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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›Representation and self-supervised learning›systematic generalization topic 33 papers · 112 experts · placed by the area most of its papers name
Experts on systematic generalization 112 · 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
Yixin Zhu 0001
dblp:91/1103-1
2.0 32024 109 · 69 since 2021 2026 conflict
Ying Nian Wu
dblp:18/568
2.0 32024 145 · 83 since 2021 2026 conflict
Song-Chun Zhu
dblp:10/10313
2.0 32024 358 · 103 since 2021 2026 conflict
Dzmitry Bahdanau
dblp:151/6504
1.5 32022 19 · 10 since 2021 2024 none
Siyuan Huang 0001
dblp:62/885-1
1.4 22024 71 · 60 since 2021 2026 conflict
Qing Li 0003
dblp:181/2689-3
1.4 22024 40 · 32 since 2021 2026 conflict
Jürgen Schmidhuber
dblp:s/JurgenSchmidhuber
1.4 32022 259 · 59 since 2021 2025 verified
Sungjin Ahn
dblp:91/832
1.3 22023 47 · 27 since 2021 2026 conflict
Gautam Singh
dblp:35/2642
1.3 22023 20 · 10 since 2021 2025 conflict
Yeongbin Kim
dblp:232/6519
1.3 22023 2 · 2 since 2021 2023 none
Xavier Boix
dblp:87/8652
1.3 22024 26 · 6 since 2021 2024 corroborated
Tomotake Sasaki
dblp:63/10494
1.3 22024 7 · 6 since 2021 2024 verified
Vanessa D'Amario
dblp:214/7683
1.3 22024 3 · 3 since 2021 2024 reported
Bernhard Schölkopf
dblp:97/119
1.1 22022 463 · 165 since 2021 2026 verified
Francesco Locatello
dblp:195/6074
1.1 22022 74 · 54 since 2021 2025 verified
Róbert Csordás
dblp:166/4773
1.1 22022 16 · 15 since 2021 2025 none
Kazuki Irie
dblp:148/9667
1.1 22022 37 · 19 since 2021 2025 corroborated
Yoshua Bengio
dblp:56/953
1.0 22021 483 · 150 since 2021 2026 verified
Aaron C. Courville
dblp:56/1688
0.9 22021 159 · 71 since 2021 2025 verified
Brenden M. Lake
dblp:47/9567
0.9 12025 60 · 31 since 2021 2025 verified
Yueh-Han Chen
dblp:371/5285
0.9 12025 4 · 4 since 2021 2025 none
Felipe del Río
dblp:302/4266
0.9 12025 2 · 2 since 2021 2025 none
Daniel Florea
dblp:300/1381
0.9 12025 1 · 1 since 2021 2025 none
Alain Raymond-Saez
dblp:294/8655
0.9 12025 2 · 2 since 2021 2025 none
Alvaro Soto
dblp:25/3682
0.9 12025 47 · 8 since 2021 2025 corroborated
Guy Davidson
dblp:241/9650
0.9 12025 9 · 7 since 2021 2025 unresolved
Cristian Buc Calderon
dblp:240/7994
0.9 12025 6 · 6 since 2021 2025 corroborated
Rodrigo Toro Icarte
dblp:200/8660
0.9 12025 15 · 10 since 2021 2026 verified
Julio Hurtado
dblp:178/4255
0.9 12025 7 · 6 since 2021 2026 corroborated
Alexander Koller
dblp:52/3406
0.8 12024 75 · 22 since 2021 2026 verified
Xiaojuan Tang
dblp:332/0595
0.8 12024 3 · 3 since 2021 2026 reported
Haotong Yang 0001
dblp:329/6378-1
0.8 12024 5 · 5 since 2021 2025 none
Matthias Lindemann
dblp:220/5444
0.8 12024 9 · 5 since 2021 2025 corroborated
Yitao Liang
dblp:173/4969
0.8 12024 42 · 35 since 2021 2026 corroborated
Muhan Zhang
dblp:157/5518
0.8 12024 76 · 63 since 2021 2026 conflict
Kentaro Takemoto
dblp:15/6304
0.8 12024 3 · 1 since 2021 2024 corroborated
Ivan Titov 0001
dblp:08/5391-1
0.8 12024 103 · 35 since 2021 2026 corroborated
Moyuru Yamada
dblp:01/11186
0.8 12024 6 · 5 since 2021 2026 corroborated
Marcello Restelli
dblp:64/1011
0.7 12023 165 · 92 since 2021 2026 verified
Kenny Smith
dblp:58/6224
0.7 12023 61 · 26 since 2021 2025 corroborated
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