Yige Chen (陈一阁)

Yige Chen (陈一阁)

Lecturer at College of Computer Science and Artificial Intelligence, Wenzhou University

News!

  • 11/2019: One full paper accepted to AAAI 2020!
  • 11/2019: One full paper accepted to ICICS 2019!
  • 09/2019: The networking conference statistics is live!
  • 07/2019: One full paper accepted to ICNP 2019!

Research

Hi, I am Yige Chen, a Lecturer at College of Computer Science and Artificial Intelligence, Wenzhou University. I received Ph.D. degree in Computer Software and Theory from Institute of Information Engineering, Chinese Academy of Sciences, China. I received my Bachelor’s degree in Information Security from Xidian University, China. My research interests are primarily in the area of Network Traffic Analysis.

Education

  • Institute of Information Engineering, Chinese Academy of Sciences, China
    Ph.D. in Computer Software and Theory, Advisor: Tianning Zang
    09/2017 - 06/2022

  • Xidian University, China
    B.S. in Information Security
    09/2013 - 06/2017

Publication

  • [CollaborateCom'21]Mobile Encrypted Traffic Classification Based on Message Type Inference.
    Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang. 17th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), Virturl, China, October 2021.

  • [CollaborateCom'21]Inspector: A Semantics-Driven Approach to Automatic Protocol Reverse Engineering.
    Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang, Yipeng Wang. 17th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), Virturl, China, October 2021.

  • [ICC'21]Incremental Learning for Mobile Encrypted Traffic Classification.
    Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Linshu Ouyang, Peng Yang.
    ICC 2021-2021 IEEE International Conference on Communications (ICC), Virturl, Montreal, June 2021. (slides)

  • [AAAI'20] Joint Character Embedding and Adversarial Stability Training to Defend Adversarial Text.
    Hui Liu, Yongzheng Zhang, Yipeng Wang, Zheng Lin, Yige Chen.
    The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), New York, New York, USA, February 2020. Full paper acceptance rate: 1591/7737 = 20.6%.

  • [ICNP'19] Rethinking Encrypted Traffic Classification: A Multi-Attribute Associated Fingerprint Approach.
    Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Yipeng Wang.
    The 27th IEEE International Conference on Network Protocols (ICNP), Chicago, Illinois, USA, October 2019. Full paper acceptance rate: 29/212 = 13.7%. (pdf) (slides)

  • [IJCAI-PRICAI'20] Gated POS-Level Language Model for Authorship Verification.
    Linshu Ouyang, Yongzheng Zhang, Hui Liu, Yige Chen, Yipeng Wang. The 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI), Japan, January 2021.

  • [ICICS'19] DLchain: a Covert Channel over Blockchain based on Dynamic Labels.
    Jing Tian, Gaopeng Gou, Chang Liu, Yige Chen, Gang Xiong, Zhen Li.
    The 2019 International Conference on Information and Communications Security (ICICS), Beijing, China, December 2019. Full paper acceptance rate: 48/199 = 24.1%.

  • [ICT'20] A Multi-feature-based Approach to Malicious Domain Name Identification from DNS Traffic.
    Chen Zhao, Yongzheng Zhang, Tianning Zang, Yige Chen, Yipeng Wang.
    27th International Conference on Telecommunications (ICT), Bali, Indonesia, October 2020.