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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›fairness›fairness auditing›algorithmic auditing topic 4 papers · 15 experts · broader topic added to organise its sub-topics
Experts on algorithmic auditing 15 · 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
Scott Nelson
dblp:66/772
0.6 12022 2 · 1 since 2021 2022 none
Laura Blattner
dblp:292/8257
0.6 12022 1 · 1 since 2021 2022 unresolved
Jann Spiess
dblp:288/1552
0.6 12022 4 · 4 since 2021 2023 corroborated
Nathan Kallus
dblp:142/2900
0.6 22022 82 · 56 since 2021 2026 corroborated
Angela Zhou
dblp:194/2543
0.4 12019 13 · 6 since 2021 2025 none
Manuel Cebrián
dblp:c/ManuelCebrian
0.3 12018 25 · 4 since 2021 2024 verified
Casey Jisoo Hong
dblp:222/7844
0.3 12018 1 · 0 since 2021 2018 none
Blakeley H. Payne
dblp:217/2371
0.3 12018 4 · 2 since 2021 2025 corroborated
Judy Hanwen Shen
dblp:217/2243
0.3 12018 13 · 6 since 2021 2025 verified
Matthew Groh
dblp:217/2239
0.3 12018 7 · 6 since 2021 2025 verified
Ziv Epstein
dblp:181/4635
0.3 12018 12 · 7 since 2021 2026 corroborated
Bjarke Felbo
dblp:172/1177
0.3 12018 4 · 0 since 2021 2018 none
Abhimanyu Dubey
dblp:172/0866
0.3 12018 22 · 10 since 2021 2024 none
Iyad Rahwan
dblp:17/525
0.3 12018 46 · 10 since 2021 2025 verified
Nick Obradovich
dblp:162/0083
0.3 12018 3 · 2 since 2021 2022 corroborated
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