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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›Natural language and speech›Language models and text generation›text generation›open-ended text generation›creative text generation topic 12 papers · 52 experts · broader topic added to organise its sub-topics
Experts on creative text generation 52 · 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
Nanyun Peng 0001
dblp:117/4036
0.9 22024 150 · 123 since 2021 2026 verified
Yunhong Wang 0001
dblp:95/6251
0.9 12025 378 · 144 since 2021 2026 verified
Xuguang Lan
dblp:86/6892
0.9 12025 97 · 45 since 2021 2026 verified
Yiming Lei 0001
dblp:77/7910-1
0.9 12025 3 · 3 since 2021 2026 conflict
Qingjie Liu 0001
dblp:72/10584
0.9 12025 89 · 61 since 2021 2026 conflict
Tingting Gao
dblp:55/9453
0.9 12025 37 · 30 since 2021 2026 conflict
Sinbadliu
dblp:383/7016
0.9 12025 2 · 2 since 2021 2025 none
Zeming Liu
dblp:256/2166
0.9 12025 37 · 35 since 2021 2026 conflict
Haitao Leng
dblp:206/2495
0.9 12025 6 · 6 since 2021 2026 corroborated
Shaoguo Liu
dblp:12/10700
0.9 12025 27 · 18 since 2021 2026 corroborated
Robert D. Nowak
dblp:n/RobertDNowak
0.8 12024 208 · 36 since 2021 2026 conflict
Shanghua Gao
dblp:90/5682
0.8 12024 28 · 21 since 2021 2026 corroborated
Kevin Jamieson 0001
dblp:85/10260
0.8 12024 69 · 42 since 2021 2026 verified
Liang Lin 0004
dblp:84/7019-4
0.8 12024 428 · 218 since 2021 2026 conflict
Pan Zhou 0002
dblp:84/6614-2
0.8 12024 81 · 62 since 2021 2026 conflict
Steffen Eger
dblp:69/9271
0.8 12024 52 · 29 since 2021 2026 corroborated
Wushao Wen
dblp:58/5626
0.8 12024 44 · 28 since 2021 2026 corroborated
Marinka Zitnik
dblp:53/11277
0.8 12024 56 · 35 since 2021 2026 verified
Julio Gonzalo 0001
dblp:52/3559
0.8 12024 56 · 12 since 2021 2026 verified
Sina Zarrieß
dblp:49/8155
0.8 12024 54 · 27 since 2021 2026 verified
Lalit K. Jain
dblp:411/4630
0.8 12024 9 · 4 since 2021 2025 none
Ramón Santos
dblp:389/9129
0.8 12024 1 · 1 since 2021 2024 none
María Teresa Mateo Girona
dblp:382/6511
0.8 12024 1 · 1 since 2021 2024 none
Kuan Lok Zhou
dblp:380/7277
0.8 12024 1 · 1 since 2021 2024 none
Hannes Gröner
dblp:380/6290
0.8 12024 2 · 2 since 2021 2025 none
Mark Dredze
dblp:31/5468
0.8 12024 96 · 17 since 2021 2026 verified
Shanshan Zhong
dblp:297/7816
0.8 12024 19 · 19 since 2021 2026 conflict
Guillermo Marco
dblp:290/0808
0.8 12024 4 · 4 since 2021 2025 verified
Yanran Chen
dblp:287/9589
0.8 12024 8 · 8 since 2021 2025 corroborated
Jifan Zhang
dblp:277/6616
0.8 12024 12 · 12 since 2021 2026 corroborated
Siddharth Suresh
dblp:262/0748
0.8 12024 10 · 10 since 2021 2025 corroborated
Timothy T. Rogers
dblp:25/7229
0.8 12024 46 · 19 since 2021 2025 verified
Zhongzhan Huang
dblp:241/9753
0.8 12024 28 · 26 since 2021 2026 conflict
Alexander Spangher
dblp:227/2512
0.8 12024 13 · 12 since 2021 2025 none
Scott Sievert
dblp:222/3229
0.8 12024 3 · 2 since 2021 2024 unresolved
Andrew J. Wagenmaker
dblp:195/1036
0.8 12024 22 · 19 since 2021 2025 verified
Robert Mankoff
dblp:136/8636
0.8 12024 5 · 2 since 2021 2024 none
Sebastian Gehrmann
dblp:131/1378
0.8 12024 27 · 14 since 2021 2026 verified
Nevin Lianwen Zhang
dblp:z/NevinLianwenZhang
0.5 12021 86 · 20 since 2021 2025 verified
Tie-Yan Liu
dblp:l/TieYanLiu
0.5 12021 338 · 121 since 2021 2026 verified
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