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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›Natural language and speech›Language models and text generation›large language model evaluation›human-model comparison topic 11 papers · 42 experts · broader topic added to organise its sub-topics
Experts on human-model comparison 42 · 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
Samuel Joseph Amouyal
dblp:321/1032
1.9 22026 4 · 4 since 2021 2026 none
Jonathan Berant
dblp:31/8178
1.9 22026 82 · 42 since 2021 2026 none
Aya Meltzer-Asscher
dblp:229/5434
1.9 22026 3 · 3 since 2021 2026 verified
Michael C. Frank
dblp:51/9014
0.8 12024 131 · 48 since 2021 2025 verified
Tonya Murray
dblp:380/0358
0.8 12024 1 · 1 since 2021 2024 none
Rebecca D. Silverman
dblp:380/0288
0.8 12024 1 · 1 since 2021 2024 none
Alvin Wei Ming Tan
dblp:374/2285
0.8 12024 11 · 11 since 2021 2025 none
Chunhua Yu
dblp:25/96
0.8 12024 2 · 2 since 2021 2025 unresolved
Jason D. Yeatman
dblp:24/10396
0.8 12024 5 · 5 since 2021 2025 verified
Bria Long
dblp:239/0205
0.8 12024 10 · 6 since 2021 2024 none
Wanjing Ma
dblp:21/11473
0.8 12024 14 · 12 since 2021 2026 conflict
Edward Gibson
dblp:93/5649
0.7 12023 40 · 18 since 2021 2026 corroborated
Evelina Fedorenko
dblp:36/9284
0.7 12023 15 · 12 since 2021 2026 verified
Rishav Mukherji
dblp:338/9227
0.7 12023 2 · 2 since 2021 2024 none
Olessia Jouravlev
dblp:336/3960
0.7 12023 2 · 2 since 2021 2026 corroborated
Lakshya Singhal
dblp:321/0630
0.7 12023 3 · 3 since 2021 2023 none
Julien Colin
dblp:308/6238
0.7 12023 5 · 5 since 2021 2023 reported
Thomas Fel
dblp:274/2390
0.7 12023 24 · 24 since 2021 2025 verified
Sammy Floyd
dblp:249/7024
0.7 12023 9 · 5 since 2021 2025 unresolved
Victor Boutin
dblp:228/3333
0.7 12023 16 · 14 since 2021 2025 corroborated
Akash Nagaraj
dblp:224/7006
0.7 12023 3 · 2 since 2021 2025 reported
Jennifer Hu 0001
dblp:217/1862
0.7 12023 21 · 17 since 2021 2026 conflict
Thomas Serre
dblp:20/358
0.7 12023 53 · 31 since 2021 2025 none
Felix A. Wichmann
dblp:42/5049
0.4 12020 15 · 3 since 2021 2025 verified
Kristof Meding
dblp:201/7024
0.4 12020 5 · 2 since 2021 2025 verified
Robert Geirhos
dblp:176/0076
0.4 12020 19 · 15 since 2021 2026 verified
Kathy Garcia
dblp:404/6362
0.3 12025 1 · 1 since 2021 2025 none
Colin Conwell
dblp:309/6127
0.3 12025 4 · 4 since 2021 2025 none
Emalie McMahon
dblp:270/0772
0.3 12025 2 · 2 since 2021 2025 none
Leyla Isik
dblp:147/4961
0.3 12025 6 · 4 since 2021 2025 reported
Michael F. Bonner
dblp:125/8059
0.3 12025 5 · 4 since 2021 2025 verified
R. T. Pramod
dblp:191/4647
0.2 12016 4 · 3 since 2021 2025 corroborated
S. P. Arun
dblp:119/3870
0.2 12016 5 · 2 since 2021 2022 corroborated
Ali Borji
dblp:49/6311
0.2 12014 98 · 18 since 2021 2026 conflict
Laurent Itti
dblp:31/3256
0.2 12014 108 · 26 since 2021 2025 verified
Benjamin Recht
dblp:r/BenRecht
0.1 12020 71 · 12 since 2021 2026 verified
Alex Fang
dblp:260/0449
0.1 12020 13 · 11 since 2021 2025 none
Horia Mania
dblp:166/1154
0.1 12020 9 · 2 since 2021 2022 none
Vaishaal Shankar
dblp:159/3628
0.1 12020 25 · 16 since 2021 2025 none
Rebecca Roelofs
dblp:145/2224
0.1 12020 18 · 13 since 2021 2025 none
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