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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›Efficient and distributed learning›machine learning libraries topic 6 papers · 36 experts
Experts on machine learning libraries 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
Cécile Capponi
dblp:c/CecileCapponi
0.6 12022 15 · 4 since 2021 2023 verified
Hachem Kadri
dblp:88/9175
0.6 12022 30 · 14 since 2021 2024 corroborated
François Laviolette
dblp:29/718
0.6 12022 58 · 4 since 2021 2022 corroborated
Baptiste Bauvin
dblp:275/7171
0.6 12022 3 · 2 since 2021 2023 reported
Riikka Huusari
dblp:217/2026
0.6 12022 8 · 5 since 2021 2025 corroborated
Dominique Benielli
dblp:194/7393
0.6 12022 1 · 1 since 2021 2022 none
Sokol Koço
dblp:17/9988
0.6 12022 8 · 2 since 2021 2023 none
Arun S. Maiya
dblp:03/4136
0.6 12022 10 · 1 since 2021 2022 none
in pool Michael J. Franklin
dblp:f/MJFranklin
0.2 12016 192 · 18 since 2021 2025 conflict
Sean Owen
dblp:84/2628
0.2 12016 2 · 0 since 2021 2016 none
Shivaram Venkataraman
dblp:65/8569
0.2 12016 55 · 26 since 2021 2026 verified
Reza Bosagh Zadeh
dblp:61/10451
0.2 12016 10 · 0 since 2021 2016 none
Ameet Talwalkar
dblp:56/5528
0.2 12016 66 · 28 since 2021 2026 verified
Reynold Xin
dblp:47/7258
0.2 12016 24 · 5 since 2021 2025 corroborated
in pool Matei Zaharia
dblp:36/2133
0.2 12016 133 · 66 since 2021 2026 verified
Manish Amde
dblp:36/1832
0.2 12016 4 · 0 since 2021 2016 none
Joseph K. Bradley
dblp:21/1442
0.2 12016 10 · 0 since 2021 2016 none
Burak Yavuz
dblp:163/2321
0.2 12016 4 · 0 since 2021 2020 corroborated
D. B. Tsai
dblp:163/2280
0.2 12016 2 · 1 since 2021 2024 none
Jeremy Freeman
dblp:163/2081
0.2 12016 3 · 1 since 2021 2023 corroborated
Davies Liu
dblp:163/0582
0.2 12016 3 · 0 since 2021 2016 none
Evan Randall Sparks
dblp:136/5765
0.2 12016 10 · 0 since 2021 2020 none
Doris Xin
dblp:135/0135
0.2 12016 14 · 4 since 2021 2022 none
Jeff Heaton
dblp:164/6096
0.2 12015 2 · 0 since 2021 2017 unresolved
Martin Hirzel
dblp:34/6431
0.2 12022 58 · 17 since 2021 2025 verified
Ingkarat Rak-amnouykit
dblp:286/4310
0.2 12022 4 · 3 since 2021 2025 verified
Ana L. Milanova
dblp:252/3794
0.2 12022 40 · 6 since 2021 2025 verified
Guillaume Baudart
dblp:137/3096
0.2 12022 18 · 10 since 2021 2025 corroborated
Julian Dolby
dblp:08/7028
0.2 12022 75 · 12 since 2021 2025 corroborated
Parikshit Ram
dblp:99/8314
0.2 12013 47 · 29 since 2021 2026 corroborated
William B. March
dblp:98/8314
0.2 12013 12 · 0 since 2021 2017 none
Nishant A. Mehta
dblp:87/8143
0.2 12013 28 · 10 since 2021 2026 verified
Alexander G. Gray
dblp:85/110
0.2 12013 70 · 18 since 2021 2025 conflict
Ryan R. Curtin
dblp:120/7716
0.2 12013 20 · 7 since 2021 2026 verified
N. P. Slagle
dblp:120/7477
0.2 12013 1 · 0 since 2021 2013 none
James R. Cline
dblp:120/7418
0.2 12013 1 · 0 since 2021 2013 none
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