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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 self-supervised learning›self-supervised graph neural network topic 3 papers · 15 experts · broader topic added to organise its sub-topics
Experts on self-supervised graph neural network 15 · 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
Zhao Xu 0005
dblp:96/5046-5
0.7 12023 8 · 8 since 2021 2024 verified
David Vázquez 0001
dblp:94/8653
0.7 12023 61 · 27 since 2021 2025 conflict
Shuiwang Ji
dblp:84/6405
0.7 12023 180 · 79 since 2021 2026 verified
Pierre-André Noël
dblp:47/9226
0.7 12023 6 · 6 since 2021 2025 none
Jingtun Zhang
dblp:289/0094
0.7 12023 2 · 2 since 2021 2023 reported
Yaochen Xie
dblp:227/7154
0.7 12023 16 · 13 since 2021 2026 corroborated
Shengchao Liu
dblp:217/7022
0.7 12023 27 · 19 since 2021 2026 conflict
Jian Tang 0005
dblp:181/2667-5
0.7 12023 100 · 59 since 2021 2025 conflict
Daniel L. Rubin
dblp:35/5410
0.6 12022 104 · 19 since 2021 2026 verified
Christopher Lee-Messer
dblp:238/1178
0.6 12022 4 · 4 since 2021 2023 none
Jared Dunnmon
dblp:200/8265
0.6 12022 11 · 6 since 2021 2023 corroborated
Qianying Huang
dblp:187/1651
0.6 12022 5 · 4 since 2021 2025 corroborated
Florian Dubost
dblp:186/7845
0.6 12022 21 · 11 since 2021 2026 corroborated
Siyi Tang
dblp:184/7801
0.6 12022 9 · 7 since 2021 2025 corroborated
Khaled Saab 0002
dblp:176/4061
0.6 12022 11 · 8 since 2021 2023 verified
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