• I am Chungang Lin, a PhD candidate at the Institute of Computing Technology, Chinese Academy of Sciences.
• My research interest mainly includes Network Traffic Analysis, Network Foundation Model, and Network Security.

publication:

• [arXiv'23] NetGPT: Generative Pretrained Transformer for Network Traffic
  Xuying Meng, Chungang Lin, Yequan Wang, Yujun Zhang

• [arXiv'25] Distillation-Enhanced Clustering Acceleration for Encrypted Traffic Classification
  Ziyue Huang, Chungang Lin, Weiyao Zhang, Xuying Meng, Yujun Zhang

• [arXiv'26] Versatile yet Efficient Network Traffic Analysis: Offloading Network Foundation Model to SmartNIC
  Chungang Lin, Xuying Meng, Tianyu Zuo, Weiyao Zhang, Meng Shen, Ruijie Zhao, Guanming Che, Ruiqi Meng, Ziyue Huang, Haitong Luo, Zhiwei Xu, Zhang Yujun

• [IWQoS'25 CCF-B] TraGe: A Generic Packet Representation for Traffic Classification Based on Header-Payload Differences
  Chungang Lin, Yilong Jiang, Weiyao Zhang, Xuying Meng, Tianyu Zuo, Yujun Zhang

• [ICASSP'26 CCF-B] Nethira: A Heterogeneity-aware Hierarchical Pre-trained Model for Network Traffic Classification
  Chungang Lin, Weiyao Zhang, Haitong Luo, Xuying Meng, Yujun Zhang

• [AAAI'26 CCF-A] SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis
  Haitong Luo, Weiyao Zhang, Suhang Wang, Wenji Zou, Chungang Lin, Xuying Meng, Yujun Zhang

• [INFOCOM'26 CCF-A] Heterogeneity-Oblivious Robust Federated Learning
  Weiyao Zhang, Jinyang Li, Qi Song, Miao Wang, Chungang Lin, Haitong Luo, Xuying Meng, Yujun Zhang

• [ComNet'25 CCF-B] Accelerating traffic engineering optimization for segment routing: A recommendation perspective
  Linghao Wang, Miao Wang, Chungang Lin, Yujun Zhang

• [IEEE TCCN'26 SCI-1] Sparse Gaussian Markov Modeling for Robust and Trustworthy Unknown Cyber Defense
  Chao Zha, Tian Liu, Chungang Lin, Bing Bai, Ruyun Zhang