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论文发表

PUBLICATIONS

Adaptive clustering based personalized federated learning framework for next poi recommendation with location noise

Ziming Ye; Xiao Zhang; Xu Chen; Hui Xiong; Dongxiao Yu

EEE Transactions on Knowledge and Data Engineering

Year: 2023

BibTeX@ARTICLE{10241965, author={Ye, Ziming and Zhang, Xiao and Chen, Xu and Xiong, Hui and Yu, Dongxiao}, journal={IEEE Transactions on Knowledge and Data Engineering}, title={Adaptive Clustering Based Personalized Federated Learning Framework for Next POI Recommendation With Location Noise}, year={2024}, volume={36}, number={5}, pages={1843-1856}, keywords={Federated learning;Adaptation models;Servers;Noise measurement;Predictive models;Trajectory;Data models;Next POI recommendation;federated learning;location noise;personalized recommendation}, doi={10.1109/TKDE.2023.3312511}}

Model Poisoning Attack on Neural Network without Reference Data

Xianglong Zhang; Huanle Zhang; Guoming Zhang; Hong Li; Dongxiao Yu; Xiuzhen Cheng; Pengfei Hu

IEEE Transactions on Computers

Year: 2023

BibTeX@ARTICLE{10135160, author={Zhang, Xianglong and Zhang, Huanle and Zhang, Guoming and Li, Hong and Yu, Dongxiao and Cheng, Xiuzhen and Hu, Pengfei}, journal={IEEE Transactions on Computers}, title={Model Poisoning Attack on Neural Network Without Reference Data}, year={2023}, volume={72}, number={10}, pages={2978-2989}, keywords={Data models;Training;Computational modeling;Feature extraction;Neural networks;Predictive models;Neurons;Machine learning security;model poisoning attack;neural networks}, doi={10.1109/TC.2023.3280133}}

An Adaptive and Modular Blockchain Enabled Architecture for a Decentralized Metaverse

Ye Cheng; Yihao Guo; Minghui Xu; Qin Hu; Dongxiao Yu; Xiuzhen Cheng

IEEE Journal on Selected Areas in Communications

Year: 2023

BibTeX@ARTICLE{10368181, author={Cheng, Ye and Guo, Yihao and Xu, Minghui and Hu, Qin and Yu, Dongxiao and Cheng, Xiuzhen}, journal={IEEE Journal on Selected Areas in Communications}, title={An Adaptive and Modular Blockchain Enabled Architecture for a Decentralized Metaverse}, year={2024}, volume={42}, number={4}, pages={893-904}, keywords={Metaverse;Blockchains;Industries;Security;Computer architecture;Protocols;Collaboration;Metaverse;modular blockchain;adaptive;non-fungible resource}, doi={10.1109/JSAC.2023.3345432}}

Byzantine-resilient federated learning at edge

Youming Tao; Sijia Cui; Wenlu Xu; Haofei Yin; Dongxiao Yu; Weifa Liang; Xiuzhen Cheng

IEEE Transactions on Computers

Year: 2023

BibTeX@ARTICLE{10070815, author={Tao, Youming and Cui, Sijia and Xu, Wenlu and Yin, Haofei and Yu, Dongxiao and Liang, Weifa and Cheng, Xiuzhen}, journal={IEEE Transactions on Computers}, title={Byzantine-Resilient Federated Learning at Edge}, year={2023}, volume={72}, number={9}, pages={2600-2614}, keywords={Heavily-tailed distribution;Error analysis;Resilience;Distributed databases;Training;Servers;Federated learning;Byzantine resilience;communication efficiency;edge intelligent systems;federated learning}, doi={10.1109/TC.2023.3257510}}

A Multi-Version Decentralized Storage Network Built on DAG-based Blockchain

Hechuan Guo; Minghui Xu; Jiahao Zhang; Chunchi Liu; Dongxiao Yu; Schahram Dustdar; Xiuzhen Cheng

