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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›imitation learning›sample-efficient imitation learning topic 3 papers · 12 experts
Sub-topics 1 · with their number of papers; shaded topics divide further
Experts on sample-efficient imitation learning 12 · 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
J. Andrew Bagnell
dblp:65/2021
0.8 12024 93 · 13 since 2021 2025 none
Juntao Ren
dblp:340/8425
0.8 12024 7 · 7 since 2021 2026 conflict
Gokul Swamy 0001
dblp:31/11509-1
0.8 12024 18 · 18 since 2021 2026 none
Steven Z. Wu
dblp:137/8350
0.8 12024 122 · 75 since 2021 2026 verified
Sanjiban Choudhury
dblp:135/8207
0.8 12024 49 · 30 since 2021 2025 corroborated
Katja Hofmann
dblp:97/3500
0.6 12022 59 · 17 since 2021 2025 corroborated
Sam Devlin
dblp:64/7502
0.6 12022 39 · 16 since 2021 2025 verified
Shimon Whiteson
dblp:42/2548
0.6 12022 143 · 44 since 2021 2025 none
Mingfei Sun 0001
dblp:195/7934
0.6 12022 16 · 12 since 2021 2026 conflict
Mel Vecerík
dblp:220/5485
0.4 12019 8 · 5 since 2021 2025 none
Jonathan Scholz
dblp:21/9965
0.4 12019 17 · 7 since 2021 2025 none
Yannick Schroecker
dblp:180/1434
0.4 12019 8 · 4 since 2021 2023 none
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