💻 About Me
Kai Wang received the B.S. and Ph.D. degrees from Beijing Jiaotong University. He is currently a Professor with the School of Computer Science and Technology, Harbin Institute of Technology (HIT), Weihai. Before joined HIT, he was a postdoc researcher in computer science and technology with Tsinghua University. He has published more than 40 papers in prestigious international journals, including IEEE TITS, IEEE TCE, ACM TOIT, ACM TIST, etc. His current research interest is on applied machine learning for network attacks detection and information forensics. He is a Member of the IEEE and ACM, and a Senior Member of the China Computer Federation (CCF).
📖 Publications (Since joining HIT)
2024
Computation Cost-driven Offloading Strategy based on Reinforcement Learning for Consumer Devices
IEEE Transactions on Consumer Electronics, DOI: 10.1109/TCE.2024.3357459, Jan. 2024
Rui Zhang, Hui Xia*, Zijun Chen, Zi Kang, Kai Wang*, Wei Gao*
Paper | Code
2023
Analysis of Recent Deep Learning-based Intrusion Detection Methods for In-Vehicle Network
IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 2, pp. 1843-1854, Feb. 2023
Kai Wang, Aiheng Zhang, Haoran Sun, Bailing Wang*
Paper | Code
GNN-based Advanced Feature Integration for ICS Anomaly Detection
ACM Transactions on Intelligent Systems and Technology, vol. 14, no. 6, Article 106, pp. 1-32, Nov. 2023
Shuaiyi Lyu(Lu), Kai Wang*, Yuliang Wei, Hongri Liu, Qilin Fan, Bailing Wang*
Paper | Code
Process-Oriented Heterogeneous Graph Learning in GNN-Based ICS Anomalous Pattern Recognition
Pattern Recognition, vol. 141, Article 109661, Sept. 2023
Shuaiyi L(y)u, Kai Wang*, Liren Zhang, Bailing Wang*
Paper | Code
2022
Global-Local Integration for GNN-based Anomalous Device State Detection in Industrial Control Systems
Expert Systems with Applications, vol. 209, Article 118345, Dec. 2022
Shuaiyi L(y)u, Kai Wang, Liren Zhang, Bailing Wang*
Paper | Code
2021
PA-Cache: Evolving Learning-Based Popularity-Aware Content Caching in Edge Networks
IEEE Transactions on Network and Service Management, vol. 18, no. 2, pp. 1746-1757, Jun. 2021
Qilin Fan, Xiuhua Li*, Jian Li, Qiang He, Kai Wang, Junhao Wen
Paper | Code
2020
Analyzing NDN NACK on Interest Flooding Attack via SIS Epidemic Model
IEEE Systems Journal, vol. 14, no. 2, pp. 1862-1873, Jun. 2020
Kai Wang, Dongchao Guo*, Wei Quan
Paper | Code
InterestFence: Simple but Efficient Way to Counter Interest Flooding Attack
Computers & Security, vol. 88, Article 101628, Jan. 2020
Jiaqing Dong, Kai Wang*, Wei Quan, Hao Yin
Paper | Code
2019
Betweenness Centrality Based Software Defined Routing: Observation from Practical Internet Datasets
ACM Transactions on Internet Technology, vol. 19, no. 4, Article 50, Nov. 2019
Kai Wang, Wei Quan*, Nan Cheng, Mingyuan Liu, Yu Liu, H. Anthony Chan
Paper | Code
Graph Structure and Statistical Properties of Ethereum Transaction Relationships
Information Sciences, vol. 492, pp. 58-71, Aug. 2019
Dongchao Guo, Jiaqing Dong, Kai Wang*
Paper | Code