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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›Optimization for machine learning›training criteria›minimum error rate training topic 13 papers · 29 experts · broader topic added to organise its sub-topics
Experts on minimum error rate training 29 · 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
Chris Quirk
dblp:63/7183
0.3 22013 50 · 3 since 2021 2025 none
Michel Galley
dblp:05/3289
0.3 22013 56 · 17 since 2021 2025 none
Dengyong Zhou
dblp:29/6597
0.2 12016 39 · 1 since 2021 2021 none
Franz Josef Och
dblp:54/145
0.2 32009 41 · 0 since 2021 2015 none
Wolfgang Macherey
dblp:88/4457
0.2 22009 31 · 5 since 2021 2023 none
Sewoong Oh
dblp:80/4366
0.2 12022 116 · 48 since 2021 2025 corroborated
Prateek Jain 0002
dblp:32/465-2
0.2 12022 133 · 38 since 2021 2025 conflict
Weihao Kong
dblp:117/4343
0.2 12022 34 · 20 since 2021 2026 conflict
Colin Cherry
dblp:99/6601
0.2 12013 61 · 15 since 2021 2025 none
Kristina Toutanova
dblp:25/1520
0.2 12013 65 · 14 since 2021 2025 corroborated
Samidh Chatterjee
dblp:81/4961
0.1 12010 4 · 0 since 2021 2011 none
Nicola Cancedda
dblp:19/2610
0.1 12010 30 · 12 since 2021 2025 none
Hermann Ney
dblp:n/HermannNey
0.1 12009 559 · 40 since 2021 2025 none
Sergio Penkale
dblp:85/8177
0.1 12009 3 · 0 since 2021 2012 none
Chris Callison-Burch
dblp:78/1408
0.1 12009 117 · 46 since 2021 2026 verified
Oliver Bender
dblp:74/2657
0.1 12009 6 · 0 since 2021 2009 corroborated
Andy Way
dblp:69/5430
0.1 12009 172 · 17 since 2021 2024 verified
Omar Zaidan
dblp:45/1280
0.1 12009 7 · 0 since 2021 2014 none
Chris Dyer
dblp:41/6895
0.1 12009 124 · 7 since 2021 2023 none
Shankar Kumar
dblp:37/3396
0.1 12009 43 · 12 since 2021 2025 corroborated
Daniel Galron
dblp:35/4666
0.1 12009 2 · 0 since 2021 2009 none
I. Dan Melamed
dblp:16/35
0.1 12009 19 · 0 since 2021 2014 none
Klaus Macherey
dblp:08/1031
0.1 12009 12 · 0 since 2021 2011 none
Jakob Uszkoreit
dblp:87/4805
0.1 12008 27 · 4 since 2021 2022 corroborated
Ignacio Thayer
dblp:68/1202
0.1 12008 5 · 0 since 2021 2008 none
Corinna Cortes
dblp:77/5783
0.0 12003 82 · 8 since 2021 2025 none
Mehryar Mohri
dblp:03/5448
0.0 12003 201 · 48 since 2021 2026 verified
Shyh-shiaw Kuo
dblp:70/4012
0.0 11999 20 · 0 since 2021 2002 none
Chinching Yen
dblp:50/3481
0.0 11999 3 · 0 since 2021 1999 none
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