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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›Knowledge, reasoning and agents›Planning, search and constraint satisfaction›constraint satisfaction›crossword puzzle solving topic 6 papers · 23 experts · broader topic added to organise its sub-topics
Experts on crossword puzzle solving 23 · 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
Yanghua Xiao
dblp:96/999
0.8 12024 240 · 161 since 2021 2026 conflict
Sheng Zhang 0027
dblp:69/6137-27
0.8 12024 7 · 2 since 2021 2024 conflict
Sihang Jiang 0001
dblp:236/6174-1
0.8 12024 32 · 29 since 2021 2026 verified
Chao Wang 0095
dblp:188/7759-95
0.8 12024 40 · 38 since 2021 2026 conflict
Jiaqing Liang
dblp:177/7508
0.8 12024 74 · 61 since 2021 2026 verified
Rui Song 0006
dblp:01/2743-6
0.8 12024 43 · 31 since 2021 2026 conflict
Matthew L. Ginsberg
dblp:g/MatthewLGinsberg
0.6 22022 52 · 1 since 2021 2022 none
Daniel Klein 0001
dblp:93/6085-1
0.6 12022 181 · 36 since 2021 2025 corroborated
Eshaan Pathak
dblp:290/1781
0.6 12022 3 · 3 since 2021 2022 none
Albert Xu
dblp:290/1589
0.6 12022 7 · 7 since 2021 2025 conflict
Nicholas Tomlin
dblp:249/7195
0.6 12022 5 · 4 since 2021 2024 conflict
Eric Wallace
dblp:218/6165
0.6 12022 29 · 18 since 2021 2025 corroborated
Kevin Yang
dblp:13/10565
0.6 12022 20 · 13 since 2021 2025 conflict
Marco Gori
dblp:g/MarcoGori
0.1 12005 199 · 33 since 2021 2026 verified
Giovanni Angelini
dblp:88/3199
0.1 12005 4 · 1 since 2021 2023 unresolved
Marco Ernandes
dblp:74/1595
0.1 12005 7 · 1 since 2021 2025 none
Michael L. Littman
dblp:l/MLLittman
0.0 12002 144 · 21 since 2021 2026 verified
Noam Shazeer
dblp:80/4668
0.0 12002 28 · 7 since 2021 2025 none
Greg A. Keim
dblp:39/917
0.0 12002 3 · 0 since 2021 2002 none
Mark C. Torrance
dblp:84/2432
0.0 11990 1 · 0 since 2021 1990 none
Michael Frank 0005
dblp:42/4902-5
0.0 11990 2 · 1 since 2021 2024 none
Michael P. Halpin
dblp:15/597
0.0 11990 1 · 0 since 2021 1990 none
Stuart C. Shapiro
dblp:s/StuartCShapiro
0.0 11979 44 · 0 since 2021 2015 none
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