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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›Graph learning›graph neural network›spectral graph neural network topic 45 papers · 194 experts
Sub-topics 3 · with their number of papers; shaded topics divide further
Experts on spectral graph neural network 194 · 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
Zhewei Wei
dblp:94/4260
2.9 42025 122 · 82 since 2021 2026 corroborated
Pietro Liò
dblp:l/PietroLio
2.6 32026 219 · 129 since 2021 2026 verified
Ming Li 0065
dblp:181/2821-65
2.6 32026 103 · 94 since 2021 2026 conflict
Tingwen Liu
dblp:56/7911
1.7 22025 127 · 87 since 2021 2026 conflict
Chuan Zhou 0001
dblp:52/564-1
1.7 22025 126 · 71 since 2021 2026 conflict
Haikuo Li
dblp:397/5624
1.7 22025 7 · 7 since 2021 2026 conflict
Jiawei Sheng
dblp:276/7004
1.7 22025 51 · 50 since 2021 2026 conflict
Juwei Yue
dblp:276/6952
1.7 22025 9 · 8 since 2021 2026 corroborated
Li Guo 0001
dblp:02/929-1
1.7 22025 152 · 20 since 2021 2026 conflict
Yong Liu 0018
dblp:29/4867-18
1.5 22024 127 · 101 since 2021 2026 conflict
Nils M. Kriege
dblp:97/8178
1.0 12026 40 · 18 since 2021 2026 verified
Lihui Liu
dblp:97/10091
1.0 12026 32 · 28 since 2021 2026 conflict
Huijun Wu 0001
dblp:95/1731-1
1.0 12026 25 · 17 since 2021 2026 verified
Nicholas J. A. Harvey
dblp:93/4141
1.0 12026 55 · 6 since 2021 2026 corroborated
Zhenwei Wu
dblp:82/5441
1.0 12026 17 · 12 since 2021 2026 conflict
Jingyuan Wang 0001
dblp:75/5135-1
1.0 12026 75 · 49 since 2021 2026 conflict
Horst Bischof
dblp:69/3793
1.0 12026 290 · 28 since 2021 2026 verified
Kelin Xia
dblp:67/9752
1.0 12026 19 · 19 since 2021 2026 verified
John Cartlidge
dblp:66/6821
1.0 12026 26 · 14 since 2021 2026 verified
Yong Dong
dblp:42/3197
1.0 12026 39 · 25 since 2021 2027 conflict
Zong Ke
dblp:394/8936
1.0 12026 5 · 5 since 2021 2026 corroborated
Kaichen Ouyang
dblp:391/7004
1.0 12026 8 · 8 since 2021 2026 corroborated
Leong Hou U
dblp:38/4996
1.0 12026 113 · 65 since 2021 2026 conflict
Dongrui Shen
dblp:359/7997
1.0 12026 2 · 2 since 2021 2026 reported
Shengwei Fu
dblp:357/6098
1.0 12026 10 · 10 since 2021 2026 verified
Duanyu Li
dblp:357/1016
1.0 12026 3 · 3 since 2021 2026 corroborated
Ruibo Wang
dblp:32/7079
1.0 12026 52 · 39 since 2021 2027 conflict
Dayu Hu
dblp:314/2171
1.0 12026 20 · 20 since 2021 2026 verified
Kai Lu 0001
dblp:31/6932-1
1.0 12026 138 · 74 since 2021 2026 conflict
Jingtian Ma
dblp:285/3263
1.0 12026 3 · 2 since 2021 2026 corroborated
Niloofar Azizi
dblp:227/1611
1.0 12026 5 · 3 since 2021 2026 none
Puning Zhao
dblp:216/2680
1.0 12026 37 · 32 since 2021 2026 corroborated
Lingjie Liu
dblp:204/0052
1.0 12026 79 · 70 since 2021 2026 conflict
Xiaosheng Zhuang
dblp:10/7801
1.0 12026 19 · 11 since 2021 2026 verified
Laks V. S. Lakshmanan
dblp:l/LVSLakshmanan
0.9 12025 208 · 41 since 2021 2026 verified
Christos Faloutsos
dblp:f/CFaloutsos
0.9 12025 539 · 58 since 2021 2026 verified
Xiao-Ming Wu 0002
dblp:98/2898-2
0.9 12025 21 · 21 since 2021 2025 conflict
Qing Wang 0002
dblp:97/6505-2
0.9 12025 79 · 29 since 2021 2025 conflict
Kai Wu 0003
dblp:94/4728-3
0.9 12025 49 · 37 since 2021 2026 conflict
Lian Shen
dblp:92/5158
0.9 12025 13 · 12 since 2021 2026 conflict
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