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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›value function approximation›q-function approximation topic 4 papers · 15 experts · broader topic added to organise its sub-topics
Experts on q-function approximation 15 · 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
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
Sreehari Rammohan
dblp:277/6972
0.7 12023 3 · 3 since 2021 2024 none
Sam Lobel
dblp:242/8872
0.7 12023 7 · 6 since 2021 2025 none
Yuan Zhou 0007
dblp:40/7018-7
0.6 12022 56 · 17 since 2021 2025 conflict
Zuofan Wu
dblp:295/9627
0.6 12022 5 · 5 since 2021 2024 none
Jian Peng 0001
dblp:29/4181-1
0.6 12022 104 · 32 since 2021 2025 conflict
Beining Han
dblp:266/7819
0.6 12022 8 · 8 since 2021 2025 none
Zhizhou Ren
dblp:239/5714
0.6 12022 15 · 13 since 2021 2025 none
Sarit Kraus
dblp:k/SaritKraus
0.5 12021 244 · 44 since 2021 2026 verified
Shai Keynan
dblp:294/8454
0.5 12021 1 · 1 since 2021 2021 none
Elad Sarafian
dblp:220/4267
0.5 12021 7 · 5 since 2021 2026 corroborated
Louis Wehenkel
dblp:w/LouisWehenkel
0.1 12005 51 · 2 since 2021 2021 verified
Pierre Geurts
dblp:69/4142
0.1 12005 55 · 9 since 2021 2025 verified
Damien Ernst
dblp:46/1769
0.1 12005 40 · 9 since 2021 2025 verified
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