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检索条件"任意字段=6th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP"
292 条 记 录,以下是41-50 订阅
排序:
parallel Implementation of Number-theoretic Transform on GPU Clusters  24th
Parallel Implementation of Number-Theoretic Transform on G...
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Takahashi, Daisuke Center for Computational Sciences University of Tsukuba 1-1-1 Tennodai Ibaraki Tsukuba305-8577 Japan
In this paper, we propose a parallel implementation of the number-theoretic transform (NTT) on GPU clusters. the butterfly operation of the NTT can be performed using modular addition, subtraction, and multiplica... 详细信息
来源: 评论
Towards Information Sharing Beetle Antennae Search Optimization  24th
Towards Information Sharing Beetle Antennae Search Optimizat...
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Liu, Xuan Wang, Chenyan Liu, Wenjian Zhang, Lefeng Liu, Xianggan Gao, Yutong Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE Minzu University of China Beijing China Hainan International College of Minzu University of China Li’an International Education Innovation pilot Zone Hainan China City University of Macau China Natural Language Processing and Knowledge Graph Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China
the study of bioinformatics-based evolutionary computation has long been of significant interest within the scientific community. Beetle antennae search algorithm is widely used because of its lightweight, however, it... 详细信息
来源: 评论
Data Poisoning Attack Against Reinforcement Learning from Human Feedback in Robot Control Tasks  24th
Data Poisoning Attack Against Reinforcement Learning from H...
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Zhou, Zihui Gao, Yutong Qi, Minfeng Wuhan430074 China Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance Ministry of Education Minzu University of China Beijing100081 China Hainan International College of Minzu University of China Li’an International Education Innovation pilot Zone Hainan572499 China City University of Macau 999078 China
Reinforcement Learning from Human Feedback (RLHF) technology provides a method for agents to learn human preferences and perform actions that satisfy human desires. this technology was originally used to complete robo... 详细信息
来源: 评论
PEbfs: Implement High-Performance Breadth-First Search on PEZY-SC3s  24th
PEbfs: Implement High-Performance Breadth-First Search on P...
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Guo, Weihao Wang, Qinglin Liu, Xiaodong Peng, Muchun Yang, Shun Liang, Yaling Shi, Yongzhen Cao, Ligang Liu, Jie Laboratory of Digitizing Software for Frontier Equipment National University of Defense Technology Changsha410073 China National Key Laboratory of Parallel and Distributed Computing National University of Defense Technology Changsha410073 China Engineering Research Center for National Fundamental Software National University of Defense Technology Changsha410073 China
the breadth-first search (BFS) algorithm is a fundamental algorithm in graph theory, and it’s parallelization can significantly improve performance. therefore, there have been numerous efforts to leverage the powerfu... 详细信息
来源: 评论
Federated Learning and parallel Prompt Scheduling Strategies for Large Language Models  24th
Federated Learning and Parallel Prompt Scheduling Strategie...
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Lv, Guangtong Gu, Bruce Jia, Xiaocong Gao, Longxiang Qu, Youyang Cui, Lei Jinan China Shandong Provincial Key Laboratory of Computer Power Internet and Service Computing Shandong Fundamental Research Center for Computer Science Jinan China
Large language models have garnered significant attention and are widely utilized across different fields due to their impressive performance. However, centralized training of these models can pose privacy risks like ... 详细信息
来源: 评论
Hybridization of One- and Two-Point Bandits Convex Optimization in Non-stationary Environments  24th
Hybridization of One- and Two-Point Bandits Convex Optimiz...
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Zeng, Gailun Guo, Jianxiong Advanced Institute of Natural Sciences Beijing Normal University Zhuhai China Hong Kong Baptist University Hong Kong Guangdong Key Lab of AI and Multi-modal Data Processing Department of Computer Science BNU-HKBU United International College Zhuhai China
Bandit Convex Optimization (BCO) is an imperative analysis framework when dealing with sequential decision-making problems. Considering to balance the computational cost and bounds of regrets, in this paper, we propos... 详细信息
来源: 评论
MARO: Enabling Full MPI Automatic Refactoring in DSL-Based Programming Framework  24th
MARO: Enabling Full MPI Automatic Refactoring in DSL-Based ...
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Lei, Tong Chen, Zongjing Che, Yonggang Xu, Chuanfu Laboratory of Digitizing Software for Frontier Equipment National University of Defense Technology Changsha410073 China National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology Changsha410073 China
Currently, the landscape of computer hardware architecture presents the characteristics of heterogeneity and diversity, prompting widespread attention to cross-platform portable parallel programming techniques. Most e... 详细信息
来源: 评论
A Mini-model can Make Machine Unlearning Better  24th
A Mini-model can Make Machine Unlearning Better
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Zhao, Mingkang Yu, Weng Zhu, Congcong China University of Geosciences Wuhan China Ministry of Education Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance School of Information Engineering Beijing China Hainan International College of Minzu University of China Li’an International Education Innovation pilot Zone Hainan572499 China City University of Macau 999078 China
In recent years, with the development of machine learning, plenty of personal data have been utilized in the training process of the models which incurs severe privacy leakage in the field. Current regulations mandate... 详细信息
来源: 评论
Dynamic Offloading Control for Waste Sorting Based on Deep Q-Network  24th
Dynamic Offloading Control for Waste Sorting Based on Deep...
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Wang, Jing Wang, Xiaoyang Guo, Jianxiong Tang, Zhiqing Ding, Xingjian Wang, Tian Advanced Institute of Natural Sciences Beijing Normal University Zhuhai China Guangdong Key Lab of AI and Multi-modal Data Processing Department of Computer Science BNU-HKBU United International College Zhuhai China Faculty of Information Technology Beijing University of Technology Beijing China
With the increasing concern for environmental protection and resource optimization, efficient waste sorting has become a serious challenge today. In this paper, we propose a new offloading control problem that aims to... 详细信息
来源: 评论
Dynamic Privacy Protection with Large Language Model in Social Networks  24th
Dynamic Privacy Protection with Large Language Model in So...
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24th international conference on algorithms and architectures for parallel processing, ica3pp 2024
作者: Xie, Yizhe Zhu, Congcong Zhang, Xinyue Hu, Xiangyu Liu, Xuan School of Data Science City University of Macau Macau China Hainan International College Minzu University of China Hainan China School of Information Engineering Minzu University of China Beijing China School of Information and Software Engineering University of Electronic Science and Technology of China Sichuan China
In contemporary social networks, dynamic privacy protection remains a pivotal yet challenging endeavor due to the intricate and evolving nature of information exchange. Traditional privacy models, predominantly static... 详细信息
来源: 评论