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Researcher · ETH Zurich · Switzerland

Martin Vechev

Martin Vechev publishes mostly in Artificial Intelligence, Computer Networks and Communications and Information Systems, on topics such as Adversarial Robustness in Machine Learning, Parallel Computing and Optimization Techniques and Distributed systems and fault tolerance.

ORCID 0000-0002-0054-9568 OpenAlex
World rank
#39,898
of 7,710,434 ranked researchers
Rank in Switzerland
#849
of 80,918
Works
341
Citations
12k
Citations per work
33.8
h-index
54
i10-index 153Top 0.8% in Artificial Intelligence
Martin Vechev

What does Martin Vechev research?

Martin Vechev's work is mostly in Computer Science (78%).

Physical Sciences: 268 works · 78.5% of their workComputer Science: 268 works · 78.5% of their workArtificial Intelligence: 129 works · 37.9% of their workComputer Networks and Communications: 43 works · 12.6% of their workInformation Systems: 28 works · 8.3% of their workHardware and Architecture: 27 works · 8.0% of their workSoftware: 20 works · 6.0% of their workComputer Vision and Pattern Recognition: 19 works · 5.7% of their workEverything else: 73 works · 21.5% of their workTHEIR WORKMartin Vechev341works
Physical Sciences78%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science26878.5%
  2. Everything else7321.5%
  1. 1Artificial Intelligence38% of their works
  2. 2Computer Networks and Communications13% of their works
  3. 3Information Systems8% of their works
  4. 4Hardware and Architecture8% of their works
  5. 5Software6% of their works
  6. 6Computer Vision and Pattern Recognition6% of their works

Research topics

Which keywords describe Martin Vechev's research?

The keywords of their largest research topics: Machine Learning, Deep Learning, Adversarial Examples, Robustness, Parallel Computing, Performance Optimization, Distributed Systems and Fault Tolerance.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 18 words, with their numbers
  1. Machine Learning1513 topics
  2. Deep Learning1092 topics
  3. Adversarial Examples771 topic
  4. Robustness771 topic
  5. Parallel Computing611 topic
  6. Performance Optimization611 topic
  7. Distributed Systems461 topic
  8. Fault Tolerance461 topic
  9. Code Clone Detection421 topic
  10. Refactoring421 topic
  11. Automated Testing411 topic
  12. Software Fault Localization411 topic
  13. Android Malware321 topic
  14. Detection321 topic
  15. Model Checking301 topic
  16. Symbolic Model Checker301 topic
  17. Security Policies271 topic
  18. Side-Channel Attacks271 topic

Where does Martin Vechev work?

Martin Vechev's main affiliation in the publication record is ETH Zurich, Switzerland.

How many publications and citations does Martin Vechev have?

OpenAlex counts 341 works and 11,539 citations for Martin Vechev, an h-index of 54, ranking #39,898 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Other researchers named Martin Vechev

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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