Author

Chungang Lin

Observed names: Chungang, Lin, Lin, Chungang

Institutions: Chinese Academy of Sciences, Institute of Computing Technology, University of Chinese Academy of Sciences

Observed institutions: Chinese Academy of Sciences, Institute of Computing Technology, University of Chinese Academy of Sciences

ORCID: 0009-0005-5094-3140

Observed ORCID: 0009-0005-5094-3140

OpenAlex ID: A5044217854

NetGPT: Generative Pretrained Transformer for Network Traffic

2023 · Meng, Xuying, Lin, Chungang, et al. · arXiv (Cornell University) · 77

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TraGe: A Generic Packet Representation for Traffic Classification Based on Header-Payload Differences

2025 · Chungang Lin, Yilong Jiang, et al. · International Workshop on Quality of Service · 4

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SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis

2026 · Haitong Luo, Weiyao Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3

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Nethira: A Heterogeneity-Aware Hierarchical Pre-Trained Model for Network Traffic Classification

2026 · Chungang Lin, Weiyao Zhang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2

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Versatile yet Efficient Network Traffic Analysis: Offloading Network Foundation Model to SmartNIC

2025 · Lin, Chungang, Meng, Xuying, et al. · arXiv (Cornell University) · 2

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Distillation-Enhanced Clustering Acceleration for Encrypted Traffic Classification

2025 · Huang, Ziyue, Lin, Chungang, et al. · arXiv (Cornell University) · 2

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Unveiling Spectral Mechanisms in Training-Free LLM Text Detection

2026 · Luo, Haitong, Meng, Xuying, et al. · arXiv (Cornell University) · 1

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Sparse Gaussian–Markov Modeling for Robust and Trustworthy Unknown Cyber Defense

2026 · Chao Zha, Tian Liu, et al. · IEEE Transactions on Cognitive Communications and Networking · 1

Keyword search over probabilistic XML data

2015 · Yue Zhao, Guoren Wang, et al. · International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) · 1

Additional Supporting Materials for Nepco.

2026 · Chungang, Lin · Zenodo (CERN European Organization for Nuclear Research)

Shortcut in Generalization: Rethinking Evaluation Protocol for Encrypted Traffic Classification

2026 · Yu, Qiming, Lin, Chungang, et al. · arXiv (Cornell University)

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NetCoFi: A Budget-Aware Coarse-Fine Dual-Branch Model for Encrypted Traffic Classification

2026 · Ma, Zhengyi, Yu, Qiming, et al. · arXiv (Cornell University)

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SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis

2026 · Association for Artificial Intelligence 2026, Lin, Chungang, et al. · Underline Science Inc.

Is the Data Really Noisy? Rethinking Traffic Filtering for Encrypted Traffic Classification

2026 · Chungang Lin, Weiyao Zhang, et al. · IEEE Transactions on Dependable and Secure Computing

SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis

2025 · Luo, Haitong, Zhang, Weiyao, et al. · arXiv (Cornell University)

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Works count: 15

Citation count: 50

H-index: 2

I10-index: 1