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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 programming topic 98 papers · 267 experts
Sub-topics 4 · with their number of papers; shaded topics divide further
Experts on probabilistic programming 267 · 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
Vikash Mansinghka 0001
dblp:23/1731
5.1 102026 54 · 29 since 2021 2026 verified
Alexander K. Lew
dblp:242/4530
3.8 52026 20 · 17 since 2021 2026 conflict
Martin C. Rinard
dblp:r/MartinCRinard
2.9 42026 180 · 21 since 2021 2026 verified
Feras Saad
dblp:185/1122
2.5 52024 21 · 13 since 2021 2026 verified
Mathieu Huot
dblp:234/8942
2.5 32026 12 · 10 since 2021 2026 verified
Guy Van den Broeck
dblp:96/7521
2.2 42025 128 · 63 since 2021 2026 verified
Josh Tenenbaum
dblp:t/JoshuaBTenenbaum
2.1 42025 497 · 226 since 2021 2025 verified
C.-H. Luke Ong
dblp:o/CHLukeOng
2.1 42025 107 · 25 since 2021 2026 verified
Todd D. Millstein
dblp:93/4679
2.1 32025 90 · 18 since 2021 2026 verified
Sam Staton
dblp:07/197
2.0 42025 46 · 18 since 2021 2026 conflict
Fabian Zaiser
dblp:249/5578
1.9 32025 6 · 6 since 2021 2026 verified
Louis Mandel
dblp:99/1246
1.8 32025 25 · 8 since 2021 2025 corroborated
Guillaume Baudart
dblp:137/3096
1.8 32025 18 · 10 since 2021 2025 corroborated
McCoy R. Becker
dblp:380/6408
1.8 22026 2 · 2 since 2021 2026 verified
Armando Solar-Lezama
dblp:95/6919
1.7 32025 102 · 32 since 2021 2026 verified
Poorva Garg
dblp:227/8037
1.6 22025 5 · 4 since 2021 2025 conflict
Javier Burroni
dblp:62/8261
1.5 32023 8 · 4 since 2021 2024 none
Matin Ghavamizadeh
dblp:305/4473
1.5 22024 6 · 6 since 2021 2025 corroborated
Noah D. Goodman
dblp:96/1216
1.5 42022 160 · 60 since 2021 2025 corroborated
Yizhou Zhang 0001
dblp:120/2740-1
1.4 22024 16 · 11 since 2021 2026 verified
Matthew Hoffman 0001
dblp:07/4433
1.4 42020 43 · 8 since 2021 2024 none
Tom Rainforth
dblp:166/1198
1.4 42022 56 · 39 since 2021 2025 reported
Eric Atkinson
dblp:126/2056
1.3 22025 8 · 5 since 2021 2025 corroborated
Michael Carbin
dblp:07/3119
1.3 22025 51 · 23 since 2021 2025 verified
Rif A. Saurous
dblp:186/7923
1.3 22026 23 · 6 since 2021 2026 corroborated
Dustin Tran
dblp:163/2106
1.3 42019 31 · 8 since 2021 2024 unresolved
Hongseok Yang
dblp:82/5808
1.2 32021 107 · 18 since 2021 2026 corroborated
Steven Holtzen
dblp:190/8502
1.2 22024 18 · 12 since 2021 2026 verified
Andrew D. Gordon 0001
dblp:g/AndrewDGordon
1.2 42022 103 · 10 since 2021 2025 verified
Ulrich Schaechtle
dblp:133/1993
1.1 22024 5 · 1 since 2021 2024 corroborated
Chung-chieh Shan
dblp:s/ChungchiehShan
1.1 22023 31 · 1 since 2021 2023 corroborated
Marco F. Cusumano-Towner
dblp:182/1972
1.1 32019 12 · 4 since 2021 2025 none
Maria I. Gorinova 0001
dblp:179/4755
1.1 32022 7 · 2 since 2021 2022 none
Carol Mak
dblp:259/1517
1.1 22022 3 · 3 since 2021 2022 reported
Frank D. Wood
dblp:44/4750
1.0 32019 78 · 23 since 2021 2025 none
Xinwei Deng
dblp:90/1592
1.0 12026 17 · 9 since 2021 2026 corroborated
Anil Vullikanti
dblp:89/7912
1.0 12026 147 · 49 since 2021 2026 conflict
Rituparna Datta
dblp:70/3848
1.0 12026 25 · 1 since 2021 2026 corroborated
Arijit Raychowdhury
dblp:60/4440
1.0 12026 126 · 59 since 2021 2026 verified
Tushar Krishna
dblp:50/2421
1.0 12026 133 · 80 since 2021 2026 verified
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