Bin Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Incremental Learning

Neural Architecture

Imbalanced Datasets

Top Venues

Future Gener. Comput. Syst.

Publications

Xiang Zhou, Xi Xiao, Qing Li, Bin Zhang, Guangwu Hu, Xiapu Luo, Tianwei Zhang
CapsuleFormer: A Capsule and Transformer combined model for Decentralized Application encrypted traffic classification. AsiaCCS (2024)
Zhenyu Yang, Xi Xiao, Bin Zhang, Guangwu Hu, Qing Li, Qixu Liu
AAP: Defending Against Website Fingerprinting Through Burst Obfuscation. ADMA (5) (2023)
Zhutian Lin, Xi Xiao, Guangwu Hu, Bin Zhang, Qixu Liu, Xiapu Luo
Phish2vec: A Temporal and Heterogeneous Network Embedding Approach for Detecting Phishing Scams on Ethereum. SECON (2023)
Bin Zhang, Xi Xiao, Weizhe Zhang, Arun Kumar Sangaiah, Ying Zhou, Xinyu Liu
A co-occurrence matrix based masquerade detection method in in-vehicle network. Trans. Emerg. Telecommun. Technol. 33 (5) (2022)
Mingzhe Chen, Xi Xiao, Bin Zhang, Xinyu Liu, Runiu Lu
Neural Architecture Searching for Facial Attributes-based Depression Recognition. CoRR (2022)
Ziyu Wei, Xi Xiao, Guangwu Hu, Bin Zhang, Qing Li, Shutao Xia
A Novel and High-Accuracy Rumor Detection Approach using Kernel Subtree and Deep Learning Networks. IJCNN (2021)
Xi Xiao, Wentao Xiao, Dianyan Zhang, Bin Zhang, Guangwu Hu, Qing Li, Shutao Xia
Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets. Comput. Secur. 108 (2021)
Xun Sun, Xi Xiao, Wentao Xiao, Bin Zhang, Guangwu Hu, Tian Wang
Short and Distort Manipulations in the Cryptocurrency Market: Case Study, Patterns and Detection. ICA3PP (3) (2021)
Kelong Mao, Xi Xiao, Guangwu Hu, Xiapu Luo, Bin Zhang, Shutao Xia
Byte-Label Joint Attention Learning for Packet-grained Network Traffic Classification. IWQoS (2021)
Guangwu Hu, Bin Zhang, Xi Xiao, Weizhe Zhang, Long Liao, Ying Zhou, Xia Yan
SAMLDroid: A Static Taint Analysis and Machine Learning Combined High-Accuracy Method for Identifying Android Apps with Location Privacy Leakage Risks. Entropy 23 (11) (2021)
Xi Xiao, Yuqing Pan, Bin Zhang, Guangwu Hu, Qing Li, Runiu Lu
ALBFL: A novel neural ranking model for software fault localization via combining static and dynamic features. Inf. Softw. Technol. 139 (2021)
Yuqing Pan, Xi Xiao, Guangwu Hu, Bin Zhang, Qing Li, Haitao Zheng
ALBFL: A Novel Neural Ranking Model for Software Fault Localization via Combining Static and Dynamic Features. TrustCom (2020)
Bowen Zhao, Xi Xiao, Wanpeng Zhang, Bin Zhang, Guojun Gan, Shutao Xia
Self-Paced Probabilistic Principal Component Analysis For Data With Outliers. ICASSP (2020)
Bowen Zhao, Xi Xiao, Guojun Gan, Bin Zhang, Shu-Tao Xia
Maintaining Discrimination and Fairness in Class Incremental Learning. CVPR (2020)
Yi Li, Xi Xiao, Xiaogang Zhu, Xiao Chen, Sheng Wen, Bin Zhang
SpeedNeuzz: Speed Up Neural Program Approximation with Neighbor Edge Knowledge. TrustCom (2020)
Bin Zhang, Wentao Xiao, Xi Xiao, Arun Kumar Sangaiah, Weizhe Zhang, Jiajia Zhang
Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes. Future Gener. Comput. Syst. 110 (2020)
Bowen Zhao, Xi Xiao, Guojun Gan, Bin Zhang, Shutao Xia
Maintaining Discrimination and Fairness in Class Incremental Learning. CoRR (2019)
Jiajia Zhang, Shuqiang Yang, Weizhe Zhang, Bin Zhang, Zhenhuan Luo, Ying Zhou, Jia Xie
Negotiation Game Model for Big Data Transactions. DSC (2019)
Bowen Zhao, Xi Xiao, Wanpeng Zhang, Bin Zhang, Shutao Xia
Self-Paced Probabilistic Principal Component Analysis for Data with Outliers. CoRR (2019)