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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›Information extraction and text analysis›text normalization›punctuation prediction topic 4 papers · 12 experts · broader topic added to organise its sub-topics
Experts on punctuation prediction 12 · 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
Hwee Tou Ng
dblp:97/3037
0.3 22014 135 · 25 since 2021 2026 none
Khe Chai Sim
dblp:78/6873
0.2 12014 124 · 24 since 2021 2024 corroborated
Xuancong Wang
dblp:120/4133
0.2 12014 6 · 0 since 2021 2017 corroborated
Nan Yang 0002
dblp:51/1629-2
0.2 12013 43 · 17 since 2021 2026 conflict
Mu Li 0001
dblp:36/4526-1
0.2 12013 67 · 8 since 2021 2022 conflict
Shuangzhi Wu
dblp:136/8695
0.2 12013 31 · 18 since 2021 2025 corroborated
Dongdong Zhang 0001
dblp:02/621-1
0.2 12013 56 · 25 since 2021 2026 conflict
Nuno J. Mamede
dblp:m/NunoJMamede
0.1 12012 28 · 0 since 2021 2016 verified
Isabel Trancoso
dblp:72/6829
0.1 12012 175 · 25 since 2021 2026 corroborated
Helena Moniz
dblp:65/6363
0.1 12012 42 · 18 since 2021 2026 verified
Fernando Batista
dblp:07/6052
0.1 12012 37 · 6 since 2021 2024 verified
Wei Lu 0011
dblp:98/6613-11
0.1 12010 81 · 22 since 2021 2025 verified
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