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Reviewers in the wild

The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.

Experts who meet the recruitment bar

The bar is a setting of the venue, one per role; it is edited on its own page.
Reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y · change the bar
List the experts who meet it

Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021

Experts by expertise

The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence›Machine learning›Trustworthy machine learning›verification›lipschitz certification topic 3 papers · 11 experts · broader topic added to organise its sub-topics
Experts on lipschitz certification 11 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)
ExpertWeight Papers on topicLast on topic All papersLastORCID
Matt Fredrikson
dblp:38/2612
0.8 12024 58 · 29 since 2021 2026 verified
Zifan Wang 0001
dblp:35/10147-1
0.8 12024 17 · 16 since 2021 2025 conflict
Klas Leino
dblp:215/3626
0.8 12024 12 · 8 since 2021 2024 none
Matt Jordan
dblp:236/5728
0.5 12021 8 · 6 since 2021 2025 none
Alexandros G. Dimakis
dblp:19/5000
0.5 12021 160 · 38 since 2021 2025 verified
Gagandeep Singh 0001
dblp:64/3747-1
0.2 12022 46 · 35 since 2021 2026 conflict
Robert Nagel
dblp:32/690
0.2 12022 3 · 1 since 2021 2022 conflict
Rem Yang
dblp:305/9400
0.2 12022 4 · 4 since 2021 2023 corroborated
Jacob Laurel
dblp:263/1193
0.2 12022 12 · 10 since 2021 2025 verified
Shubham Ugare
dblp:227/3014
0.2 12022 11 · 10 since 2021 2025 corroborated
Sasa Misailovic
dblp:00/4734
0.2 12022 73 · 33 since 2021 2026 verified
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