IEEE Transactions on Computers

Year: 2023

BibTeX@ARTICLE{10159425, author={Guo, Hechuan and Xu, Minghui and Zhang, Jiahao and Liu, Chunchi and Yu, Dongxiao and Dustdar, Schahram and Cheng, Xiuzhen}, journal={IEEE Transactions on Computers}, title={FileDAG: A Multi-Version Decentralized Storage Network Built on DAG-Based Blockchain}, year={2023}, volume={72}, number={11}, pages={3191-3202}, keywords={Blockchains;Indexing;Costs;Databases;Concurrent computing;Object recognition;Metadata;Decentralized storage networks;DAG-based blockchain;deduplication;file indexing}, doi={10.1109/TC.2023.3288760}}

A Distributed Privacy-Preserving Learning Dynamics in General Social Networks

Youming Tao; Shuzhen Chen; Feng Li; Dongxiao Yu; Jiguo Yu; Hao Sheng

IEEE Transactions on Knowledge and Data Engineerin

Year: 2023

BibTeX@ARTICLE{10035414, author={Tao, Youming and Chen, Shuzhen and Li, Feng and Yu, Dongxiao and Yu, Jiguo and Sheng, Hao}, journal={IEEE Transactions on Knowledge and Data Engineering}, title={A Distributed Privacy-Preserving Learning Dynamics in General Social Networks}, year={2023}, volume={35}, number={9}, pages={9547-9561}, keywords={Social networking (online);Privacy;Servers;Decision making;Topology;Network topology;Spread spectrum communication;Distributed learning;privacy preservation;social networks}, doi={10.1109/TKDE.2023.3241442}}

A GPU-Enabled Real-Time Framework for Compressing and Rendering Volumetric Videos

Dongxiao Yu; Ruopeng Chen; Xin Li; Mengbai Xiao; Guanghui Zhang; Yao Liu

IEEE Transactions on Computers

Year: 2023

BibTeX@ARTICLE{10360355, author={Yu, Dongxiao and Chen, Ruopeng and Li, Xin and Xiao, Mengbai and Zhang, Guanghui and Liu, Yao}, journal={IEEE Transactions on Computers}, title={A GPU-Enabled Real-Time Framework for Compressing and Rendering Volumetric Videos}, year={2024}, volume={73}, number={3}, pages={789-800}, keywords={Videos;Point cloud compression;Three-dimensional displays;Octrees;Decoding;Image color analysis;Streaming media;Volumetric video;point cloud compression}, doi={10.1109/TC.2023.3343104}}

Maximal Clique Search in Weighted Graphs

Dongxiao Yu; Lifang Zhang; Qi Luo; Xiuzhen Cheng; Zhipeng Cai

IEEE Transactions on Knowledge and Data Engineerin

Year: 2023

BibTeX@ARTICLE{10025375, author={Yu, Dongxiao and Zhang, Lifang and Luo, Qi and Cheng, Xiuzhen and Cai, Zhipeng}, journal={IEEE Transactions on Knowledge and Data Engineering}, title={Maximal Clique Search in Weighted Graphs}, year={2023}, volume={35}, number={9}, pages={9421-9432}, keywords={Computational modeling;Indexes;Search problems;Proteins;Federated learning;Uncertainty;Topology; $k$ k -clique;graph queries;index construction;weighted graphs}, doi={10.1109/TKDE.2023.3239409}}

Distributed Truss Computation in Dynamic Graphs

Ziwei Mo; Qi Luo; Dongxiao Yu; Hao Sheng; Jiguo Yu; Xiuzhen Cheng

Tsinghua Science and Technology

Year: 2023

BibTeX@ARTICLE{10130042, author={Mo, Ziwei and Luo, Qi and Yu, Dongxiao and Sheng, Hao and Yu, Jiguo and Cheng, Xiuzhen}, journal={Tsinghua Science and Technology}, title={Distributed Truss Computation in Dynamic Graphs}, year={2023}, volume={28}, number={5}, pages={873-887}, keywords={Heuristic algorithms;Computational modeling;Scalability;Batch production systems;Maintenance engineering;Synchronization;Distributed algorithms;distributed algorithm;dynamic graph;graph mining;cohesive subgraph;$k$-truss}, doi={10.26599/TST.2022.9010019}}

