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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›Knowledge representation and reasoning›cognitive modeling›cognitive architecture topic 54 papers · 115 experts · broader topic added to organise its sub-topics
Sub-topics 6 · with their number of papers; shaded topics divide further
Experts on cognitive architecture 115 · 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
John E. Laird
dblp:l/JohnELaird
1.6 152022 57 · 4 since 2021 2026 verified
Sukanya Mandal
dblp:371/5593
0.9 12025 2 · 2 since 2021 2025 none
Noel E. O'Connor
dblp:01/2487
0.9 12025 204 · 37 since 2021 2026 verified
Matthias Scheutz
dblp:00/2197
0.8 22024 157 · 38 since 2021 2026 verified
Reid G. Simmons
dblp:s/ReidGSimmons
0.8 12024 133 · 20 since 2021 2026 verified
Jochem W. Rieger
dblp:60/10741
0.8 12024 8 · 5 since 2021 2024 verified
Jelmer P. Borst
dblp:54/6476
0.8 12024 22 · 9 since 2021 2024 verified
Sarah Schneider
dblp:52/6808
0.8 12024 3 · 3 since 2021 2024 conflict
Liping Liu 0001
dblp:47/5615-1
0.8 12024 31 · 18 since 2021 2025 conflict
Pierrick Lorang
dblp:375/6558
0.8 12024 4 · 4 since 2021 2025 none
Joseph Fatoye
dblp:371/5970
0.8 12024 1 · 1 since 2021 2024 none
Moritz Held
dblp:360/3380
0.8 12024 5 · 5 since 2021 2024 corroborated
Andreea Minculescu
dblp:360/2699
0.8 12024 2 · 2 since 2021 2025 reported
Eric J. Kildebeck
dblp:338/9456
0.8 12024 1 · 1 since 2021 2024 none
Stephen A. Goss
dblp:338/9312
0.8 12024 1 · 1 since 2021 2024 none
Patrick Feeney
dblp:242/8415
0.8 12024 1 · 1 since 2021 2024 none
Shivam Goel
dblp:234/8437
0.8 12024 5 · 4 since 2021 2025 corroborated
Ravenna Thielstrom
dblp:190/8399
0.8 12024 6 · 3 since 2021 2024 corroborated
Feiyu Zhu 0003
dblp:189/3675-3
0.8 12024 2 · 2 since 2021 2025 conflict
Panagiotis Lymperopoulos
dblp:160/6413
0.8 12024 4 · 4 since 2021 2025 reported
Michael C. Hughes
dblp:117/8186
0.8 12024 25 · 12 since 2021 2025 verified
Evan A. Krause
dblp:117/4915
0.8 12024 8 · 3 since 2021 2024 none
Jivko Sinapov
dblp:05/6973
0.8 12024 43 · 16 since 2021 2026 corroborated
Aaron Mininger
dblp:134/3483
0.6 12022 3 · 1 since 2021 2022 none
Michael T. Cox
dblp:31/1758
0.5 22017 21 · 1 since 2021 2021 corroborated
Dustin Dannenhauer
dblp:130/3658
0.5 22017 9 · 1 since 2021 2021 verified
Justin Li
dblp:117/5003
0.5 32015 8 · 3 since 2021 2025 conflict
Pat Langley
dblp:l/PatLangley
0.3 22017 120 · 4 since 2021 2025 verified
Paulo Shakarian
dblp:73/8292
0.3 12026 43 · 5 since 2021 2026 verified
Jaelle Scheuerman
dblp:204/3014
0.3 12017 4 · 1 since 2021 2021 none
Dina M. Acklin
dblp:204/3000
0.3 12017 1 · 0 since 2021 2017 none
Sravya Kondrakunta
dblp:195/8222
0.3 12017 2 · 0 since 2021 2019 reported
Qi Liu 0003
dblp:95/2446-3
0.3 12025 428 · 293 since 2021 2026 conflict
Shuanghong Shen
dblp:270/6478
0.3 12025 38 · 37 since 2021 2026 verified
Weibo Gao
dblp:251/9617
0.3 12025 37 · 35 since 2021 2026 conflict
Tianfu Wang 0002
dblp:25/3611-2
0.3 12025 14 · 14 since 2021 2026 conflict
Zheng Zhang 0048
dblp:181/2621-48
0.3 12025 29 · 29 since 2021 2026 conflict
Zhenya Huang
dblp:178/8690
0.3 12025 148 · 125 since 2021 2026 verified
Junyu Lu 0003
dblp:155/6767-3
0.3 12025 16 · 16 since 2021 2026 conflict
Donald Perlis
dblp:p/DPerlis
0.2 12016 54 · 0 since 2021 2016 verified
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