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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›language model analysis›uncertainty expression topic 6 papers · 36 experts · broader topic added to organise its sub-topics
Experts on uncertainty expression 36 · 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
Nigel Collier
dblp:90/2619
1.7 22025 88 · 41 since 2021 2026 verified
Dong Yu 0001
dblp:71/4598-1
1.7 22025 394 · 184 since 2021 2026 conflict
Caiqi Zhang
dblp:301/5843
1.7 22025 13 · 13 since 2021 2026 none
Xinting Huang
dblp:240/7147
1.7 22025 18 · 14 since 2021 2025 corroborated
Ruihan Yang
dblp:225/4834
1.7 22025 23 · 22 since 2021 2025 conflict
Zhisong Zhang
dblp:174/7415
1.7 22025 31 · 18 since 2021 2026 conflict
Deqing Yang
dblp:01/2462
1.7 22025 74 · 54 since 2021 2026 conflict
William M. Wells III
dblp:w/WilliamMWellsIII
0.9 12025 123 · 17 since 2021 2026 none
Polina Golland
dblp:g/PolinaGolland
0.9 12025 112 · 24 since 2021 2025 verified
Ameneh Asgari-Targhi
dblp:349/3026
0.9 12025 2 · 2 since 2021 2025 reported
Barbara D. Lam
dblp:288/8939
0.9 12025 4 · 4 since 2021 2025 corroborated
Tina Kapur
dblp:25/6281
0.9 12025 24 · 12 since 2021 2026 corroborated
Tim G. J. Rudner
dblp:230/3480
0.9 12025 28 · 25 since 2021 2025 verified
Yingcheng Liu
dblp:224/0024
0.9 12025 5 · 2 since 2021 2025 corroborated
Gabrielle K. Liu
dblp:222/3068
0.9 12025 7 · 7 since 2021 2026 verified
Gal Yona
dblp:217/1712
0.9 12025 17 · 14 since 2021 2025 corroborated
Avi Caciularu
dblp:207/8509
0.9 12025 29 · 23 since 2021 2025 corroborated
Arman Cohan
dblp:160/1727
0.9 12025 89 · 70 since 2021 2026 corroborated
Idan Szpektor
dblp:15/6513
0.9 12025 60 · 26 since 2021 2026 verified
Rameswar Panda
dblp:126/0986
0.9 12025 76 · 50 since 2021 2025 corroborated
Min Zhang 0005
dblp:83/5342-5
0.8 12024 507 · 324 since 2021 2026 conflict
Xiangliang Zhang 0001
dblp:74/1890-1
0.8 12024 307 · 170 since 2021 2026 conflict
Yue Huang 0001
dblp:48/2209-1
0.8 12024 210 · 142 since 2021 2026 conflict
Siyuan Wu 0001
dblp:44/3983-1
0.8 12024 10 · 10 since 2021 2025 conflict
Chujie Gao
dblp:366/6075
0.8 12024 6 · 6 since 2021 2025 conflict
Zhaocong Li
dblp:336/4244
0.8 12024 4 · 4 since 2021 2024 none
Runzhe Zhan
dblp:286/8257
0.8 12024 22 · 22 since 2021 2026 corroborated
Zhengyan Fu
dblp:269/3927
0.8 12024 1 · 1 since 2021 2024 none
Yao Wan 0001
dblp:167/0275
0.8 12024 76 · 64 since 2021 2026 verified
Xuebo Liu 0002
dblp:166/0029-2
0.8 12024 50 · 47 since 2021 2026 conflict
Qihui Zhang
dblp:160/4750
0.8 12024 24 · 20 since 2021 2026 conflict
Dongping Chen
dblp:151/7051
0.8 12024 28 · 23 since 2021 2026 conflict
Lidia S. Chao
dblp:123/0612
0.8 12024 68 · 44 since 2021 2027 verified
Derek F. Wong
dblp:123/0533
0.8 12024 104 · 76 since 2021 2027 verified
Lichao Sun 0001
dblp:121/0780-1
0.8 12024 140 · 128 since 2021 2026 conflict
Shudong Liu 0004
dblp:03/500-4
0.8 12024 6 · 6 since 2021 2025 verified
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