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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›Probabilistic and Bayesian machine learning›probabilistic inference›approximate inference›partition function bounding topic 9 papers · 20 experts · broader topic added to organise its sub-topics
Experts on partition function bounding 20 · 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
Francis R. Bach
dblp:b/FrancisRBach
0.7 12023 235 · 50 since 2021 2025 verified
Rina Dechter
dblp:d/RDechter
0.3 12017 173 · 11 since 2021 2025 none
Qi Lou
dblp:56/11472
0.3 12017 11 · 1 since 2021 2024 conflict
Alexander Ihler
dblp:39/1313
0.3 12017 85 · 10 since 2021 2025 verified
Andreas Krause 0001
dblp:87/1831-1
0.2 12016 314 · 125 since 2021 2026 conflict
Stefanie Jegelka
dblp:38/7003
0.2 12016 124 · 59 since 2021 2026 corroborated
Sebastian Tschiatschek
dblp:33/10810
0.2 12016 54 · 19 since 2021 2025 verified
Josip Djolonga
dblp:139/1342
0.2 12016 24 · 8 since 2021 2024 none
Tomás Werner
dblp:02/227
0.2 12015 35 · 4 since 2021 2024 reported
Bart Selman
dblp:s/BartSelman
0.1 12012 124 · 5 since 2021 2025 verified
Carla P. Gomes
dblp:g/CarlaPGomes
0.1 12012 166 · 49 since 2021 2026 conflict
Stefano Ermon
dblp:47/8135
0.1 12012 270 · 147 since 2021 2025 verified
Ashish Sabharwal
dblp:13/154
0.1 12012 136 · 41 since 2021 2026 none
Laurent El Ghaoui
dblp:40/1786
0.1 12008 28 · 3 since 2021 2025 verified
Assane Gueye
dblp:17/6507
0.1 12008 15 · 9 since 2021 2026 verified
Hilbert J. Kappen
dblp:79/2092
0.1 22001 65 · 0 since 2021 2020 verified
Martijn A. R. Leisink
dblp:26/1672
0.1 22001 9 · 0 since 2021 2007 none
Tommi S. Jaakkola
dblp:j/TommiJaakkola
0.1 12005 198 · 66 since 2021 2026 none
Alan S. Willsky
dblp:48/6690
0.1 12005 181 · 0 since 2021 2020 none
Martin J. Wainwright
dblp:48/6396
0.1 12005 170 · 18 since 2021 2026 verified
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