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Xiaobo Zhou

University of Macau

18H指数
103论文数
1.4K被引数
收录论文 31
发表时间
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Transcending Memory Constraints in Federated Learning via Sequential Block-Wise Training通过顺序分块训练超越联邦学习的内存限制
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2026-09-29
err0
PREAI
errWu, Yebo; Li, Jingguang; Tian, Chunlin; Tam, Kahou; Xu, Zichen; Zhou, Xiaobo; Li, Li
err分享
err收藏
Malope: Memory-Aware and Locality-Preserved Graph Neural Network TrainingMalope：基于内存感知和局部性保持的图神经网络训练
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2026-09-01
err0
PREAI
errShen, Junkun; Che, Yuezhi; Zhou, Haoran; Zhao, Lingxiao; Zhou, Xiaobo; Cheng, Dazhao
err分享
err收藏
Investigating Chinese Tourists’ Privacy Perceptions and Management of Smart Technology Applications in Tourism探究中国游客对旅游中智能技术应用隐私感知与管理
errInternational Journal of Human-Computer Interaction
IF4.9
err2026-07-30
err0
PREAI
errMolly Zhuangtong Huang; Yuanquan Hu; Fiona X. Yang; Chuang Hu; Dazhao Cheng; Xiaobo Zhou; Jingjie Li; Kanye Ye Wang
err分享
err收藏
Facilitating Fuzzing-Based Simulation Testing of Autonomous Driving System Through Inter-Vehicle Interaction Modeling通过车辆间交互建模促进基于模糊测试的自动驾驶系统仿真测试
errIEEE Transactions on Computers
IF3.8
err2026-07-10
err0
PREAI
errWanqi Zhang; Kanye Ye Wang; Xiaobo Zhou
err分享
err收藏
Emotions in Fandom Crowdfunding: Investigating How Online Interactions Affect Collaborative Monetary Activities粉丝社群众筹中的情绪：探究在线互动如何影响协作性金融活动
errACM Transactions on Computer-Human Interaction
IF6.6
err2025-12-01
err0
PREAI
errHuang, Molly Zhuangtong; Lu, Zhicong; Huang, Caishi; Li, Zhenning; Zhao, Hantao; Zhou, Xiaobo; Cheng, Dazhao; Wang, Kanye Ye
err分享
err收藏
m$^{2}$2LLM: A Multi-Dimensional Optimization Framework for LLM Inference on Mobile Devicesm$^{2}$2LLM: 一种适用于移动设备上LLM推理的多维优化框架
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2025-10-01
err0
PREAI
errKaiyuan Liu; Xiaobo Zhou; Li Li
err分享
err收藏
Streamlining Data Transfer in Collaborative SLAM Through Bandwidth-Aware Map Distillation通过带宽感知地图蒸馏优化协作式SLAM中的数据传输
errIEEE Transactions on Mobile Computing
IF9.2
err2025-08-01
err0
PREAI
errRui Ge; Huanghuang Liang; Zheng Gong; Chuang Hu; Xiaobo Zhou; Dazhao Cheng
err分享
err收藏
Can Market Timing Improve Portfolio Performance? Evidence from the Chinese Stock Market市场择时能否提升投资组合绩效？——来自中国股票市场的证据
errEmerging Markets Finance and Trade
IF3.1
err2025-06-26
err0
PREAI
errChonghui Jiang; Xiaobo Zhou; Qi Jiang
err分享
err收藏
How Can the Integrated Routing and Scheduling Enhance Optimality Bounds of Time-Sensitive Transmission集成路由与调度如何提升时间敏感传输的最优性界限
errIEEE Communications Magazine
IF8.2
err2025-02-17
err0
PREAI
errZhenrui Cao; Tie Qiu; Qingyong Deng; Haolin Liu; Xiaobo Zhou
err分享
err收藏
Development and Characterization of CD44-Targeted X-Aptamers with Enhanced Binding Affinity for Cancer Therapeutics
errBIOENGINEERING-BASEL
IF3.7
err2025-01-26
err0
errOAAI
errWang, Hongyu; He, Weiguo; Elizondo-Riojas, Miguel-Angel; Zhou, Xiaobo; Lee, Tae Jin; Gorenstein, David G.
err分享
err收藏
Deep weighted survival neural networks to survival risk prediction基于深度加权生存神经网络的生存风险预测
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2024-11-15
err0
errOAAI
errYu, Hui; Wang, Qingyong; Zhou, Xiaobo; Gu, Lichuan; Zhao, Zihao
err分享
err收藏
DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2024-11-01
err0
PREAI
errZhou, Haoran; Rang, Wei; Chen, Hongyang; Zhou, Xiaobo; Cheng, Dazhao
err分享
err收藏
Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2024-11-01
err0
PREAI
errXia, Yaqi; Zhang, Zheng; Yang, Donglin; Hu, Chuang; Zhou, Xiaobo; Chen, Hongyang; Sang, Qianlong; Cheng, Dazhao
err分享
err收藏
DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning (vol 11, pg 3111, 2023)DNN手术: 通过层划分加速DNN边缘推断 (第11卷，3111页，2023)
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2024-07-01
err0
PREAI
errLiang, Huanghuang; Sang, Qianlong; Hu, Chuang; Cheng, Dazhao; Zhou, Xiaobo; Wang, Dan; Bao, Wei; Wang, Yu
err分享
err收藏
Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-07-01
err3
PREAI
errWang, Hulin; Yang, Donglin; Xia, Yaqi; Zhang, Zheng; Wang, Qigang; Fan, Jianping; Zhou, Xiaobo; Cheng, Dazhao
err分享
err收藏
Incendio: Priority-Based Scheduling for Alleviating Cold Start in Serverless Computing
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-07-01
err2
PREAI
errCai, Xinquan; Sang, Qianlong; Hu, Chuang; Gong, Yili; Suo, Kun; Zhou, Xiaobo; Cheng, Dazhao
err分享
err收藏
MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2024-06-01
err0
PREAI
errZhang, Zheng; Xia, Yaqi; Wang, Hulin; Yang, Donglin; Hu, Chuang; Zhou, Xiaobo; Cheng, Dazhao
err分享
err收藏
A unified hybrid memory system for scalable deep learning and big data applications用于可扩展深度学习和大数据应用的统一混合存储系统
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2024-04-01
err1
PREAI
errRang, Wei; Liang, Huanghuang; Wang, Ye; Zhou, Xiaobo; Cheng, Dazhao
err分享
err收藏
Locality-Aware and Fault-Tolerant Batching for Machine Learning on Distributed Datasets
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2024-04-01
err0
PREAI
errLiu, Liu; Ding, Zhijun; Cheng, Dazhao; Zhou, Xiaobo
err分享
err收藏
TAPU: A Transmission-Analytics Processing Unit for Accelerating Multifunctions in IoT GatewaysTAPU: 用于加速物联网网关多功能的传输分析处理单元
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-10-15
err1
PREAI
errLiang, Huanghuang; Sang, Qianlong; Hu, Chuang; Gong, Yili; Cheng, Dazhao; Zhou, Xiaobo; Wang, Yu
err分享
err收藏

研究方向

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合作学者
合作期刊
M
Melvin I. Simon
H 指数: 122 · 论文数: 457
F
Franz Hofmann
H 指数: 113 · 论文数: 772
T
Thomas Wieland
H 指数: 75 · 论文数: 470
S
Stephen T.C. Wong
H 指数: 73 · 论文数: 1.1K
P
Peter Ruth
H 指数: 67 · 论文数: 305
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