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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.
Computer architecture, parallel and distributed computing, and storage systems›Parallel and multicore computing›data-parallel programming›parallel stream processing topic 4 papers · 14 experts · broader topic added to organise its sub-topics
Experts on parallel stream processing 14 · 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
Volker Markl
dblp:m/VMarkl
0.5 12021 191 · 75 since 2021 2026 verified
Bingsheng He
dblp:h/BingshengHe
0.5 12021 391 · 169 since 2021 2026 verified
Richard T. B. Ma
dblp:70/3312
0.5 12021 83 · 18 since 2021 2026 verified
Yancan Mao
dblp:295/3462
0.5 12021 12 · 12 since 2021 2026 corroborated
Philipp M. Grulich
dblp:196/1382
0.5 12021 22 · 14 since 2021 2026 verified
Steffen Zeuch
dblp:142/9136
0.5 12021 40 · 26 since 2021 2026 verified
Shuhao Zhang 0001
dblp:135/4657
0.5 12021 50 · 38 since 2021 2026 conflict
Jiong He
dblp:132/8994
0.5 12021 15 · 2 since 2021 2022 corroborated
Hans-Arno Jacobsen
dblp:j/HansArnoJacobsen
0.4 12020 209 · 65 since 2021 2026 verified
Amirhesam Shahvarani
dblp:181/5740
0.4 12020 3 · 1 since 2021 2021 none
in pool Divyakant Agrawal
dblp:a/DivyakantAgrawal
0.1 22009 341 · 46 since 2021 2026 verified
Amr El Abbadi
dblp:a/AmrElAbbadi
0.1 22009 304 · 37 since 2021 2026 verified
Shyam Antony
dblp:80/4547
0.1 22009 5 · 0 since 2021 2009 none
Sudipto Das
dblp:71/5974
0.1 22009 35 · 2 since 2021 2023 corroborated
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