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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›exploration›information-theoretic exploration›entropy-based exploration topic 14 papers · 56 experts · broader topic added to organise its sub-topics
Experts on entropy-based exploration 56 · 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
Marcello Restelli
dblp:64/1011
1.1 22022 165 · 92 since 2021 2026 verified
Mirco Mutti
dblp:222/2815
1.1 22022 23 · 21 since 2021 2025 none
Furu Wei
dblp:72/5870
1.0 12026 268 · 153 since 2021 2026 corroborated
Wayne Xin Zhao
dblp:52/8700
1.0 12026 265 · 185 since 2021 2026 conflict
Bo Dai 0026
dblp:393/2601
1.0 12026 1 · 1 since 2021 2026 none
Xuekai Zhu
dblp:327/9656
1.0 12026 11 · 11 since 2021 2026 corroborated
Daixuan Cheng
dblp:289/2865
1.0 12026 13 · 13 since 2021 2026 corroborated
Shaohan Huang
dblp:176/0380
1.0 12026 73 · 55 since 2021 2026 corroborated
Carlos Nieto-Granda
dblp:96/3418
0.9 12025 14 · 6 since 2021 2025 corroborated
Wesley Suttle
dblp:238/0223
0.9 12025 10 · 10 since 2021 2025 corroborated
Aamodh Suresh
dblp:192/1462
0.9 12025 1 · 1 since 2021 2025 none
Irina Rish
dblp:r/IrinaRish
0.7 12023 73 · 35 since 2021 2026 verified
Rémi Munos
dblp:69/6815
0.7 12023 176 · 39 since 2021 2025 none
Eric Moulines
dblp:54/2358
0.7 12023 146 · 60 since 2021 2026 corroborated
Denis Belomestny
dblp:53/2440
0.7 12023 10 · 9 since 2021 2025 corroborated
Qisong Yang
dblp:294/0834
0.7 12023 11 · 11 since 2021 2026 corroborated
Matthijs T. J. Spaan
dblp:27/6431
0.7 12023 60 · 19 since 2021 2025 corroborated
Daniil Tiapkin
dblp:267/5445
0.7 12023 17 · 17 since 2021 2025 verified
Pierre Perrault
dblp:222/3254
0.7 12023 10 · 5 since 2021 2024 none
Yunhao Tang
dblp:210/2229
0.7 12023 46 · 32 since 2021 2025 corroborated
Alexey Naumov
dblp:196/2848
0.7 12023 22 · 20 since 2021 2026 unresolved
Arnav Kumar Jain
dblp:190/7826
0.7 12023 9 · 6 since 2021 2025 none
Pierre Ménard
dblp:176/5039
0.7 12023 29 · 21 since 2021 2025 none
Lucas Lehnert
dblp:156/2254
0.7 12023 6 · 2 since 2021 2024 corroborated
Glen Berseth
dblp:147/5478
0.7 12023 47 · 29 since 2021 2025 verified
Daniele Calandriello
dblp:129/1542
0.7 12023 34 · 19 since 2021 2025 none
Michal Valko
dblp:03/5455
0.7 12023 109 · 45 since 2021 2025 conflict
Riccardo De Santi
dblp:313/1635
0.6 12022 9 · 9 since 2021 2025 none
Longbo Huang
dblp:79/7077
0.5 12021 110 · 49 since 2021 2026 corroborated
Jian Li 0015
dblp:33/5448-15
0.5 12021 135 · 32 since 2021 2026 conflict
Lorenzo Pratissoli
dblp:270/0431
0.5 12021 1 · 1 since 2021 2021 none
Yuanying Cai
dblp:267/2287
0.5 12021 5 · 5 since 2021 2023 reported
Chuheng Zhang
dblp:241/9716
0.5 12021 22 · 19 since 2021 2025 corroborated
Jimmy Ba
dblp:78/9117
0.4 12020 52 · 23 since 2021 2024 corroborated
Stephen Zhao
dblp:269/9998
0.4 12020 4 · 3 since 2021 2025 none
Harris Chan
dblp:227/3248
0.4 12020 7 · 4 since 2021 2025 none
Silviu Pitis
dblp:212/1241
0.4 12020 13 · 6 since 2021 2025 none
Bradly C. Stadie
dblp:166/1368
0.4 12020 9 · 2 since 2021 2025 none
Sham M. Kakade
dblp:s/SMKakade
0.4 12019 185 · 64 since 2021 2026 none
Martin Müller 0003
dblp:m/MartinMuller3
0.4 12019 57 · 12 since 2021 2025 conflict
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