CWDC: Optimal Approaches to Connect Weak Devices in Distributed Clouding

Yifei Zou; Zuoyuan Zhang; Peng Wang; Dongxiao Yu; Xiuzhen Cheng

IEEE Network

Year: 2023

BibTeX@ARTICLE{10273414, author={Zou, Yifei and Zhang, Zuoyuan and Wang, Peng and Yu, Dongxiao and Cheng, Xiuzhen}, journal={IEEE Network}, title={CWDC: Optimal Approaches to Connect Weak Devices in Distributed Clouding}, year={2024}, volume={38}, number={1}, pages={163-171}, keywords={Cloud computing;Wireless communication;Interference;Hardware;Fading channels;Wearable sensors;Wearable computers;Spread spectrum communication;Wireless networks;Multihop Connectivity;Distributed Clouding;Wireless Network;Weak Device}, doi={10.1109/MNET.2023.3321544}}

Optimized Consensus for Blockchain in Internet of Things Networks via Reinforcement Learning

Yifei Zou; Zongjing Jin; Yanwei Zheng; Dongxiao Yu; Tian Lan

Tsinghua Science and Technology

Year:

BibTeX@ARTICLE{10197196, author={Zou, Yifei and Jin, Zongjing and Zheng, Yanwei and Yu, Dongxiao and Lan, Tian}, journal={Tsinghua Science and Technology}, title={Optimized Consensus for Blockchain in Internet of Things Networks via Reinforcement Learning}, year={2023}, volume={28}, number={6}, pages={1009-1022}, keywords={Fault tolerance;Wireless networks;Fault tolerant systems;Reinforcement learning;Proof of Work;Consensus protocol;Delays;consensus in blockchain;Proof-of-Communication (PoC);MultiAgent Reinforcement Learning (MARL);Internet of Things (IoT) networks}, doi={10.26599/TST.2022.9010045}}

Nfchain: A practical fingerprinting scheme for nfc tag authentication

Yanni Yang; Jiannong Cao; Zhenlin An; Yanwen Wang; Pengfei Hu; Guoming Zhang

IEEE INFOCOM 2023-IEEE Conference on Computer Comm

Year: 2023

BibTeX@INPROCEEDINGS{10229040, author={Yang, Yanni and Cao, Jiannong and An, Zhenlin and Wang, Yanwen and Hu, Pengfei and Zhang, Guoming}, booktitle={IEEE INFOCOM 2023 - IEEE Conference on Computer Communications}, title={NFChain: A Practical Fingerprinting Scheme for NFC Tag Authentication}, year={2023}, volume={}, number={}, pages={1-10}, keywords={Protocols;Fluctuations;Scalability;Neural networks;Authentication;Fingerprint recognition;Excavation;NFC tag;physical-layer hardware fingerprinting;authentication}, doi={10.1109/INFOCOM53939.2023.10229040}}

Runtime Row/Column Activation Pruning for ReRAM-based Processing-in-Memory DNN Accelerators

Xikun Jiang; Zhaoyan Shen; Siqing Sun; Ping Yin; Zhiping Jia; Lei Ju; Zhiyong Zhang; Dongxiao Yu

