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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›Generative modeling›diffusion model›controllable generation›attribute manipulation topic 5 papers · 24 experts · broader topic added to organise its sub-topics
Experts on attribute manipulation 24 · 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
Dandan Tu
dblp:88/8375
0.6 12022 27 · 22 since 2021 2026 conflict
Qingming Huang
dblp:68/4388
0.6 12022 686 · 298 since 2021 2026 conflict
Xin Jin 0004
dblp:68/3340-4
0.6 12022 16 · 7 since 2021 2025 conflict
Shuhui Wang
dblp:37/2537
0.6 12022 203 · 96 since 2021 2026 conflict
Xinzhe Han
dblp:277/8418
0.6 12022 12 · 11 since 2021 2026 corroborated
Shuzhe Wu
dblp:160/1868
0.6 12022 13 · 7 since 2021 2025 corroborated
Guanqi Ding
dblp:154/4017
0.6 12022 4 · 3 since 2021 2025 conflict
Dimitris N. Metaxas
dblp:m/DNMetaxas
0.4 12020 457 · 107 since 2021 2026 conflict
Xiao Li 0041
dblp:66/2069-41
0.4 12020 9 · 1 since 2021 2021 conflict
Frank Guerin
dblp:66/1072
0.4 12020 21 · 11 since 2021 2024 reported
Bo Liu 0005
dblp:58/2670-5
0.4 12020 71 · 40 since 2021 2026 conflict
Ruijiang Gao
dblp:245/9116
0.4 12020 13 · 11 since 2021 2025 none
Chaozheng Wang
dblp:217/1869
0.4 12020 29 · 27 since 2021 2026 conflict
Mun Kim
dblp:204/5617
0.4 12020 1 · 0 since 2021 2020 unresolved
Ligong Han
dblp:187/1675
0.4 12020 32 · 29 since 2021 2026 corroborated
Ruizhe Li 0001
dblp:14/10102-1
0.4 12020 21 · 16 since 2021 2026 conflict
Chenghua Lin 0002
dblp:11/7536-2
0.4 12020 87 · 57 since 2021 2026 verified
Joo-Hwee Lim
dblp:56/432
0.4 12019 168 · 39 since 2021 2026 verified
Jo Yew Tham
dblp:44/5279
0.4 12019 32 · 0 since 2021 2020 none
Kenan E. Ak
dblp:182/2932
0.4 12019 13 · 5 since 2021 2024 corroborated
Ashraf A. Kassim
dblp:08/6127
0.4 12019 83 · 0 since 2021 2020 corroborated
Oliver Thomas 0002
dblp:18/3788-2
0.1 12019 2 · 0 since 2021 2020 verified
Viktoriia Sharmanska
dblp:119/1466
0.1 12019 16 · 6 since 2021 2024 verified
Novi Quadrianto
dblp:06/580
0.1 12019 39 · 8 since 2021 2026 verified
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