LabCompass

Aly El Gamal

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1996
Cooperative Communication and Network CodingAdvanced MIMO Systems OptimizationWireless Communication Security TechniquesWireless Signal Modulation ClassificationAdversarial Robustness in Machine Learning

Publications

138

Citations

1,692

Est. group size

~3

Recurring co-author estimate

Active years

30

Publishing since 1996

Research summary
AI-generated

Aly El Gamal works at the intersection of wireless communications and machine learning, applying deep learning methods to problems such as radio signal (modulation) classification, channel estimation in wireless systems, and direction-of-arrival estimation in radar. His work also extends into network security (federated learning for intrusion detection) and information-theoretic optimization methods like multi-view learning and information bottleneck techniques.

Machine learning for wireless communicationsModulation and signal classificationFederated learning for network intrusion detectionInformation-theoretic optimization and multi-view learningAutonomous systems (racing/control applications)

Publication output was higher and more variable in 2017–2022 (peaking around 2018–2019) but has declined to a lower, steadier level of about 4-6 papers per year since 2023.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 4.8/year recently
2017: 9 publications172018: 19 publications19182019: 18 publications192020: 10 publications202021: 16 publications212022: 10 publications222023: 4 publications232024: 6 publications242025: 4 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×43
  • Cambridge University Press eBooks×10
  • IEEE Transactions on Information Theory×4
  • IEEE Wireless Communications Letters×3
  • IEEE Communications Letters×2
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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 20, 2026.

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