IEEE/ACM International Conference on Computer Aid

Year: 2023

BibTeX@INPROCEEDINGS{10323699, author={Jiang, Xikun and Shen, Zhaoyan and Sun, Siqing and Yin, Ping and Jia, Zhiping and Ju, Lei and Zhang, Zhiyong and Yu, Dongxiao}, booktitle={2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)}, title={Runtime Row/Column Activation Pruning for ReRAM-based Processing-in-Memory DNN Accelerators}, year={2023}, volume={}, number={}, pages={1-9}, keywords={Runtime;Design automation;Computational modeling;Memory management;Energy conservation;Random access memory;Energy efficiency;Processing-in-memory;ReRAM;Activation Pruning;Neural Network}, doi={10.1109/ICCAD57390.2023.10323699}}

Resource-adaptive newton’s method for distributed learning

International Computing and Combinatorics Conferen

Year:

Communication Resources Limited Decentralized Learning with Privacy Guarantee through Over-the-Air Computation

Proceedings of the Twenty-fourth International Sym

Year:

Ginver: Generative Model Inversion Attacks Against Collaborative Inference

Proceedings of the ACM Web Conference

Year: 2023

HiPo: Detecting Fake News via Historical and Multi-Modal Analyses of Social Media Posts

Proceedings of the 32nd ACM International Conferen

Year: 2023

Latency-First Smart Contract: Overclock the Blockchain for a while

Huayi Qi; Minghui Xu; Xiuzhen Cheng; Weifeng Lyu

Cryptology ePrint Archive

Year: 2023

BibTeX@INPROCEEDINGS{10228992, author={Qi, Huayi and Xu, Minghui and Cheng, Xiuzhen and Lyu, Weifeng}, booktitle={IEEE INFOCOM 2023 - IEEE Conference on Computer Communications}, title={Latency-First Smart Contract: Overclock the Blockchain for a while}, year={2023}, volume={}, number={}, pages={1-10}, keywords={Computational modeling;Smart contracts;Programming;Blockchains;Timing;Clocks;latency-first smart contract;Ethereum;blockchain}, doi={10.1109/INFOCOM53939.2023.10228992}}

mmecho: A mmwave-based acoustic eavesdropping method

Pengfei Hu; Wenhao Li; Riccardo Spolaor; Xiuzhen Cheng

IEEE Symposium on Security and Privacy (SP), San F

Year: 2023

BibTeX@INPROCEEDINGS{10179484, author={Hu, Pengfei and Li, Wenhao and Spolaor, Riccardo and Cheng, Xiuzhen}, booktitle={2023 IEEE Symposium on Security and Privacy (SP)}, title={mmEcho: A mmWave-based Acoustic Eavesdropping Method}, year={2023}, volume={}, number={}, pages={1840-1856}, keywords={Vibrations;Millimeter wave measurements;Millimeter wave technology;Vibration measurement;Signal processing;Insulators;Acoustics;mmWave radar;Audio eavesdropping;Vibrations;Signal processing}, doi={10.1109/SP46215.2023.10179484}}

Plug and power: Fingerprinting usb powered peripherals via power side-channel

Riccardo Spolaor; Hao Liu; Federico Turrin; Mauro Conti; Xiuzhen Cheng

IEEE INFOCOM 2023-IEEE Conference on Computer Comm

Year: 2023

BibTeX@INPROCEEDINGS{10229048, author={Spolaor, Riccardo and Liu, Hao and Turrin, Federico and Conti, Mauro and Cheng, Xiuzhen}, booktitle={IEEE INFOCOM 2023 - IEEE Conference on Computer Communications}, title={Plug and Power: Fingerprinting USB Powered Peripherals via Power Side-channel}, year={2023}, volume={}, number={}, pages={1-10}, keywords={Performance evaluation;Power demand;Power measurement;Computational modeling;Fingerprint recognition;Universal Serial Bus;Malware;USB Security;Power Side-Channel;USB peripherals;Hardware fingerprinting}, doi={10.1109/INFOCOM53939.2023.10229048}}

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智能计算研究所

Institute of Intelligent Computing

数链融合技术教育部工程研究中心

山东省数链融合技术创新中心

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