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检索条件"机构=Parallel & Distributed Processing Lab"
81 条 记 录,以下是11-20 订阅
排序:
Graph pooling via coarsened graph infomax
arXiv
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arXiv 2021年
作者: Pang, Yunsheng Zhao, Yunxiang Li, Dongsheng The University of Melbourne National Lab for Parallel and Distributed Processing College of Computer National University of Defense Technology
Graph pooling that summaries the information in a large graph into a compact form is essential in hierarchical graph representation learning. Existing graph pooling methods either suffer from high computational comple... 详细信息
来源: 评论
Trust-worth multi-representation learning for audio classification with uncertainty estimation
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The Journal of the Acoustical Society of America 2023年 第3_SUPPLEMENT期153卷 A125-A125页
作者: Kele Xu Kang You Ming Feng Boqing Zhu National Key Lab. of Parallel and Distributed Processing (PDL) 107 Yanwachi Changsha 410073 China kelele.xu@*** Tongji Univ. Shanghai China National Key Lab. of Parallel and Distributed Processing (PDL) Changsha China
Multi-view learning has been explored for audio classification tasks, exploiting different representations of audio signals, ranging from MFCC, CQT, to raw signals. The quality of each view may vary for different audi...
来源: 评论
FINT: FIELD-AWARE INTERACTION NEURAL NETWORK FOR CTR PREDICTION
arXiv
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arXiv 2021年
作者: Zhao, Zhishan Yang, Sen Liu, Guohui Feng, Dawei Xu, Kele iQIYI Inc. China National Key Lab of Parallel and Distributed Processing Changsha China National University of Defense Technology Changsha China
As a critical component for online advertising and marketing, click-through rate (CTR) prediction has drawn lots of attention from both industry and academia. Recently, deep learning has become the mainstream methodol... 详细信息
来源: 评论
Atomic-action-based Contrastive Network for Weakly Supervised Temporal Language Grounding
Atomic-action-based Contrastive Network for Weakly Supervise...
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IEEE International Conference on Multimedia and Expo (ICME)
作者: Hongzhou Wu Yifan Lyu Xingyu Shen Xuechen Zhao Mengzhu Wang Xiang Zhang Zhigang Luo Parallel and Distributed Processing Lab National University of Defense Technology Changsha China Institute of Software Chinese Academy of Sciences University of Chinese Academy of Sciences Beijing China School of Computer National University of Defense Technology Changsha China Institute for Quantum Information and the State Key Lab of High Performance Computing National University of Defense Technology Changsha China
As one knows, an event often consists of several actions while each action is atomic. Inspired by this insight, we propose a novel framework named Atomic-action-based Contrastive Network model (ACN) for weakly supervi...
来源: 评论
Improving Ultrasound Tongue Contour Extraction Using U-Net and Shape Consistency-Based Regularizer
Improving Ultrasound Tongue Contour Extraction Using U-Net a...
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IEEE International Conference on Acoustics, Speech and Signal processing
作者: Ming Feng Yin Wang Kele Xu Huaimin Wang Bo Ding Tongji University Shanghai China National Key Lab of Parallel and Distributed Processing Changsha China College of Computer National University of Defense Technology Changsha China
B-mode ultrasound tongue imaging is widely used to visualize the tongue motion, due to its appearing properties. Extracting the tongue surface contour in the B-mode ultrasound image is still a challenge, while it is a... 详细信息
来源: 评论
Feature and Performance Comparison of FaaS Platforms
Feature and Performance Comparison of FaaS Platforms
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IEEE International Conference on Software Engineering and Service Sciences (ICSESS)
作者: Penghui Ma Peichang Shi Guodong Yi National Key Laboratory of Parallel and Distributed Processing College of Computer Science National University of Defense Technology Changsha China Key Laboratory of Software Engineering for Complex Systems College of Computer Science National University of Defense Technology Changsha China Xiangjiang Lab Changsha China School of Advanced Interdisciplinary Studies Hunan University Of Technology and Business Changsha China
With serverless computing offering more efficient and cost-effective application deployment, the diversity of serverless platforms presents challenges to users, including platform lock-in and costly migration. Moreove...
来源: 评论
Multi-task Pre-training Language Model for Semantic Network Completion
arXiv
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arXiv 2022年
作者: Li, Da Yang, Sen Xu, Kele Yi, Ming He, Yukai Wang, Huaimin Tencent Beijing100084 China Beijing Institute of Microbiology and Epidemiology Beijing100071 China State Key Laboratory of Pathogen and Biosecurity Beijing100071 China National University of Defense Technology Changsha410073 China National Key Lab of Parallel and Distributed Processing Changsha410073 China
Semantic networks, such as the knowledge graph, can represent the knowledge leveraging the graph structure. Although the knowledge graph shows promising values in natural language processing, it suffers from incomplet... 详细信息
来源: 评论
BSE-MAML: Model Agnostic Meta-Reinforcement Learning via Bayesian Structured Exploration
BSE-MAML: Model Agnostic Meta-Reinforcement Learning via Bay...
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IEEE International Conference on Services Computing (SCC)
作者: Haonan Wang Yiyun Zhang Dawei Feng Dongsheng Li Feng Huang National Lab for Parallel and Distributed Processing National University of Defense Technology Changsha China
Deep reinforcement learning (RL) is playing an increasingly important role in web services such as news recommendation, vulnerability detection, and personalized services. Exploration is a key component of RL, which d... 详细信息
来源: 评论
MMDSSE: Multi-client and Multi-keyword Dynamic Searchable Symmetric Encryption for Cloud Storage
MMDSSE: Multi-client and Multi-keyword Dynamic Searchable Sy...
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Annual Conference on Privacy, Security and Trust, PST
作者: Panyu Wu Zhenfu Cao Jiachen Shen Xiaolei Dong Yihao Yang Jun Zhou Liming Fang Zhe Liu Chunpeng Ge Chunhua Su Shanghai Key Laboratory of Trustworthy Computing East China Normal University Shanghai China Research Center for Basic Theories of Intelligent Computing Research Institute of Basic Theories Zhejiang Lab Hangzhou China College of Computer Science and Technology Nanjing University of Aeronautics and Astronautics Nanjing China Science and Technology on Parallel and Distributed Processing Laboratory (PDL) Changsha China Shandong University Jinan China University of Aizu Fukushima Japan
Since data outsourcing poses privacy concerns with data leakage, searchable symmetric encryption (SSE) has emerged as a powerful solution that enables clients to perform query operations on encrypted data while preser...
来源: 评论
PPSS: A Privacy-Preserving Supervision Scheme Based on Blockchain
PPSS: A Privacy-Preserving Supervision Scheme Based on Block...
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IEEE International Conference on Big Data and Cloud Computing (BdCloud)
作者: Ming Chen Peichang Shi Xiang Fu Feng Jiang Fei Gao Penghui Ma Jinzhu Kong National Key Laboratory of Parallel and Distributed Processing College of Computer Science National University of Defense Technology Changsha China Key Laboratory of Software Engineering for Complex Systems College of Computer Science National University of Defense Technology Changsha China Kylin Software Co.LTD Changsha China Zhejiang Lab Hangzhou China
In JointCloud Computing, multi-party participation introduces complexity and uncertainty. For all participants in JointCloud Computing, both continuous supervision and necessary privacy protection are required. Tradit... 详细信息
来源: 评论