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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›Generative modeling›diffusion model›guided diffusion›energy-guided diffusion topic 3 papers · 25 experts · broader topic added to organise its sub-topics
Experts on energy-guided diffusion 25 · 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
Li Shen 0008
dblp:91/3680-8
0.9 12025 237 · 231 since 2021 2026 conflict
Dacheng Tao
dblp:46/3391
0.9 12025 1407 · 608 since 2021 2026 conflict
Zhejian Yang
dblp:336/8382
0.9 12025 11 · 11 since 2021 2026 corroborated
Shengchao Hu
dblp:324/4741
0.9 12025 16 · 16 since 2021 2026 conflict
Jifeng Hu
dblp:316/5980
0.9 12025 18 · 18 since 2021 2026 conflict
Sili Huang
dblp:26/6752
0.9 12025 14 · 11 since 2021 2026 corroborated
Hechang Chen
dblp:145/1142
0.9 12025 81 · 71 since 2021 2026 verified
Lichao Sun 0001
dblp:121/0780-1
0.9 12025 140 · 128 since 2021 2026 conflict
Yi Chang 0001
dblp:02/5438
0.9 12025 241 · 111 since 2021 2026 conflict
Katrin Franke
dblp:f/KatrinFranke
0.7 12023 45 · 5 since 2021 2025 conflict
Saumil S. Patel
dblp:81/845
0.7 12023 2 · 1 since 2021 2023 reported
Fabian H. Sinz
dblp:53/5834
0.7 12023 33 · 15 since 2021 2026 verified
Pavithra Elumalai
dblp:369/7167
0.7 12023 1 · 1 since 2021 2023 none
Tori Shinn
dblp:369/7162
0.7 12023 1 · 1 since 2021 2023 none
Gabrielle Rodriguez
dblp:369/7099
0.7 12023 1 · 1 since 2021 2023 none
Cate Nealley
dblp:369/7092
0.7 12023 1 · 1 since 2021 2023 none
Pawel A. Pierzchlewicz
dblp:331/5935
0.7 12023 1 · 1 since 2021 2023 verified
Andreas S. Tolias
dblp:32/3057
0.7 12023 23 · 13 since 2021 2025 verified
Kelli Restivo
dblp:298/4558
0.7 12023 5 · 5 since 2021 2024 unresolved
Konstantin Willeke
dblp:295/5459
0.7 12023 7 · 7 since 2021 2025 unresolved
Arne Nix
dblp:229/3118
0.7 12023 3 · 3 since 2021 2023 none
Fan Bao
dblp:71/3877
0.6 12022 26 · 21 since 2021 2025 none
Min Zhao 0013
dblp:67/1336-13
0.6 12022 7 · 7 since 2021 2025 conflict
Jun Zhu 0001
dblp:50/2644-1
0.6 12022 368 · 183 since 2021 2026 conflict
Chongxuan Li
dblp:161/9965
0.6 12022 73 · 58 since 2021 2026 corroborated
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