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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›Reinforcement learning›benchmark design topic 11 papers · 86 experts · placed by the area most of its papers name
Experts on benchmark design 86 · 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
Yangqiu Song
dblp:86/2159
1.0 12026 227 · 100 since 2021 2026 verified
Daniel Khashabi
dblp:71/10515
1.0 12026 58 · 40 since 2021 2026 corroborated
Weiqi Wang 0001
dblp:51/5775-1
1.0 12026 19 · 19 since 2021 2026 conflict
Jiefu Ou
dblp:263/7817
1.0 12026 6 · 5 since 2021 2026 none
Benjamin Van Durme
dblp:06/4775
1.0 12026 165 · 83 since 2021 2026 verified
Nariman Farsad
dblp:96/10060
0.9 12025 36 · 7 since 2021 2025 verified
Isaac Woungang
dblp:67/176
0.9 12025 120 · 38 since 2021 2026 verified
Yong-Yeol Ahn
dblp:64/6974
0.9 12025 22 · 8 since 2021 2025 reported
Luc McCutcheon
dblp:329/4246
0.9 12025 3 · 3 since 2021 2025 none
Rachith Aiyappa
dblp:324/8600
0.9 12025 2 · 2 since 2021 2025 unresolved
Evangelos Chatzaroulas
dblp:321/3900
0.9 12025 2 · 2 since 2021 2025 unresolved
Ozgur Can Seckin
dblp:315/4908
0.9 12025 4 · 4 since 2021 2025 verified
Munjung Kim
dblp:313/1977
0.9 12025 2 · 2 since 2021 2025 unresolved
K. R. Zentner
dblp:295/9732
0.9 12025 4 · 4 since 2021 2025 none
Reginald McLean
dblp:282/3208
0.9 12025 2 · 1 since 2021 2025 reported
Frank Röder
dblp:264/5953
0.9 12025 3 · 2 since 2021 2025 reported
J. K. Terry 0001
dblp:242/8943
0.9 12025 5 · 5 since 2021 2025 verified
Ryan Julian
dblp:227/2645
0.9 12025 5 · 5 since 2021 2025 none
Sadamori Kojaku
dblp:195/5619
0.9 12025 2 · 2 since 2021 2025 none
Tianhe Yu
dblp:192/1797
0.9 12025 25 · 16 since 2021 2026 corroborated
Zhanpeng He
dblp:180/1449
0.9 12025 9 · 7 since 2021 2025 none
Pablo Samuel Castro
dblp:05/5455
0.9 12025 47 · 31 since 2021 2025 verified
Marcus Hutter
dblp:h/MarcusHutter
0.7 12023 126 · 21 since 2021 2026 verified
Ian Horrocks 0001
dblp:h/IanHorrocks
0.7 12023 206 · 35 since 2021 2025 verified
David Vázquez 0001
dblp:94/8653
0.7 12023 61 · 27 since 2021 2025 conflict
Bernardo Cuenca Grau
dblp:71/6448
0.7 12023 112 · 31 since 2021 2026 verified
Alexandre Lacoste
dblp:59/6239
0.7 12023 29 · 11 since 2021 2025 corroborated
Yoshua Bengio
dblp:56/953
0.7 12023 483 · 150 since 2021 2026 verified
Dava J. Newman
dblp:55/6141
0.7 12023 5 · 3 since 2021 2024 reported
Stefano Ermon
dblp:47/8135
0.7 12023 270 · 147 since 2021 2025 verified
Xiao Xiang Zhu 0001
dblp:35/8954
0.7 12023 346 · 193 since 2021 2026 conflict
Shuwen Liu 0007
dblp:319/4278
0.7 12023 2 · 2 since 2021 2023 unresolved
Mehmet Gunturkun
dblp:308/1164
0.7 12023 1 · 1 since 2021 2023 none
Penny Kyburz
dblp:251/3402
0.7 12023 26 · 20 since 2021 2026 verified
Nils Lehmann
dblp:25/7310
0.7 12023 3 · 3 since 2021 2025 none
Evan D. Sherwin
dblp:243/2678
0.7 12023 1 · 1 since 2021 2023 none
Matthew Aitchison
dblp:235/5682
0.7 12023 10 · 8 since 2021 2024 none
Hamed Alemohammad
dblp:230/4508
0.7 12023 5 · 5 since 2021 2023 corroborated
Björn Lütjens
dblp:228/8230
0.7 12023 7 · 6 since 2021 2025 corroborated
Egor V. Kostylev
dblp:22/7920
0.7 12023 59 · 16 since 2021 2026 verified
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