abstract)  39
Copula Guided Parallel Gibbs Sampling for Nonparametric and ...
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39th IEEE International Conference on data engineering, ICDE 2023
作者: Lin, Lihui Rao, Yanghui Xie, Haoran Lau, Raymond Y. K. Yin, Jian Wang, Fu Lee Li, Qing Sun Yat-sen University School of Computer Science and Engineering Guangzhou China Lingnan University Department of Computing and Decision Sciences New Territories Hong Kong City University of Hong Kong Department of Information Systems Kowloon Hong Kong Sun Yat-sen University Guangdong Key Laboratory of Big Data Analysis and Processing Guangzhou China Hong Kong Metropolitan University School of Science and Technology Kowloon Hong Kong The Hong Kong Polytechnic University Department of Computing Kowloon Hong Kong
In terms of the generative process, the Gamma-Gamma-Poisson Process (G2PP) is equivalent to the nonparametric topic model of Hierarchical Dirichlet Process (HDP). Considering the high computational cost of estimating ... 详细信息
来源: 评论
Fine-Grained Partial Label Learning
Fine-Grained Partial Label Learning
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Artificial Intelligence (CAI), IEEE Conference on
作者: Cheng Chen Yueming Lyu Xingrui Yu Jing Li Ivor W Tsang The Australian Artificial Intelligence Institute (AAII) University of Technology Sydney Australia CFAR Agency for Science Technology and Research Singapore IHPC Agency for Science Technology and Research Singapore School of Computer Science and Engineering College of Computing and Data Science Nanyang Technological University Singapore
Partial Label Learning (PLL) involves associating each instance with a candidate label set, which includes the true label along with false positive labels. Traditional PLL approaches typically assume that these false ... 详细信息
来源: 评论
Accelerating Convergence of Score-Based Diffusion Models, Provably
arXiv
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arXiv 2024年
作者: Li, Gen Huang, Yu Efimov, Timofey Wei, Yuting Chi, Yuejie Chen, Yuxin Department of Statistics The Chinese University of Hong Kong Hong Kong Department of Statistics and Data Science Wharton School University of Pennsylvania PhiladelphiaPA19104 United States Department of Electrical and Computer Engineering Carnegie Mellon University PittsburghPA15213 United States
Score-based diffusion models, while achieving remarkable empirical performance, often suffer from low sampling speed, due to extensive function evaluations needed during the sampling phase. Despite a flurry of recent ... 详细信息
来源: 评论
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting
arXiv
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arXiv 2024年
作者: Bilal, Iman Munire Fang, Zheng Arana-Catania, Miguel van Lier, Felix-Anselm Velarde, Juliana Outes Bregazzi, Harry Carter, Eleanor Airoldi, Mara Procter, Rob Department of Computer Science University of Warwick and Alan Turing Institute for Data Science and AI Coventry United Kingdom Faculty of Engineering and Applied Sciences Cranfield University United Kingdom Government Outcomes Lab Blavatnik School of Government University of Oxford Oxford United Kingdom
As academic literature proliferates, traditional review methods are increasingly challenged by the sheer volume and diversity of available research. This article presents a study that aims to address these challenges ... 详细信息
来源: 评论
Large Language Models Could Be Rote Learners
arXiv
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arXiv 2025年
作者: Xu, Yuyang Hu, Renjun Ying, Haochao Wu, Jian Shi, Xing Lin, Wei College of Computer Science and Technology Zhejiang University China School of Data Science and Engineering East China Normal University China State Key Laboratory of Transvascular Implantation Devices The Second Affiliated Hospital Zhejiang University School of Medicine China School of Public Health Zhejiang University China Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence China Alibaba Cloud Computing
Multiple-choice question (MCQ) benchmarks are widely used for evaluating Large Language Models (LLMs), yet their reliability is undermined by benchmark contamination. In this study, we reframe contamination as an inhe... 详细信息
来源: 评论
RSRP Measurement Based Channel Autocorrelation Estimation for IRS-Aided Wideband Communication
arXiv
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arXiv 2024年
作者: Sun, He Zhu, Lipeng Mei, Weidong Zhang, Rui Department of Electrical and Computer Engineering National University of Singapore Singapore117583 Singapore School of Science and Engineering Shenzhen Research Institute of Big Data China The Chinese University of Hong Kong Guangdong Shenzhen518172 China National Key Laboratory of Wireless on Communications University of Electronic Science and Technology of China 611731 China
The passive and frequency-flat reflection of IRS, as well as the high-dimensional IRS-reflected channels, have posed significant challenges for efficient IRS channel estimation, especially in wideband communication sy... 详细信息
来源: 评论
RETIA: Relation-Entity Twin-Interact Aggregation for Temporal Knowledge Graph Extrapolation
RETIA: Relation-Entity Twin-Interact Aggregation for Tempora...
