Shiming Xia

According to our database, Shiming Xia authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

MSGFormer: Revolutionizing Traffic Flow Prediction With Multiscale and Gated Transformer Architecture.

Wei Li, Jun Chen, Yucheng Zhang, Ruijin Sun, Shiming Xia, Zhisong Pan, Jianxin Luo

IEEE Internet Things J., January, 2025

2022

A Hidden Attack Sequences Detection Method Based on Dynamic Reward Deep Deterministic Policy Gradient.

Lei Zhang, Zhisong Pan, Yu Pan, Shize Guo, Yi Liu, Shiming Xia, Qibin Zheng, Hongmei Li, Wei Bai

Secur. Commun. Networks, 2022

2021

Discover the Hidden Attack Path in Multi-domain Cyberspace Based on Reinforcement Learning.

Lei Zhang, Wei Bai, Wei Li, Shiming Xia, Qibin Zheng

CoRR, 2021

2020

Weakness Analysis of Cyberspace Configuration Based on Reinforcement Learning.

Lei Zhang, Wei Bai, Shize Guo, Shiming Xia, Hongmei Li, Zhisong Pan

CoRR, 2020

2019

An API Semantics-Aware Malware Detection Method Based on Deep Learning.

Xin Ma, Shize Guo, Wei Bai, Jun Chen, Shiming Xia, Zhisong Pan

Secur. Commun. Networks, 2019

Lifelong representation learning in dynamic attributed networks.

Hao Wei, Guyu Hu, Wei Bai, Shiming Xia, Zhisong Pan

Neurocomputing, 2019

MDC-Checker: A novel network risk assessment framework for multiple domain configurations.

Wei Bai, Zhisong Pan, Shize Guo, Zhe Chen, Shiming Xia

Comput. Secur., 2019

DDoS Traffic Control Using Transfer Learning DQN With Structure Information.

Shiming Xia, Lei Zhang, Wei Bai, Xingyu Zhou, Zhisong Pan

IEEE Access, 2019

A New Smart Router-Throttling Method to Mitigate DDoS Attacks.

Shiming Xia, Shize Guo, Wei Bai, Junyang Qiu, Hao Wei, Zhisong Pan

IEEE Access, 2019