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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›Machine learning›Transfer learning and domain adaptation›transfer learning for NLP topic 4 papers · 23 experts · moved here from another area
Experts on transfer learning for NLP 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
Christopher Joseph Pal
dblp:45/1217
0.5 12021 109 · 38 since 2021 2025 verified
Amine Elhattami
dblp:274/7233
0.5 12021 1 · 1 since 2021 2021 none
Jonathan Pilault
dblp:248/8053
0.5 12021 6 · 5 since 2021 2024 none
Adam Roberts
dblp:95/6569
0.4 12020 30 · 15 since 2021 2024 conflict
Noam Shazeer
dblp:80/4668
0.4 12020 28 · 7 since 2021 2025 none
Wei Li 0133
dblp:64/6025-133
0.4 12020 13 · 5 since 2021 2022 conflict
Michael Matena
dblp:251/5536
0.4 12020 4 · 3 since 2021 2022 none
Peter J. Liu
dblp:190/7667
0.4 12020 18 · 8 since 2021 2025 none
Sharan Narang
dblp:173/5215
0.4 12020 17 · 11 since 2021 2025 none
Colin Raffel
dblp:149/0082
0.4 12020 60 · 37 since 2021 2025 none
Yanqi Zhou
dblp:142/3202
0.4 12020 29 · 13 since 2021 2025 conflict
Katherine Lee
dblp:115/5082
0.4 12020 21 · 19 since 2021 2025 conflict
Holger Schwenk
dblp:92/6322
0.3 12017 66 · 12 since 2021 2023 none
Loïc Barrault
dblp:86/7823
0.3 12017 27 · 11 since 2021 2025 verified
Antoine Bordes
dblp:49/4572
0.3 12017 41 · 2 since 2021 2022 none
Alexis Conneau
dblp:182/2017
0.3 12017 29 · 15 since 2021 2024 none
Douwe Kiela
dblp:136/9140
0.3 12017 76 · 32 since 2021 2025 none
Lu Zhang 0023
dblp:z/LuZhang1
0.2 12016 206 · 47 since 2021 2026 conflict
Ge Li 0001
dblp:24/712-1
0.2 12016 128 · 76 since 2021 2026 conflict
Zhi Jin 0001
dblp:22/3510-1
0.2 12016 276 · 149 since 2021 2027 conflict
Rui Yan 0001
dblp:19/2405-1
0.2 12016 234 · 125 since 2021 2026 conflict
Lili Mou
dblp:127/0779
0.2 12016 70 · 25 since 2021 2026 corroborated
Yan Xu 0013
dblp:03/4702-13
0.2 12016 8 · 0 since 2021 2016 conflict
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