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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›Deep learning architectures and training›hybrid neural network›knowledge-based neural networks topic 14 papers · 20 experts · broader topic added to organise its sub-topics
Experts on knowledge-based neural networks 20 · 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
Zhihai Hu
dblp:386/3530
0.9 12025 4 · 4 since 2021 2026 corroborated
Qirong Chen
dblp:271/5613
0.9 12025 4 · 4 since 2021 2026 conflict
Xiaoxuan Shen
dblp:216/4412
0.9 12025 38 · 36 since 2021 2026 verified
Ruxia Liang
dblp:206/3745
0.9 12025 22 · 19 since 2021 2026 conflict
Zhenya Huang
dblp:178/8690
0.9 12025 148 · 125 since 2021 2026 verified
Jia Guo 0002
dblp:57/4142-2
0.7 12023 17 · 14 since 2021 2026 conflict
Chenyang Yang 0001
dblp:32/2760
0.7 12023 221 · 46 since 2021 2026 verified
Ruifang He
dblp:96/9018
0.4 12020 66 · 43 since 2021 2026 corroborated
Fengyu Guo
dblp:160/4774
0.4 12020 12 · 7 since 2021 2025 conflict
Jianwu Dang 0001
dblp:07/6174-1
0.4 12020 210 · 112 since 2021 2026 conflict
Tao Li 0039
dblp:75/4601-39
0.4 12019 9 · 3 since 2021 2024 conflict
Alessandra Mileo
dblp:53/280
0.4 12019 33 · 7 since 2021 2025 verified
Vivek Srikumar
dblp:37/44
0.4 12019 62 · 26 since 2021 2026 corroborated
Seán Quinn
dblp:232/0235
0.4 12019 2 · 0 since 2021 2019 none
Jude W. Shavlik
dblp:s/JudeWShavlik
0.1 91994 114 · 0 since 2021 2016 none
Geoffrey G. Towell
dblp:62/2722
0.1 61994 18 · 0 since 2021 2000 none
David W. Opitz
dblp:95/1531
0.0 21994 9 · 0 since 2021 1999 none
Michiel O. Noordewier
dblp:53/4352
0.0 21990 3 · 0 since 2021 1995 none
Mark W. Craven
dblp:212/7808
0.0 11991 13 · 0 since 2021 2017 none
Richard Maclin
dblp:67/7006
0.0 11992 25 · 0 since 2021 2017 reported
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