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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›Kernel, tree and ensemble methods›linear model›linear classifier topic 13 papers · 35 experts · broader topic added to organise its sub-topics
Experts on linear classifier 35 · 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
Sanjeev Arora
dblp:a/SArora
0.5 12021 141 · 39 since 2021 2025 conflict
Zhiyuan Li 0005
dblp:39/7780-5
0.5 12021 41 · 29 since 2021 2026 verified
Kaifeng Lyu
dblp:220/3283
0.5 12021 27 · 22 since 2021 2025 none
Runzhe Wang
dblp:153/0092
0.5 12021 23 · 20 since 2021 2027 conflict
Daniel Hsu 0001
dblp:h/DanielHsu
0.2 12015 92 · 26 since 2021 2025 verified
Shai Shalev-Shwartz
dblp:95/2750
0.2 12015 99 · 5 since 2021 2022 verified
Sivan Sabato
dblp:57/4067
0.2 12015 49 · 11 since 2021 2026 verified
Nathan Srebro
dblp:50/3633
0.2 12015 163 · 54 since 2021 2026 verified
Tong Zhang 0001
dblp:07/4227-1
0.2 12015 331 · 128 since 2021 2026 conflict
Gavin Brown 0003
dblp:93/2057-3
0.2 12022 10 · 9 since 2021 2024 none
Mark Bun
dblp:126/4933
0.2 12022 45 · 16 since 2021 2026 verified
Adam D. Smith 0001
dblp:04/5072
0.2 12022 112 · 30 since 2021 2026 conflict
Somesh Jha
dblp:j/SomeshJha
0.1 12021 214 · 58 since 2021 2026 verified
Kamalika Chaudhuri
dblp:56/6435
0.1 12021 112 · 46 since 2021 2025 corroborated
Robi Bhattacharjee
dblp:237/9976
0.1 12021 12 · 10 since 2021 2025 none
George Forman
dblp:79/1821
0.1 12009 29 · 1 since 2021 2021 corroborated
Shyamsundar Rajaram
dblp:17/17
0.1 12009 14 · 0 since 2021 2010 none
Martin Scholz
dblp:16/4416
0.1 12009 15 · 0 since 2021 2009 corroborated
Chia-Hua Ho
dblp:61/9988
0.1 12015 7 · 0 since 2021 2016 none
Chih-Jen Lin
dblp:61/1218
0.1 12015 120 · 15 since 2021 2025 verified
Bo-Yu Chu
dblp:166/5193
0.1 12015 2 · 1 since 2021 2021 none
Cheng-Hao Tsai
dblp:123/5111
0.1 12015 5 · 0 since 2021 2015 corroborated
Chieh-Yen Lin
dblp:123/5095
0.1 12015 6 · 3 since 2021 2025 none
Ralf Herbrich
dblp:h/RalfHerbrich
0.1 22002 49 · 4 since 2021 2026 corroborated
Thore Graepel
dblp:g/ThoreGraepel
0.1 22002 79 · 8 since 2021 2025 verified
Luis Rueda 0001
dblp:r/LuisRueda
0.0 12002 71 · 13 since 2021 2025 verified
B. John Oommen
dblp:o/BJohnOommen
0.0 12002 241 · 11 since 2021 2025 verified
John Shawe-Taylor
dblp:59/41
0.0 12000 186 · 15 since 2021 2026 verified
Sarunas Raudys
dblp:r/SRaudys
0.0 11997 35 · 0 since 2021 2015 none
S. K. Michael Wong
dblp:w/SKMichaelWong
0.0 11992 67 · 0 since 2021 2005 none
S. J. Wan
dblp:48/4267
0.0 11992 4 · 0 since 2021 1994 none
Michael S. Leonard
dblp:82/4734
0.0 11975 3 · 0 since 2021 1983 corroborated
Kerry E. Kilpatrick
dblp:33/2214
0.0 11975 2 · 0 since 2021 1975 none
G. F. Groner
dblp:87/908
0.0 11966 1 · 0 since 2021 1966 none
J. S. Koford
dblp:134/0644
0.0 11966 1 · 0 since 2021 1966 none
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