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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›distributed optimization›communication-efficient distributed optimization topic 17 papers · 55 experts · broader topic added to organise its sub-topics
Experts on communication-efficient distributed optimization 55 · 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
Michael I. Jordan
dblp:j/MichaelIJordan
0.3 12017 478 · 130 since 2021 2026 verified
Inderjit S. Dhillon
dblp:d/InderjitSDhillon
0.3 12017 188 · 36 since 2021 2026 verified
Sanjiv Kumar
dblp:66/6804
0.3 12017 129 · 55 since 2021 2025 conflict
H. Brendan McMahan
dblp:64/898
0.3 12017 47 · 16 since 2021 2026 corroborated
Martin Takác 0001
dblp:42/3759-1
0.3 12017 53 · 34 since 2021 2026 verified
Wu-Jun Li
dblp:26/988
0.3 12017 82 · 33 since 2021 2026 corroborated
Ru Xiang
dblp:176/5631
0.3 12017 3 · 1 since 2021 2021 none
Ying-Hao Shi
dblp:176/5497
0.3 12017 1 · 0 since 2021 2017 none
Simone Forte
dblp:173/5129
0.3 12017 2 · 0 since 2021 2017 none
Martin Jaggi
dblp:17/4402
0.3 12017 109 · 58 since 2021 2026 verified
Shen-Yi Zhao
dblp:159/2043
0.3 12017 7 · 3 since 2021 2025 corroborated
Chenxin Ma
dblp:159/1668
0.3 12017 5 · 1 since 2021 2026 reported
Cho-Jui Hsieh
dblp:14/2770
0.3 12017 238 · 113 since 2021 2026 verified
Virginia Smith
dblp:120/0921
0.3 12017 38 · 28 since 2021 2026 corroborated
Si Si
dblp:03/7627
0.3 12017 36 · 10 since 2021 2026 corroborated
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