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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›Efficient and distributed learning›active learning›active data collection›pool-based active learning topic 11 papers · 41 experts · broader topic added to organise its sub-topics
Experts on pool-based active learning 41 · 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
Christos Tzamos
dblp:79/8819
0.8 12024 80 · 40 since 2021 2025 corroborated
Mingchen Ma
dblp:270/6320
0.8 12024 10 · 10 since 2021 2025 none
Vasilis Kontonis
dblp:203/8777
0.8 12024 32 · 27 since 2021 2025 corroborated
Robert D. Nowak
dblp:n/RobertDNowak
0.6 12022 208 · 36 since 2021 2026 conflict
Ismet Zeki Yalniz
dblp:91/8461
0.6 12022 14 · 3 since 2021 2024 reported
Alexander C. Berg
dblp:73/2348
0.6 12022 68 · 8 since 2021 2024 none
Peter Bailis
dblp:47/8816
0.6 12022 64 · 19 since 2021 2025 corroborated
Matei Zaharia
dblp:36/2133
0.6 12022 133 · 66 since 2021 2026 verified
Sean Culatana
dblp:268/7978
0.6 12022 3 · 3 since 2021 2023 none
Cody Coleman
dblp:222/1849
0.6 12022 5 · 3 since 2021 2023 none
Julian Katz-Samuels
dblp:183/9886
0.6 12022 19 · 12 since 2021 2026 none
Edward Chou
dblp:180/5365
0.6 12022 6 · 2 since 2021 2022 corroborated
Christoffer Löffler
dblp:141/5637
0.6 12022 5 · 4 since 2021 2026 verified
Christopher Mutschler
dblp:118/7748
0.6 12022 43 · 28 since 2021 2025 verified
Roshan Sumbaly
dblp:116/5160
0.6 12022 8 · 2 since 2021 2023 none
Huan Liu 0001
dblp:92/309-1
0.5 12021 457 · 146 since 2021 2026 conflict
Antoni B. Chan
dblp:55/5814
0.5 12021 162 · 79 since 2021 2026 verified
Tae-Kyun Kim 0001
dblp:28/787-1
0.5 12021 149 · 42 since 2021 2025 conflict
Razvan Caramalau
dblp:267/9668
0.5 12021 4 · 4 since 2021 2024 none
Xueying Zhan
dblp:187/4471
0.5 12021 8 · 6 since 2021 2025 corroborated
Qing Li 0001
dblp:181/2689-1
0.5 12021 612 · 278 since 2021 2026 conflict
Binod Bhattarai
dblp:127/0101
0.5 12021 26 · 18 since 2021 2025 conflict
Tiantian Wang 0002
dblp:66/4971-2
0.4 12020 12 · 0 since 2021 2020 conflict
Huchuan Lu
dblp:64/6896
0.4 12020 512 · 283 since 2021 2026 conflict
Lihe Zhang
dblp:46/10700
0.4 12020 99 · 54 since 2021 2026 corroborated
Yifan Min
dblp:257/5345
0.4 12020 1 · 0 since 2021 2020 none
Trevor Darrell
dblp:d/TrevorDarrell
0.4 12019 425 · 136 since 2021 2025 verified
Samarth Sinha
dblp:232/2160
0.4 12019 17 · 10 since 2021 2023 none
Sayna Ebrahimi
dblp:207/7584
0.4 12019 15 · 10 since 2021 2025 corroborated
Ruth Urner
dblp:68/8050
0.2 12016 29 · 11 since 2021 2025 verified
Sivan Sabato
dblp:57/4067
0.2 12016 49 · 11 since 2021 2026 verified
Aryeh Kontorovich
dblp:20/10289
0.2 12016 73 · 24 since 2021 2025 verified
Wei-Ning Hsu
dblp:160/9923
0.2 12015 73 · 49 since 2021 2025 corroborated
Hsuan-Tien Lin
dblp:10/3718
0.2 12015 69 · 14 since 2021 2025 corroborated
Kian Ming A. Chai
dblp:94/300
0.2 12013 22 · 4 since 2021 2025 none
Wee Sun Lee
dblp:86/1498
0.2 12013 122 · 25 since 2021 2025 corroborated
Hai Leong Chieu
dblp:38/4132
0.2 12013 35 · 5 since 2021 2025 none
Viet Cuong Nguyen
dblp:36/9125
0.2 12013 27 · 13 since 2021 2026 conflict
Kristen Grauman
dblp:57/4553
0.1 12010 242 · 72 since 2021 2026 verified
Prateek Jain 0002
dblp:32/465-2
0.1 12010 133 · 38 since 2021 2025 conflict
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