Dafang Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 80

Top Venues

ICA3PP (1)

IEEE/ACM Trans. Netw.

INFOCOM

Int. J. Embed. Syst.

Publications

Zulong Diao, Xin Wang, Dafang Zhang, Gaogang Xie, Jianguo Chen, Changhua Pei, Xuying Meng, Kun Xie, Guangxing Zhang
DMSTG: Dynamic Multiview Spatio-Temporal Networks for Traffic Forecasting. IEEE Trans. Mob. Comput. 23 (6) (2024)
Na Hu, Dafang Zhang, Kun Xie, Wei Liang, Kuan-Ching Li, Albert Y. Zomaya
Dynamic multi-scale spatial-temporal graph convolutional network for traffic flow prediction. Future Gener. Comput. Syst. 158 (2024)
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Jigang Wen
A Light-Weight and Robust Tensor Convolutional Autoencoder for Anomaly Detection. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Ke Xu, Donghong Jiang, Yanbiao Li, Xin Wang, Dafang Zhang, Gaogang Xie
MaP: Increasing node capacity of programmable cloud gateways. Comput. Networks 251 (2024)
Na Hu, Dafang Zhang, Wei Liang, Kuan-Ching Li, Arcangelo Castiglione
DSTGCS: an intelligent dynamic spatial-temporal graph convolutional system for traffic flow prediction in ITS. Soft Comput. 28 (9-10) (2024)
Ruotian Xie, Jigang Wen, Xiaodi Chen, Kun Xie, Wei Liang, Naixue Xiong, Dafang Zhang, Gaogang Xie, Kenli Li
M$^{2}$STL: Multi-Range Multi-Level Spatial-Temporal Learning Model for Network Traffic Prediction. IEEE Trans. Netw. Sci. Eng. 11 (5) (2024)
Wei Liang, Yuhui Li, Jianlong Xu, Zheng Qin, Dafang Zhang, Kuan-Ching Li
QoS Prediction and Adversarial Attack Protection for Distributed Services Under DLaaS. IEEE Trans. Computers 73 (3) (2024)
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Hongbo Jiang, Jigang Wen
Neighbor Graph Based Tensor Recovery For Accurate Internet Anomaly Detection. IEEE Trans. Parallel Distributed Syst. 34 (2) (2023)
Wei Liang, Yuhui Li, Kun Xie, Dafang Zhang, Kuan-Ching Li, Alireza Souri, Keqin Li
Spatial-Temporal Aware Inductive Graph Neural Network for C-ITS Data Recovery. IEEE Trans. Intell. Transp. Syst. 24 (8) (2023)
Chunyan Diao, Dafang Zhang, Wei Liang, Kuan-Ching Li, Yujie Hong, Jean-Luc Gaudiot
A Novel Spatial-Temporal Multi-Scale Alignment Graph Neural Network Security Model for Vehicles Prediction. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Na Hu, Dafang Zhang, Kun Xie, Wei Liang, Kuan-Ching Li, Albert Y. Zomaya
Multi-graph fusion based graph convolutional networks for traffic prediction. Comput. Commun. 210 (2023)
Yuhui Li, Wei Liang, Kun Xie, Dafang Zhang, Songyou Xie, Kuan-Ching Li
LightNestle: Quick and Accurate Neural Sequential Tensor Completion via Meta Learning. INFOCOM (2023)
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Jigang Wen
Tripartite Graph Aided Tensor Completion For Sparse Network Measurement. IEEE Trans. Parallel Distributed Syst. 34 (1) (2023)
Junfeng Xie, Dafang Zhang, Wei Li
Exploring Brain Connectivity with Spatial-Temporal Graph Neural Networks for Improved EEG Seizure Analysis. BIBM (2023)
Junfeng Xie, Dafang Zhang, Wei Li
DeepEAG: A deep learning-based hybrid framework for identifying epilepsy-associated genes using a stacking strategy. BIBM (2023)
Lu Ou, Yi He, Shaolin Liao, Zheng Qin, Yuan Hong, Dafang Zhang, Xiaohua Jia
FaceIDP: Face Identification Differential Privacy via Dictionary Learning Neural Networks. IEEE Access 11 (2023)
Wei Liang, Songyou Xie, Dafang Zhang, Xiong Li, Kuan-Ching Li
A Mutual Security Authentication Method for RFID-PUF Circuit Based on Deep Learning. ACM Trans. Internet Techn. 22 (2) (2022)
