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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›Reinforcement learning›oracle-efficient algorithms topic 6 papers · 17 experts
Experts on oracle-efficient algorithms 17 · 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
Sahil Singla 0001
dblp:55/8911
0.9 12025 52 · 25 since 2021 2026 verified
Rohan Ghuge
dblp:232/2005
0.9 12025 9 · 8 since 2021 2025 corroborated
Vidya Muthukumar
dblp:149/0019
0.9 12025 30 · 24 since 2021 2026 corroborated
Jason D. Lee
dblp:88/3262
0.8 12024 148 · 94 since 2021 2026 verified
Wenhao Zhan
dblp:275/3558
0.8 12024 16 · 16 since 2021 2025 reported
Simon S. Du
dblp:176/5602
0.8 12024 127 · 88 since 2021 2025 verified
Yuxin Chen 0002
dblp:11/5123-2
0.8 12024 64 · 30 since 2021 2025 conflict
Alexander Rakhlin
dblp:59/407
0.7 12023 100 · 41 since 2021 2026 corroborated
Adam Block
dblp:258/1018
0.7 12023 21 · 21 since 2021 2026 unresolved
Max Simchowitz
dblp:176/5165
0.7 12023 52 · 31 since 2021 2025 verified
Robert E. Schapire
dblp:s/RobertESchapire
0.5 22017 149 · 12 since 2021 2026 verified
Akshay Krishnamurthy
dblp:85/8024
0.5 22017 94 · 42 since 2021 2026 corroborated
Ziping Xu
dblp:258/0573
0.4 12020 10 · 8 since 2021 2025 corroborated
Ambuj Tewari
dblp:24/567
0.4 12020 117 · 43 since 2021 2026 corroborated
John Langford 0001
dblp:77/4488
0.3 12017 126 · 17 since 2021 2025 conflict
Alekh Agarwal
dblp:24/4383
0.3 12017 92 · 30 since 2021 2025 corroborated
Vasilis Syrgkanis
dblp:32/8820
0.2 12016 82 · 27 since 2021 2025 corroborated
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