LabCompass

Siyuan Cheng

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1984
Adversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsSeismic Imaging and Inversion TechniquesTopic ModelingGeophysical Methods and Applications

Publications

33

Citations

399

Est. group size

~3

Recurring co-author estimate

Active years

42

Publishing since 1984

Research summary
AI-generated

This publication record appears to combine work from multiple distinct research areas, including geophysics (crustal structure, ice-penetrating radar, geomagnetic modeling), machine learning security (adversarial 'Trojan' attacks on neural networks), and natural language processing (Chinese question-answering and speech emotion recognition systems). Because the topics and venues are so varied, this may represent a shared name across different researchers or a highly interdisciplinary profile; prospective students should verify which specific line of work matches the advisor they are considering. The data suggests some combination of applied geophysics, sensing/remote sensing methods, and AI/NLP techniques.

Geophysics and remote sensing (radar, seismic, crustal imaging)Machine learning security (adversarial and Trojan attacks)Natural language processing (question-answering, named entity recognition)Signal processing and data interpretationApplied AI methods across earth science and engineering

Publication output has fluctuated over the last decade, rising to a peak around 2021, dipping in 2022-2024, and increasing again in 2025, without a clear steady or purely growing pattern.

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

Publication cadence
Publications per year over the last 10 years — averaging 2.4/year recently
17182019: 4 publications192020: 5 publications202021: 8 publications8212022: 1 publication222023: 3 publications232024: 2 publications242025: 6 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×4
  • Applied Sciences×3
  • Proceedings of the AAAI Conference on Artificial Intelligence×3
  • International Conference on Frontiers of Electronics, Information and Computation Technologies×3
  • Agriculture×1
Similar researchers
By research-topic overlap
  • Qiuling Xu

    Computer Science · Purdue University West Lafayette

  • Shengwei An

    Computer Science · Purdue University West Lafayette

  • Guangyu Shen

    Computer Science · Purdue University West Lafayette

  • Hanxi Guo

    Computer Science · Purdue University West Lafayette

  • Guanhong Tao

    Computer Science · Indiana University

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.

Claim or correct this profile