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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.
Software engineering, system software, and programming languages›Empirical software engineering›end-user programming›computational notebooks topic 8 papers · 32 experts · broader topic added to organise its sub-topics
Experts on computational notebooks 32 · 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
Shigeyuki Sato 0001
dblp:36/1234
0.8 12024 13 · 7 since 2021 2024 verified
Tomoki Nakamaru
dblp:207/7239
0.8 12024 12 · 9 since 2021 2026 corroborated
Niklas Elmqvist
dblp:e/NiklasElmqvist
0.7 12023 147 · 51 since 2021 2026 verified
Leilani Battle
dblp:91/7584
0.7 12023 42 · 27 since 2021 2026 verified
Aayushi Roy
dblp:329/4407
0.7 12023 3 · 3 since 2021 2023 corroborated
Deepthi Raghunandan
dblp:318/3161
0.7 12023 2 · 2 since 2021 2023 corroborated
Shenzhi Shi
dblp:318/2764
0.7 12023 1 · 1 since 2021 2023 reported
Helen Dong
dblp:299/8739
0.5 12021 1 · 1 since 2021 2021 reported
Ishita Prasad
dblp:264/7056
0.4 12020 3 · 2 since 2021 2025 none
Anita Sarma
dblp:26/6565
0.4 12020 89 · 35 since 2021 2026 verified
Souti Chattopadhyay
dblp:208/7391
0.4 12020 15 · 7 since 2021 2025 corroborated
Austin Z. Henley
dblp:144/5345
0.4 12020 30 · 15 since 2021 2026 verified
Titus Barik
dblp:122/6337
0.4 12020 39 · 16 since 2021 2026 verified
Chenglong Wang 0005
dblp:94/9817-5
0.4 22024 25 · 17 since 2021 2026 conflict
Michael R. Lyu
dblp:l/MichaelRLyu
0.2 12024 539 · 135 since 2021 2026 verified
Jianfeng Gao 0001
dblp:92/5339
0.2 12024 288 · 125 since 2021 2026 conflict
Junjie Huang 0008
dblp:85/774-8
0.2 12024 9 · 8 since 2021 2025 conflict
Nan Duan 0001
dblp:30/8160-1
0.2 12024 146 · 79 since 2021 2026 verified
Daya Guo
dblp:225/5494
0.2 12024 24 · 18 since 2021 2026 corroborated
Jiazhen Gu
dblp:185/1472
0.2 12024 23 · 18 since 2021 2026 verified
Jeevana Priya Inala
dblp:166/1342
0.2 12024 17 · 9 since 2021 2026 corroborated
Cong Yan
dblp:129/2744
0.2 12024 28 · 15 since 2021 2025 conflict
Robert DeLine
dblp:d/RobertDeLine
0.2 12023 44 · 6 since 2021 2023 verified
Steven Mark Drucker
dblp:50/863
0.2 12023 69 · 11 since 2021 2025 verified
Andrew M. McNutt
dblp:244/3144
0.2 12023 22 · 21 since 2021 2026 verified
Jian Zhao 0010
dblp:70/2932-10
0.1 12021 99 · 67 since 2021 2026 conflict
Xuye Liu
dblp:286/5557
0.1 12021 6 · 6 since 2021 2026 corroborated
Lingfei Wu 0001
dblp:27/9060-1
0.1 12021 104 · 69 since 2021 2025 conflict
April Yi Wang
dblp:252/6075
0.1 12021 41 · 35 since 2021 2026 verified
Xingjun Li
dblp:179/1958
0.1 12021 2 · 2 since 2021 2023 reported
Dakuo Wang
dblp:161/3389
0.1 12021 79 · 58 since 2021 2026 verified
Yuanxin Wang 0001
dblp:145/2092-1
0.1 12021 6 · 6 since 2021 2025 verified
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