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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›Efficient and distributed learning›data curation›deduplication topic 6 papers · 38 experts · broader topic added to organise its sub-topics
Experts on deduplication 38 · 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
Guilherme Penedo
dblp:348/8897
1.4 22024 3 · 3 since 2021 2025 none
Zhenfu Cao
dblp:49/1185
0.9 12025 247 · 68 since 2021 2026 verified
Saipan Zhou
dblp:422/8030
0.9 12025 2 · 2 since 2021 2025 reported
Hanzhe Yao
dblp:422/7837
0.9 12025 2 · 2 since 2021 2025 none
Pukang Ye
dblp:421/9141
0.9 12025 2 · 2 since 2021 2025 reported
Shangmin Dou
dblp:338/9017
0.9 12025 4 · 4 since 2021 2025 corroborated
Yunbo Yang
dblp:213/8848
0.9 12025 15 · 15 since 2021 2026 conflict
Xiaolei Dong
dblp:06/1495
0.9 12025 119 · 59 since 2021 2026 verified
Margaret Mitchell
dblp:56/2856
0.8 12024 39 · 8 since 2021 2025 corroborated
Scott Cohen
dblp:54/4155
0.8 12024 79 · 21 since 2021 2025 corroborated
Thomas Wolf 0008
dblp:44/4423-8
0.8 12024 11 · 8 since 2021 2025 unresolved
Hynek Kydlícek
dblp:352/5783
0.8 12024 2 · 2 since 2021 2025 none
Loubna Ben Allal
dblp:334/4542
0.8 12024 4 · 4 since 2021 2025 none
Anton Lozhkov
dblp:317/0610
0.8 12024 3 · 3 since 2021 2024 none
Eric Slyman
dblp:298/4702
0.8 12024 4 · 4 since 2021 2025 corroborated
Leandro von Werra
dblp:223/1855
0.8 12024 5 · 5 since 2021 2024 none
Kushal Kafle
dblp:188/6388
0.8 12024 27 · 16 since 2021 2026 verified
Stefan Lee
dblp:158/5809
0.8 12024 61 · 27 since 2021 2025 corroborated
Colin Raffel
dblp:149/0082
0.8 12024 60 · 37 since 2021 2025 none
Alessandro Cappelli
dblp:78/6586
0.7 12023 7 · 6 since 2021 2023 none
Ruxandra Cojocaru
dblp:348/9145
0.7 12023 1 · 1 since 2021 2023 none
Hamza Alobeidli
dblp:348/9007
0.7 12023 1 · 1 since 2021 2023 none
Daniel Simig
dblp:309/6604
0.7 12023 4 · 4 since 2021 2023 none
Daniel Hesslow
dblp:284/9094
0.7 12023 4 · 4 since 2021 2023 none
Kushal Tirumala
dblp:276/0937
0.7 12023 8 · 8 since 2021 2025 none
Quentin Malartic
dblp:267/1455
0.7 12023 1 · 1 since 2021 2023 none
Baptiste Pannier
dblp:263/9855
0.7 12023 3 · 2 since 2021 2023 none
Julien Launay
dblp:242/9294
0.7 12023 7 · 6 since 2021 2023 none
Ari S. Morcos
dblp:217/3720
0.7 12023 26 · 17 since 2021 2024 corroborated
Armen Aghajanyan
dblp:168/8426
0.7 12023 18 · 15 since 2021 2025 none
Ebtesam Almazrouei
dblp:164/6456
0.7 12023 6 · 5 since 2021 2024 corroborated
Douglas Eck
dblp:79/4646
0.6 12022 37 · 4 since 2021 2024 none
Chris Callison-Burch
dblp:78/1408
0.6 12022 117 · 46 since 2021 2026 verified
Andrew Nystrom
dblp:217/2387
0.6 12022 2 · 2 since 2021 2023 none
Chiyuan Zhang
dblp:21/8315
0.6 12022 58 · 39 since 2021 2026 corroborated
Daphne Ippolito
dblp:192/2031
0.6 12022 29 · 24 since 2021 2025 corroborated
Nicholas Carlini
dblp:145/1806
0.6 12022 67 · 48 since 2021 2025 verified
Katherine Lee
dblp:115/5082
0.6 12022 21 · 19 since 2021 2025 conflict
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