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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›Probabilistic and Bayesian machine learning›structured models›latent variable model›mixture model›mixture proportion estimation topic 7 papers · 25 experts · broader topic added to organise its sub-topics
Experts on mixture proportion estimation 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
Clayton Scott
dblp:96/8859
1.1 32023 64 · 13 since 2021 2025 none
Bin Shi 0003
dblp:63/4724-3
0.8 12024 49 · 39 since 2021 2026 conflict
Bo Dong 0001
dblp:45/5631-1
0.8 12024 91 · 63 since 2021 2026 conflict
Shuzhi Cao
dblp:371/4587
0.8 12024 2 · 2 since 2021 2024 corroborated
Jianfei Ruan
dblp:172/5459
0.8 12024 11 · 5 since 2021 2024 corroborated
Mehrdad Mahdavi
dblp:88/4321
0.7 12023 55 · 21 since 2021 2025 corroborated
Aaron Fjeldsted
dblp:349/0809
0.7 12023 1 · 1 since 2021 2023 none
George Landon
dblp:349/0463
0.7 12023 1 · 1 since 2021 2023 none
Azaree Lintereur
dblp:314/6384
0.7 12023 1 · 1 since 2021 2023 none
Yuyang Deng
dblp:261/9253
0.7 12023 17 · 16 since 2021 2027 conflict
Darren Holland
dblp:234/9990
0.7 12023 1 · 1 since 2021 2023 none
Yilun Zhu 0002
dblp:232/3055-2
0.7 12023 2 · 2 since 2021 2024 none
Ilja Kuzborskij
dblp:135/4924
0.7 12023 21 · 10 since 2021 2026 none
Alexander J. Smola
dblp:s/AlexanderJSmola
0.5 12021 227 · 21 since 2021 2025 verified
Sivaraman Balakrishnan
dblp:52/10671
0.5 12021 49 · 18 since 2021 2026 corroborated
Zachary C. Lipton
dblp:142/2839
0.5 12021 102 · 67 since 2021 2025 verified
Mingming Gong
dblp:98/8479
0.3 12018 178 · 129 since 2021 2026 conflict
Dacheng Tao
dblp:46/3391
0.3 12018 1407 · 608 since 2021 2026 conflict
Kayhan Batmanghelich
dblp:38/193
0.3 12018 42 · 24 since 2021 2025 verified
Xiyu Yu
dblp:178/8689
0.3 12018 6 · 1 since 2021 2021 none
Tongliang Liu
dblp:150/6667
0.3 12018 331 · 257 since 2021 2026 verified
Ambuj Tewari
dblp:24/567
0.2 12016 117 · 43 since 2021 2026 corroborated
Harish G. Ramaswamy
dblp:126/1729
0.2 12016 19 · 7 since 2021 2025 corroborated
Gilles Blanchard
dblp:61/3550
0.2 12013 39 · 10 since 2021 2025 none
Gregory Handy
dblp:127/7204
0.2 12013 3 · 1 since 2021 2023 corroborated
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