Xiaocan Li, Kun Xie, Gaogang Xie, Kenli Li, Jiannong Cao, Dafang Zhang, Jigang Wen
Multi-View Matrix Factorization for Sparse Mobile Crowdsensing. IEEE Internet Things J. 9 (24) (2022)
Xiaocan Li, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Dafang Zhang, Jigang Wen
Order-preserved Tensor Completion For Accurate Network-wide Monitoring. IWQoS (2022)
Na Hu, Dafang Zhang, Kun Xie, Wei Liang, Meng-Yen Hsieh
Graph learning-based spatial-temporal graph convolutional neural networks for traffic forecasting. Connect. Sci. 34 (1) (2022)
Kun Xie, Ruotian Xie, Xin Wang, Gaogang Xie, Dafang Zhang, Jigang Wen
NMMF-Stream: A Fast and Accurate Stream-Processing Scheme for Network Monitoring Data Recovery. INFOCOM (2022)
Na Hu, Dafang Zhang, Kun Xie, Wei Liang, Chunyan Diao, Kuan-Ching Li
Multi-range bidirectional mask graph convolution based GRU networks for traffic prediction. J. Syst. Archit. 133 (2022)
Yuting Tang, Dafang Zhang, Wei Liang, Kuan-Ching Li, Nitin Sukhija
Active Malicious Accounts Detection with Multimodal Fusion Machine Learning Algorithm. UbiSec (2021)
Wei Liang, Zuoting Ning, Songyou Xie, Yupeng Hu, Shaofei Lu, Dafang Zhang
Secure fusion approach for the Internet of Things in smart autonomous multi-robot systems. Inf. Sci. 579 (2021)
Wei Liang, Dafang Zhang, Xia Lei, Mingdong Tang, Kuan-Ching Li, Albert Y. Zomaya
Circuit Copyright Blockchain: Blockchain-Based Homomorphic Encryption for IP Circuit Protection. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Chunyan Diao, Dafang Zhang, Wei Liang, Kuan-Ching Li, Man Jiang
CRFST-GCN: A Deeplearning Spatial-Temporal Frame to Predict Traffic Flow. ICA3PP (1) (2021)
Dacheng He, Dafang Zhang, Yanbiao Li, Wei Liang, Meng-Yen Hsieh
An efficient and DoS-resilient name lookup for NDN interest forwarding. Connect. Sci. 33 (3) (2021)
Kun Xie, Jiazheng Tian, Gaogang Xie, Guangxing Zhang, Dafang Zhang
Low Cost Sparse Network Monitoring Based on Block Matrix Completion. INFOCOM (2021)
Jiazheng Tian, Kun Xie, Xin Wang, Gaogang Xie, Kenli Li, Jigang Wen, Dafang Zhang, Jiannong Cao
Efficiently Inferring Top-k Largest Monitoring Data Entries Based on Discrete Tensor Completion. IEEE/ACM Trans. Netw. 29 (6) (2021)
Zhenxiong Yan, Kun Xie, Xin Wang, Dafang Zhang, Gaogang Xie, Kenli Li, Jigang Wen
Multivariate Time Series Forecasting exploiting Tensor Projection Embedding and Gated Memory Network. IWQoS (2021)
Chunyan Diao, Dafang Zhang, Juan Chen, Yuting Tang, Lijun Xiao
Research on the Application of Time and Space Prediction Method in Traffic Flow Prediction. SmartCloud (2021)
Xianlang Hu, Dafang Zhang, Shizhao Zhao, Guangsheng Feng, Hongwu Lv
V2V Online Data Offloading Method Based on Vehicle Mobility. ICPCSEE (1) (2020)
Lu Ou, Zheng Qin, Shaolin Liao, Tao Li, Dafang Zhang
Singular Spectrum Analysis for Local Differential Privacy of Classifications in the Smart Grid. IEEE Internet Things J. 7 (6) (2020)
Kun Xie, Huali Lu, Xin Wang, Gaogang Xie, Yong Ding, Dongliang Xie, Jigang Wen, Dafang Zhang
Neural Tensor Completion for Accurate Network Monitoring. INFOCOM (2020)
Zuoting Ning, Lan He, Dafang Zhang, Kun Xie
A novel localised network coding-based overhearing strategy. Int. J. Embed. Syst. 12 (4) (2020)
Zhenyu Liu, Xin Su, Dafang Zhang, Jing Long
A robust error control coding-based watermarking algorithm for FPGA IP protection. Int. J. Embed. Syst. 13 (2) (2020)
Wei Liang, Weihong Huang, Jing Long, Ke Zhang, Kuan-Ching Li, Dafang Zhang