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International Conference on data engineering
作者: Kangzheng Liu Feng Zhao Guandong Xu Xianzhi Wang Hai Jin National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China Data Science and Machine Intelligence Lab University of Technology Sydney Sydney Australia
Temporal knowledge graph (TKG) extrapolation aims to predict future unknown events (facts) based on historical information, and has attracted considerable attention due to its great practical significance. Accurate re...
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Joint Routing and Scheduling for In-Vehicle Networks: A Deterministic Perspective
IEEE Transactions on Intelligent Vehicles
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IEEE Transactions on Intelligent Vehicles 2024年 1-15页
作者: Wang, Wenxun Wang, Wenyong Yu, Haisheng Wu, Bochun Zou, Sai Ni, Wei Zhang, Ji School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu China International Institute of Next Generation Internet Macau University of Science and Technology Macau China State Key Laboratory of Integrated Chips and Systems Fudan University Shanghai China College of Big Data and Information Engineering Guizhou University Guiyang China Data61 Business Unit CSIRO Canberra ACT Australia PA Company SC Branch China Telecom Co. LTD Chendu China
Deterministic transmission refers to the guaranteed delivery of data to its destination within a specific time frame along an optimal route, making it an indispensable prerequisite for the operation of autonomous vehi... 详细信息
来源: 评论
LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization
arXiv
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arXiv 2025年
作者: Zhang, Erica Goto, Ryunosuke Sagan, Naomi Mutter, Jurik Phillips, Nick Alizadeh, Ash Lee, Kangwook Blanchet, Jose Pilanci, Mert Tibshirani, Robert Department of Management Science and Engineering Stanford University Stanford United States Department of Biomedical Data Science Stanford University School of Medicine Stanford United States Department of Electrical Engineering Stanford University Stanford United States Divisions of Oncology and Hematology Stanford University School of Medicine Stanford United States Department of Electrical and Computer Engineering University of Wisconsin-Madison Madison United States Department of Statistics Stanford University Stanford United States
We introduce LLM-Lasso, a novel framework that leverages large language models (LLMs) to guide feature selection in Lasso 1 regression. Unlike traditional methods that rely solely on numerical data, LLM-Lasso incorpor... 详细信息
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Modeling and Risk Analysis of Cooperative Adaptive Cruise Control Systems Based on Petri Nets and Distributed Edge Intelligence
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IEEE Internet of Things Journal 2025年
作者: Yu, Wangyang Cheng, Yumeng Fang, Xianwen Zhai, Xiaojun Wang, Yinglong Jing, Hongyuan Shaanxi Normal University Chang'an District Key Laboratory of Intelligent Computing and Service Technology for Folk Song Ministry of Culture and Tourism Xi'an710119 China Shaanxi Normal University School of Computer Science Chang'an District Xi'an710119 China Anhui University of Science and Technology Anhui Province Engineering Laboratory for Big Data Analysis and Early Warning Technology of Coal Mine Safety Anhui232001 China University of Essex School of Computer Science and Electronic Engineering Colchester United Kingdom Beijing Union University College of Robotics Beijing100101 China
Fueled by advancements in intelligent transportation systems, the Internet of Vehicles (IoV) seeks to connect smart vehicles, road infrastructure, and users into a unified network, enhancing traffic efficiency and red... 详细信息
来源: 评论