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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›Optimization for machine learning›implicit differentiation topic 24 papers · 86 experts
Experts on implicit differentiation 86 · 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
Ross M. Clarke
dblp:304/7918
0.6 12022 2 · 2 since 2021 2024 none
Aysim Toker
dblp:277/5926
0.6 12022 8 · 7 since 2021 2025 verified
Marvin Eisenberger
dblp:218/6006
0.6 12022 13 · 9 since 2021 2024 reported
Shaojie Bai
dblp:217/1742
0.6 12022 25 · 20 since 2021 2026 conflict
Elre T. Oldewage
dblp:214/0760
0.6 12022 2 · 1 since 2021 2022 verified
Stephan Hoyer
dblp:200/8807
0.6 12022 4 · 3 since 2021 2024 unresolved
Mathurin Massias
dblp:198/0455
0.6 12022 15 · 10 since 2021 2025 none
Michael Chang 0003
dblp:192/1567
0.6 12022 9 · 4 since 2021 2023 none
Felipe Llinares-López
dblp:157/7706
0.6 12022 13 · 5 since 2021 2025 none
Dylan Campbell
dblp:139/6663
0.6 12022 44 · 31 since 2021 2026 verified
Roy Frostig
dblp:136/9091
0.6 12022 13 · 3 since 2021 2024 corroborated
Florian Bernard 0001
dblp:134/8112-1
0.6 12022 71 · 45 since 2021 2026 conflict
Quentin Berthet
dblp:129/1262
0.6 12022 23 · 10 since 2021 2026 corroborated
Fabian Pedregosa
dblp:11/9764
0.6 12022 27 · 12 since 2021 2024 verified
Zhouchen Lin
dblp:l/ZhouchenLin
0.5 12021 320 · 132 since 2021 2026 verified
Qingyan Meng
dblp:83/8497
0.5 12021 21 · 18 since 2021 2025 conflict
Zongpeng Zhang
dblp:303/0919
0.5 12021 6 · 6 since 2021 2024 corroborated
Antonio Silveti-Falls
dblp:282/3782
0.5 12021 3 · 3 since 2021 2025 verified
Mingqing Xiao 0002
dblp:19/2900-2
0.5 12021 15 · 14 since 2021 2025 conflict
Yisen Wang 0001
dblp:172/1346-1
0.5 12021 118 · 87 since 2021 2026 conflict
Tam Le
dblp:137/4218
0.5 12021 33 · 23 since 2021 2025 conflict
Jiayang Li 0001
dblp:95/7674-1
0.4 12020 5 · 3 since 2021 2023 conflict
Jing Yu 0025
dblp:42/6466-25
0.4 12020 2 · 1 since 2021 2023 verified
Luca Franceschi 0001
dblp:203/4457
0.4 12020 12 · 6 since 2021 2024 verified
Yu Marco Nie
dblp:194/7107
0.4 12020 4 · 3 since 2021 2023 none
Zhaoran Wang 0001
dblp:117/2756-1
0.4 12020 143 · 85 since 2021 2026 conflict
Sham M. Kakade
dblp:s/SMKakade
0.4 12019 185 · 64 since 2021 2026 none
Chris Russell 0001
dblp:57/9988-1
0.4 12019 62 · 25 since 2021 2025 verified
Neill D. F. Campbell
dblp:24/711
0.4 12019 33 · 9 since 2021 2026 verified
Matteo Toso
dblp:225/4596
0.4 12019 7 · 5 since 2021 2026 corroborated
Aravind Rajeswaran
dblp:164/5778
0.4 12019 31 · 20 since 2021 2025 none
Chelsea Finn
dblp:131/1783
0.4 12019 159 · 105 since 2021 2025 verified
Andriy Mnih
dblp:23/1295
0.3 12018 31 · 5 since 2021 2024 none
Michael Figurnov
dblp:161/9967
0.3 12018 6 · 0 since 2021 2020 reported
Shakir Mohamed
dblp:03/6063
0.3 12018 27 · 5 since 2021 2024 verified
Wu Lin
dblp:70/10338
0.2 12024 27 · 12 since 2021 2026 conflict
Roger B. Grosse
dblp:26/7058
0.2 12024 70 · 30 since 2021 2025 none
Jonathan Lorraine
dblp:215/5229
0.2 12024 9 · 7 since 2021 2024 verified
Juhan Bae
dblp:158/9492
0.2 12024 16 · 13 since 2021 2025 corroborated
Eric P. Xing
dblp:36/3855
0.2 12023 407 · 94 since 2021 2026 conflict
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