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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›hierarchical reinforcement learning›skill learning›parameterized skill learning topic 3 papers · 12 experts · broader topic added to organise its sub-topics
Experts on parameterized skill 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
Michael L. Littman
dblp:l/MLLittman
0.7 12023 144 · 21 since 2021 2026 verified
George Dimitri Konidaris
dblp:56/6762
0.7 12023 107 · 50 since 2021 2025 verified
Shangqun Yu
dblp:298/1487
0.7 12023 5 · 5 since 2021 2024 none
Haotian Fu
dblp:237/9681
0.7 12023 26 · 24 since 2021 2026 conflict
Saket Tiwari
dblp:232/1978
0.7 12023 5 · 4 since 2021 2025 none
Michael Beetz
dblp:b/MichaelBeetz
0.5 12021 175 · 24 since 2021 2026 verified
Darko Katic
dblp:91/7923
0.5 12021 10 · 8 since 2021 2025 none
Rainer Jäkel
dblp:75/6327
0.5 12021 14 · 8 since 2021 2025 none
Asil Kaan Bozcuoglu
dblp:70/10721
0.5 12021 9 · 1 since 2021 2021 verified
Benjamin Alt
dblp:289/0707
0.5 12021 8 · 8 since 2021 2025 corroborated
C. Karen Liu
dblp:93/5669
0.2 12016 108 · 53 since 2021 2026 conflict
Sehoon Ha
dblp:33/10491
0.2 12016 46 · 33 since 2021 2026 verified
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