Cláudia Mamede
Scholar

Cláudia Mamede

Google Scholar ID: lRE_9xQAAAAJ
University of Porto & Carnegie Mellon University
Deep LearningVulnerability DetectionSoftware Engineering
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
62
 
H-index
3
 
i10-index
3
 
Publications
5
 
Co-authors
0
 
Contact
Emailcmamede@andrew.cmu.eduCVOpen ↗GitHubOpen ↗
Publications
1 items
Are Sparse Autoencoders Useful for Java Function Bug Detection?
2025
Cited
0
Resume
Academic Achievements
  • Publications:
  • - "Interpretable Vulnerability Detection Reports" accepted at ASE'25.
  • - Won Best Paper Award with "Are Large Language Models Memorizing Bug Benchmarks" at LLM4Code (co-located with ICSE25).
  • Conferences: Attended ICSE25 in Ottawa, CA.
Research Experience
  • No specific work experience or research projects mentioned.
Education
  • PhD student at Carnegie Mellon University and University of Porto; Advisors: Dr. Claire Le Goues, Dr. Rui Abreu, and Dr. Jose Campos.
Background
  • Primary interests: Application of Large Language Models to ensure Code Quality and Safety, particularly in vulnerability detection, automated program repair, and patch generation.
Miscellany
  • Always happy to discuss new ideas.