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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›markov decision process›non-markov decision process topic 8 papers · 22 experts · broader topic added to organise its sub-topics
Experts on non-markov decision process 22 · 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
Giuseppe De Giacomo
dblp:g/GDGiacomo
1.0 22022 231 · 78 since 2021 2026 verified
Jing Yang 0002
dblp:62/5839-2
0.9 12025 99 · 46 since 2021 2026 conflict
Yingbin Liang
dblp:51/332
0.9 12025 185 · 69 since 2021 2026 conflict
Ruiquan Huang
dblp:304/8880
0.9 12025 18 · 18 since 2021 2026 corroborated
Ernst Moritz Hahn
dblp:78/6159
0.8 12024 57 · 21 since 2021 2025 verified
Dominik Wojtczak
dblp:76/3220
0.8 12024 58 · 25 since 2021 2026 verified
Fabio Somenzi
dblp:62/5300
0.8 12024 162 · 16 since 2021 2026 verified
Sven Schewe
dblp:38/5198
0.8 12024 129 · 53 since 2021 2026 verified
Mateo Perez
dblp:228/6991
0.8 12024 20 · 16 since 2021 2026 verified
Ashutosh Trivedi 0001
dblp:06/5756
0.8 12024 80 · 36 since 2021 2026 conflict
Marcus Hutter
dblp:h/MarcusHutter
0.7 22019 126 · 21 since 2021 2026 verified
Sultan Javed Majeed
dblp:222/7835
0.7 22019 4 · 1 since 2021 2021 none
Aoyang Qin
dblp:350/4443
0.7 12023 2 · 2 since 2021 2024 none
Sirui Xie
dblp:232/3072
0.7 12023 16 · 12 since 2021 2025 corroborated
Qing Li 0003
dblp:181/2689-3
0.7 12023 40 · 32 since 2021 2026 conflict
Feng Gao 0013
dblp:10/2674-13
0.7 12023 12 · 7 since 2021 2025 conflict
Song-Chun Zhu
dblp:10/10313
0.7 12023 358 · 103 since 2021 2026 conflict
Gabriel Paludo Licks
dblp:271/4713
0.6 12022 4 · 2 since 2021 2024 corroborated
Alessandro Ronca
dblp:166/1433
0.6 12022 14 · 10 since 2021 2025 verified
Ronen I. Brafman
dblp:b/RonenIBrafman
0.4 12019 110 · 12 since 2021 2026 verified
Steven D. Whitehead
dblp:88/5375
0.0 11995 11 · 0 since 2021 1997 none
Long Ji Lin
dblp:69/6379
0.0 11995 8 · 0 since 2021 1995 none
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