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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 clustering›signed graph clustering topic 4 papers · 18 experts · broader topic added to organise its sub-topics
Experts on signed graph clustering 18 · 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
Zeyu Zhang 0004
dblp:44/8352-4
0.9 12025 14 · 12 since 2021 2026 conflict
Xueying Zhu
dblp:205/7518
0.9 12025 7 · 6 since 2021 2026 conflict
Lejian Liao
dblp:16/3137
0.9 12025 70 · 21 since 2021 2026 corroborated
Mingzhong Wang
dblp:12/5272
0.9 12025 37 · 18 since 2021 2026 conflict
Xin Li 0033
dblp:09/1365-33
0.9 12025 68 · 35 since 2021 2026 conflict
Steffen Wolf 0001
dblp:75/4364-1
0.6 12022 10 · 3 since 2021 2023 verified
Thorsten Beier
dblp:59/10771
0.6 12022 8 · 2 since 2021 2025 none
Anna Kreshuk
dblp:42/6174
0.6 12022 10 · 5 since 2021 2025 corroborated
Nathan Hütsch
dblp:330/1116
0.6 12022 1 · 1 since 2021 2022 none
Alberto Bailoni
dblp:227/6453
0.6 12022 5 · 2 since 2021 2022 corroborated
Constantin Pape
dblp:213/4097
0.6 12022 10 · 6 since 2021 2026 verified
Fred A. Hamprecht
dblp:18/4529
0.6 12022 86 · 16 since 2021 2026 verified
Matthias Hein 0001
dblp:97/1213-1
0.2 12016 103 · 34 since 2021 2025 corroborated
Pedro Mercado 0001
dblp:14/9077-1
0.2 12016 5 · 0 since 2021 2019 unresolved
Francesco Tudisco
dblp:136/5777
0.2 12016 19 · 13 since 2021 2026 verified
Inderjit S. Dhillon
dblp:d/InderjitSDhillon
0.1 12012 188 · 36 since 2021 2026 verified
Kai-Yang Chiang
dblp:35/10440
0.1 12012 9 · 0 since 2021 2018 none
Cho-Jui Hsieh
dblp:14/2770
0.1 12012 238 · 113 since 2021 2026 verified
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