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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›Natural language and speech›Speech recognition and synthesis›speaker recognition›speaker verification›score normalization topic 5 papers · 16 experts · broader topic added to organise its sub-topics
Experts on score normalization 16 · 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
Hsin-Min Wang
dblp:28/5019
0.7 12023 222 · 52 since 2021 2026 verified
Qian-Bei Hong
dblp:214/2195
0.7 12023 7 · 3 since 2021 2023 corroborated
Chung-Hsien Wu 0001
dblp:20/924
0.7 12023 178 · 16 since 2021 2026 conflict
Massimo Tistarelli
dblp:44/1095
0.2 12014 76 · 18 since 2021 2026 verified
Norman Poh
dblp:20/5435
0.2 12014 43 · 1 since 2021 2024 verified
Yunlian Sun
dblp:03/3647
0.2 12014 21 · 12 since 2021 2026 corroborated
Walter J. Scheirer
dblp:80/4900
0.2 22012 83 · 33 since 2021 2026 verified
Terrance E. Boult
dblp:08/6458
0.2 22012 123 · 16 since 2021 2025 verified
Ross J. Micheals
dblp:91/5239
0.1 12010 8 · 0 since 2021 2013 none
Anderson Rocha 0001
dblp:81/2446
0.1 12010 135 · 41 since 2021 2026 verified
Peter N. Belhumeur
dblp:12/5558
0.0 12012 82 · 0 since 2021 2020 none
Neeraj Kumar 0006
dblp:04/8395-6
0.0 12012 11 · 0 since 2021 2013 conflict
Pierre Dumouchel
dblp:94/1450
0.0 12007 71 · 0 since 2021 2017 corroborated
Pierre Ouellet
dblp:80/2894
0.0 12007 30 · 0 since 2021 2014 none
Gilles Boulianne
dblp:65/5581
0.0 12007 56 · 3 since 2021 2025 verified
Patrick Kenny
dblp:41/2232
0.0 12007 95 · 0 since 2021 2019 none
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