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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›Graph learning›graph neural network›graph convolution›simplified graph convolution topic 3 papers · 11 experts · broader topic added to organise its sub-topics
Experts on simplified graph convolution 11 · 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
Haoxin Liu 0002
dblp:271/4141-2
0.6 12022 3 · 3 since 2021 2022 corroborated
Kilian Q. Weinberger
dblp:88/4801
0.4 12019 130 · 48 since 2021 2026 corroborated
Christopher Fifty
dblp:236/4965
0.4 12019 5 · 4 since 2021 2025 none
Felix Wu
dblp:20/2322
0.4 12019 32 · 16 since 2021 2024 none
Tianyi Zhang 0007
dblp:17/322-7
0.4 12019 4 · 1 since 2021 2021 none
Amauri H. Souza
dblp:131/3352
0.4 12019 29 · 15 since 2021 2025 corroborated
Irwin King
dblp:k/IrwinKing
0.2 12023 391 · 124 since 2021 2026 verified
Yankai Chen 0001
dblp:96/5327-1
0.2 12023 39 · 34 since 2021 2026 verified
Zixing Song
dblp:87/10242
0.2 12023 27 · 27 since 2021 2026 corroborated
Piotr Koniusz
dblp:25/8616
0.2 12023 110 · 75 since 2021 2026 verified
Hao Zhu 0010
dblp:10/3520-10
0.2 12023 24 · 22 since 2021 2026 conflict
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