Deep Reinforcement Learning for Resource Protection and Real-Time Detection in IoT Environment. IEEE Internet Things J. 7 (7) (2020)
Wei Liang, Yongkai Fan, Kuan-Ching Li, Dafang Zhang, Jean-Luc Gaudiot
Secure Data Storage and Recovery in Industrial Blockchain Network Environments. IEEE Trans. Ind. Informatics 16 (10) (2020)
Phusit Kanchanatripop, Dafang Zhang
Adaptive Image Edge Extraction Based on Discrete Algorithm and Classical Canny Operator. Symmetry 12 (11) (2020)
Ning Bao, Yunpeng Chai, Yuxuan Zhang, Chuanwen Wang, Dafang Zhang
More Space may be Cheaper: Multi-Dimensional Resource Allocation for NVM-based Cloud Cache. ICCD (2020)
Kun Xie, Xiaocan Li, Xin Wang, Gaogang Xie, Jigang Wen, Dafang Zhang
Active Sparse Mobile Crowd Sensing Based on Matrix Completion. SIGMOD Conference (2019)
Yanbiao Li, Zhiyi Zhang, Xin Wang, Edward Lu, Dafang Zhang, Lixia Zhang
A Secure Sign-On Protocol for Smart Homes over Named Data Networking. IEEE Commun. Mag. 57 (7) (2019)
Wei Li, Tianyun Zhang, Dafang Zhang, Yupeng Hu, Kun Xie, Ting Zhu
Data Temperature-Aware Bloom Filters for Flash-Based Storage. HPCC/SmartCity/DSS (2019)
Zulong Diao, Dafang Zhang, Xin Wang, Kun Xie, Shaoyao He, Xin Lu, Yanbiao Li
A Hybrid Model for Short-Term Traffic Volume Prediction in Massive Transportation Systems. IEEE Trans. Intell. Transp. Syst. 20 (3) (2019)
Kun Xie, Jiazheng Tian, Xin Wang, Gaogang Xie, Jigang Wen, Dafang Zhang
Efficiently Inferring Top-k Elephant Flows based on Discrete Tensor Completion. INFOCOM (2019)
Dan Chen, Wei Li, Kun Xie, Thabo Semong, Dafang Zhang, Shiming He, Baolin Sun
Path Splitted and Energy Efficient Virtual Network Function Chains Embedding. IEEE Access 7 (2019)
Wei Liang, Songyou Xie, Jing Long, Kuan-Ching Li, Dafang Zhang, Keqin Li
A double PUF-based RFID identity authentication protocol in service-centric internet of things environments. Inf. Sci. 503 (2019)
Kun Xie, Xiangge Wang, Xin Wang, Yuxiang Chen, Gaogang Xie, Yudian Ouyang, Jigang Wen, Jiannong Cao, Dafang Zhang
Accurate Recovery of Missing Network Measurement Data With Localized Tensor Completion. IEEE/ACM Trans. Netw. 27 (6) (2019)
Tong Shen, Gaogang Xie, Xin Wang, Zhenyu Li, Xinyi Zhang, Penghao Zhang, Dafang Zhang
RVH: Range-Vector Hash for Fast Online Packet Classification. CoRR (2019)
Jing Long, Wei Liang, Kuan-Ching Li, Dafang Zhang, Mingdong Tang, Haibo Luo
PUF-Based Anonymous Authentication Scheme for Hardware Devices and IPs in Edge Computing Environment. IEEE Access 7 (2019)
Ke Xu, Dafang Zhang, Yanbiao Li
Longest Name Prefix Match on Multi-Core Processor. HPCC/SmartCity/DSS (2019)
Zulong Diao, Xin Wang, Dafang Zhang, Yingru Liu, Kun Xie, Shaoyao He
Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting. AAAI (2019)
Kun Xie, Can Peng, Xin Wang, Gaogang Xie, Jigang Wen, Jiannong Cao, Dafang Zhang, Zheng Qin
Accurate Recovery of Internet Traffic Data Under Variable Rate Measurements. IEEE/ACM Trans. Netw. 26 (3) (2018)
Tong Shen, Xin-Yi Zhang, Gaogang Xie, Yuanmei Meng, Dafang Zhang
CoDE: Fast Name Lookup and Update using Conflict-driven Encoding. IPCCC (2018)
Jing Long, Dafang Zhang, Wei Liang, Kuan-Ching Li
A Leakage-Resilient FPGA-Based IP Identity Authentication Protocol. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Tong Shen, Xian Yu, Gaogang Xie, Dafang Zhang
High-Performance IPv6 Lookup with Real-Time Updates Using Hierarchical-Balanced Search Tree. GLOBECOM (2018)
