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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›Computer vision›Vision and language›language-guided learning topic 5 papers · 21 experts
Sub-topics 1 · with their number of papers; shaded topics divide further
Experts on language-guided learning 21 · 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
Jacob Andreas
dblp:97/8154
0.8 12024 97 · 65 since 2021 2026 corroborated
Thomas L. Griffiths 0001
dblp:34/4472
0.8 12024 279 · 95 since 2021 2026 conflict
Julie A. Shah
dblp:30/6778
0.8 12024 89 · 35 since 2021 2026 verified
Theodore R. Sumers
dblp:275/8880
0.8 12024 14 · 13 since 2021 2025 verified
Belinda Z. Li
dblp:263/9914
0.8 12024 12 · 10 since 2021 2025 corroborated
Andi Peng
dblp:242/9185
0.8 12024 12 · 9 since 2021 2025 corroborated
Ilia Sucholutsky
dblp:239/5108
0.8 12024 30 · 29 since 2021 2025 verified
Jingjing Deng 0001
dblp:72/10974
0.3 12025 38 · 22 since 2021 2026 conflict
Zechao Li
dblp:51/8693
0.3 12025 189 · 93 since 2021 2026 conflict
Haofeng Zhang 0001
dblp:17/4297
0.3 12025 112 · 84 since 2021 2026 conflict
Jianqin Zhao
dblp:151/9195
0.3 12025 4 · 3 since 2021 2026 reported
Han Qiu 0001
dblp:15/4507-1
0.3 12025 78 · 69 since 2021 2026 conflict
Yogesh S. Rawat
dblp:148/2258
0.3 12025 54 · 39 since 2021 2026 verified
Chenyi Jiang
dblp:132/7866
0.3 12025 13 · 12 since 2021 2026 conflict
Peter Ford Dominey
dblp:76/218
0.1 12020 30 · 7 since 2021 2025 verified
Pierre-Yves Oudeyer
dblp:33/5513
0.1 12020 67 · 24 since 2021 2025 verified
Tristan Karch
dblp:259/0916
0.1 12020 4 · 3 since 2021 2022 unresolved
Nicolas Lair
dblp:252/5413
0.1 12020 2 · 0 since 2021 2020 reported
Jean-Michel Dussoux
dblp:252/5188
0.1 12020 2 · 0 since 2021 2020 none
Cédric Colas
dblp:215/3872
0.1 12020 18 · 13 since 2021 2025 verified
Clément Moulin-Frier
dblp:124/0220
0.1 12020 11 · 8 since 2021 2025 verified
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