Yue Qin

Natural Language Processing Techniques Topic Modeling Advanced Malware Detection Techniques Adversarial Robustness in Machine Learning Network Security and Intrusion Detection

Publications

Citations

388

Est. group size

—

Recurring co-author estimate

Active years

Publishing since 2017

Research summary

AI-generated

Yue Qin works in computer science with a focus on security for machine learning systems and networks, including defending distributed AI training (federated learning) against malicious participants, detecting malware in encrypted network traffic, and verifying ownership of neural network models. Earlier work centered on natural language processing, particularly neural machine translation and text representation. Recent projects also touch on detecting software vulnerabilities and identifying coded or hidden language used online.

Machine learning security and adversarial robustnessNetwork security and malware detectionNeural machine translation and NLPVulnerability and fuzzing-based software testingDeep learning for automotive and sensing applications

Publication activity has been steady with modest fluctuations, showing a recent uptick to four papers in 2026.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence

Publications per year over the last 10 years — averaging 2.8/year recently

Recent publications

Breaking Free from Ivory Tower: Evaluating and Enhancing Real-world Chinese Underground Adversarial Jargon Detection
2026
Black-Box Verification for GNN Ownership Via Decision Boundary Fingerprints
IEEE Transactions on Dependable and Secure Computing · 2026
BSFuzzer: Context-Aware Semantic Fuzzing for BLE Logic Flaw Detection
2026
Byzantine-Robust Asynchronous Federated Learning via Feature Fingerprinting
IEEE Transactions on Information Forensics and Security · 2026
Research on Lane Keeping System Based on Deep Learning Algorithm
2025
Multi-Prototypes Representation Learning for Contrastive Clustering
SSRN Electronic Journal · 2025
Optimization Strategies for Chinese-English Mixed Typography in Urban Spaces Based on User Reading Experience
Art and Society · 2024
Convolutional neural network-based ASIL rating method for automotive functional safety
2023
Data-driven prediction of SOC during discharge of Li-ion batteries
2023
Encrypted Malware Traffic Detection via Graph-based Network Analysis
2022
Road traffic sign recognition based on lightweight neural network
AOPC 2021: Optical Sensing and Imaging Technology · 2021
Exploiting reverse target-side contexts for neural machine translation via asynchronous bidirectional decoding
Artificial Intelligence · 2019
Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT
arXiv (Cornell University) · 2018
Asynchronous Bidirectional Decoding for Neural Machine Translation
arXiv (Cornell University) · 2018
Asynchronous Bidirectional Decoding for Neural Machine Translation
Proceedings of the AAAI Conference on Artificial Intelligence · 2018

Publishes in

arXiv (Cornell University)×2
Proceedings of the AAAI Conference on Artificial Intelligence×1
Artificial Intelligence×1
Information Sciences×1
IEEE Transactions on Cybernetics×1

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 11, 2026.

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