Kun Xie, Xiaocan Li, Xin Wang, Jiannong Cao, Gaogang Xie, Jigang Wen, Dafang Zhang, Zheng Qin
On-Line Anomaly Detection With High Accuracy. IEEE/ACM Trans. Netw. 26 (3) (2018)
Shiming He, Kun Xie, Weiwei Chen, Dafang Zhang, Jigang Wen
Energy-Aware Routing for SWIPT in Multi-Hop Energy-Constrained Wireless Network. IEEE Access 6 (2018)
Kun Xie, Xiaocan Li, Xin Wang, Gaogang Xie, Jigang Wen, Dafang Zhang
Graph based Tensor Recovery for Accurate Internet Anomaly Detection. INFOCOM (2018)
Kun Xie, Lele Wang, Xin Wang, Gaogang Xie, Jigang Wen, Guangxing Zhang, Jiannong Cao, Dafang Zhang
Accurate Recovery of Internet Traffic Data: A Sequential Tensor Completion Approach. IEEE/ACM Trans. Netw. 26 (2) (2018)
Dafang Zhang, Guojun Wang, Xin Wang, Zhengyu Li, Wenjia Li
Cyberspace Security for Future Internet. Secur. Commun. Networks 2018 (2018)
Kun Xie, Yuxiang Chen, Xin Wang, Gaogang Xie, Jigang Wen, Dafang Zhang
Local Tensor Completion Based on Locality Sensitive Hashing. ICDE (2018)
Kun Xie, Xiaocan Li, Xin Wang, Gaogang Xie, Jigang Wen, Jiannong Cao, Dafang Zhang
Fast Tensor Factorization for Accurate Internet Anomaly Detection. IEEE/ACM Trans. Netw. 25 (6) (2017)
Xin Wang, Dafang Zhang, Xin Su, Wenjia Li
Mlifdect: Android Malware Detection Based on Parallel Machine Learning and Information Fusion. Secur. Commun. Networks 2017 (2017)
Meiqi Lin, Dafang Zhang, Xin Su, Tinghao Yu
Effective and scalable repackaged application detection based on user interface. INFOCOM Workshops (2017)
Guo Li, Dafang Zhang, Yanbiao Li
Packet Classification Using Community Detection. ISPA/IUCC (2017)
Guo Li, Dafang Zhang, Yanbiao Li, Jintao Zheng, Keqin Li
Energy-efficient fuzzy control model for GPU-accelerated packet classification. Concurr. Comput. Pract. Exp. 29 (17) (2017)
Shiming He, Kun Xie, Weiwei Chen, Dafang Zhang, Jigang Wen
Simultaneous Wireless Information and Power Transfer for Multi-hop Energy-Constrained Wireless Network. WASA (2017)
Huibin Zhou, Dafang Zhang, Kun Xie
Accurate traffic matrix completion based on multi-Gaussian models. Comput. Commun. 102 (2017)
Xin Su, Dafang Zhang, Wenjia Li, Kai Zhao
A Deep Learning Approach to Android Malware Feature Learning and Detection. Trustcom/BigDataSE/ISPA (2016)
Xiai Yan, Dafang Zhang, Jinmin Yang
An adaptive fault tolerance strategy for cloud storage. KSII Trans. Internet Inf. Syst. 10 (11) (2016)
Dafang Zhang, Dan Chen, Yanbiao Li, Kun Xie, Tong Shen
A splitting-after-merging approach to multi-FIB compression and fast refactoring in virtual routers. Frontiers Inf. Technol. Electron. Eng. 17 (12) (2016)
Jing Long, Dafang Zhang, Chen Zuo, Jiajun Duan, Weihong Huang
A robust low-overhead watermarking for field authentication of intellectual property cores. Comput. Sci. Inf. Syst. 13 (2) (2016)
Huibin Zhou, Dafang Zhang, Kun Xie, Yuxiang Chen
Robust Spatio-temporal Tensor Recovery for Internet Traffic Data. Trustcom/BigDataSE/ISPA (2016)
Jie Zhang, Dafang Zhang, Kun Huang, Zheng Qin
Minimizing datacenter flow completion times with server-based flow scheduling. Comput. Networks 94 (2016)
Hong Qiao, Dafang Zhang, Kun Xie, Ji Zhang, Shiming He
Power-Bandwidth Aware Cooperative Routing in Multi-radio Multi-channel Wireless Network. Trustcom/BigDataSE/ISPA (2016)
Tong Shen, Dafang Zhang
Rule Selector: A Novel Scalable Model for High-Performance Flow Recognition. Trustcom/BigDataSE/ISPA (2016)
Zuoting Ning, Dafang Zhang, Kun Xie, Xia-an Bi
