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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›Learning theory›model selection›structural risk minimization topic 15 papers · 36 experts · broader topic added to organise its sub-topics
Experts on structural risk minimization 36 · 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
Sicong Shen
dblp:342/1091
0.8 12024 1 · 1 since 2021 2024 none
Bingzheng Wei
dblp:121/4084
0.8 12024 21 · 19 since 2021 2026 verified
Eric I-Chao Chang
dblp:117/6621
0.8 12024 33 · 7 since 2021 2024 reported
Yang Zhou 0036
dblp:07/4580-36
0.8 12024 12 · 12 since 2021 2026 conflict
Yan Xu 0001
dblp:03/4702-1
0.8 12024 53 · 27 since 2021 2026 conflict
Paul Viallard
dblp:285/5954
0.7 12023 10 · 10 since 2021 2026 corroborated
Maxime Haddouche
dblp:267/5693
0.7 12023 4 · 4 since 2021 2025 none
Benjamin Guedj
dblp:177/7258
0.7 12023 27 · 21 since 2021 2025 verified
Umut Simsekli
dblp:14/8615
0.7 12023 69 · 32 since 2021 2025 none
Vitaly Kuznetsov
dblp:125/2316
0.3 12017 16 · 0 since 2021 2019 none
Mehryar Mohri
dblp:03/5448
0.3 12017 201 · 48 since 2021 2026 verified
Robert D. Nowak
dblp:n/RobertDNowak
0.1 22005 208 · 36 since 2021 2026 conflict
Clayton Scott
dblp:96/8859
0.1 22005 64 · 13 since 2021 2025 none
Philip S. Yu
dblp:y/PhilipSYu
0.1 12014 1626 · 556 since 2021 2026 conflict
Sinno Jialin Pan
dblp:80/5412
0.1 12014 132 · 45 since 2021 2026 verified
Mingsheng Long
dblp:74/9023
0.1 12014 145 · 71 since 2021 2025 conflict
Guiguang Ding
dblp:51/740
0.1 12014 207 · 87 since 2021 2026 verified
Jianmin Wang 0001
dblp:06/3456-1
0.1 12014 328 · 110 since 2021 2026 conflict
John Shawe-Taylor
dblp:59/41
0.1 31998 186 · 15 since 2021 2026 verified
Jun Wang 0002
dblp:w/JunWang2
0.0 12004 347 · 98 since 2021 2026 conflict
Ying Tan 0002
dblp:68/6102-2
0.0 12004 123 · 22 since 2021 2026 conflict
Peter L. Bartlett
dblp:68/4020
0.0 21998 193 · 45 since 2021 2026 verified
Martin Anthony
dblp:68/244
0.0 21998 40 · 0 since 2021 2018 verified
Robert C. Williamson
dblp:29/5199
0.0 21998 98 · 6 since 2021 2025 verified
Klaus Obermayer
dblp:o/KlausObermayer
0.0 12002 121 · 3 since 2021 2026 conflict
Sepp Hochreiter
dblp:h/SeppHochreiter
0.0 12002 76 · 38 since 2021 2025 verified
Vladimir Vapnik
dblp:31/6484
0.0 22000 61 · 1 since 2021 2021 none
Léon Bottou
dblp:30/1046
0.0 22000 79 · 12 since 2021 2025 corroborated
Vladimir Koltchinskii
dblp:12/4669
0.0 12001 11 · 0 since 2021 2015 corroborated
Jason Weston
dblp:29/6977
0.0 12000 148 · 31 since 2021 2025 none
Olivier Chapelle
dblp:05/6290
0.0 12000 54 · 0 since 2021 2015 none
Ron Meir
dblp:m/RonMeir
0.0 11997 80 · 12 since 2021 2026 verified
Nello Cristianini
dblp:11/4380
0.0 11997 75 · 3 since 2021 2023 conflict
Sara A. Solla
dblp:67/1208
0.0 11991 20 · 1 since 2021 2021 corroborated
Bernhard E. Boser
dblp:38/6719
0.0 11991 13 · 0 since 2021 2012 corroborated
Isabelle Guyon
dblp:31/6176
0.0 11991 96 · 23 since 2021 2025 verified
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