A Novel Secure Coding-Based Approach for Multi-cast Transmission. HPCC/SmartCity/DSS (2016)
Zuoting Ning, Dafang Zhang, Kun Xie
An Approach of Anti-Eavesdropping Linear Network Coding in Wireless Network. ICPADS (2016)
Xin Su, Dafang Zhang, Shuaifu Dai, Jianyu Zhang, Duanbin Wang
Mobile traffic identification based on application's network signature. Int. J. Embed. Syst. 8 (2/3) (2016)
Jie Zhang, Dafang Zhang, Kun Huang
Improving datacenter throughput and robustness with Lazy TCP over packet spraying. Comput. Commun. 62 (2015)
Huibin Zhou, Dafang Zhang, Kun Xie, Yuxiang Chen
Spatio-temporal tensor completion for imputing missing internet traffic data. IPCCC (2015)
Kun Huang, Gaogang Xie, Yanbiao Li, Dafang Zhang
Memory-efficient IP lookup using trie merging for scalable virtual routers. J. Netw. Comput. Appl. 51 (2015)
Jie Zhang, Dafang Zhang, Kun Huang
SFS: Server-based flow scheduling for minimizing datacenter flow completion times. INFOCOM Workshops (2015)
Sheng Huo, Dafang Zhang, Yanbiao Li
Fast and Scalable Regular Expressions Matching with Multi-Stride Index NFA. ICA3PP (3) (2015)
Shiming He, Kun Xie, Dafang Zhang
Completion Time-Aware Flow Scheduling in Heterogenous Networks. ICA3PP (1) (2015)
Xin Su, Dafang Zhang, Wenjia Li, Wenwei Li
Android app recommendation approach based on network traffic measurement and analysis. ISCC (2015)
Kailong Zhang, Dafang Zhang, Arnaud de La Fortelle, Xiao Wu, Jean Gregoire
State-Driven Priority Scheduling Mechanisms for Driverless Vehicles Approaching Intersections. IEEE Trans. Intell. Transp. Syst. 16 (5) (2015)
Xueping Wu, Dafang Zhang, Xin Su, Wenwei Li
Detect repackaged Android application based on HTTP traffic similarity. Secur. Commun. Networks 8 (13) (2015)
Zuoting Ning, Dafang Zhang, Kun Xie
A Group XOR-ing Coding Strategy Based on Wireless Network Overhearing. ICA3PP (1) (2015)
Yi Zheng, Dafang Zhang, Kun Xie
An Intimacy-Based Algorithm for Social Network Community Detection. ICA3PP (1) (2015)
Hong Qiao, Dafang Zhang, Kun Xie, Ji Zhang, Shiming He
A Distributed Joint Cooperative Routing and Channel Assignment in Multi-radio Wireless Mesh Network. ICA3PP (1) (2015)
Xin Su, Dafang Zhang, Wenjia Li, Xiaofei Wang
AndroGenerator: An automated and configurable android app network traffic generation system. Secur. Commun. Networks 8 (18) (2015)
Jing Long, Dafang Zhang, Wei Liang, Xia-an Bi
Signature Restoration for Enhancing Robustness of FPGA IP Designs. Int. J. Inf. Secur. Priv. 9 (3) (2015)
Guo Li, Dafang Zhang, Kun Xie, Tanlong Huang, Yanbiao Li
A GPU Based Fast Community Detection Implementation for Social Network. ICA3PP (1) (2015)
Jing Long, Dafang Zhang, Wei Liang, Wenwei Li
A Fault-Tolerant Watermarking Algorithm for FPGA IP Protection. TrustCom/BigDataSE/ISPA (1) (2015)
Kai Zhao, Dafang Zhang, Xin Su, Wenjia Li
Fest: A feature extraction and selection tool for Android malware detection. ISCC (2015)
Shiming He, Dafang Zhang, Kun Xie, Hong Qiao, Ji Zhang
Channel Aware Opportunistic Routing in Multi-Radio Multi-Channel Wireless Mesh Networks. J. Comput. Sci. Technol. 29 (3) (2014)
Yanbiao Li, Dafang Zhang, Kun Huang, Dacheng He, Weiping Long
A memory-efficient parallel routing lookup model with fast updates. Comput. Commun. 38 (2014)
Zuoting Ning, Dafang Zhang, Kun Xie, Youpeng Li, Dingli Liu
Network coding overhearing management policies based on data packet switching and sorting algorithm. SMARTCOMP Workshops (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dafang Zhang