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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›large language model›knowledge in language models›knowledge injection topic 43 papers · 227 experts · broader topic added to organise its sub-topics
Experts on knowledge injection 227 · 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
Jingbo Shang
dblp:151/3145
1.8 22026 117 · 82 since 2021 2026 corroborated
Yiqun Liu 0001
dblp:49/1579-1
1.7 22025 269 · 120 since 2021 2026 conflict
Weihang Su
dblp:301/7966
1.7 22025 22 · 22 since 2021 2026 verified
Qingyao Ai
dblp:169/1808
1.7 22025 118 · 88 since 2021 2026 verified
Hongning Wang
dblp:05/6545
1.7 22025 165 · 92 since 2021 2026 conflict
Julian J. McAuley
dblp:29/3483
1.3 22024 250 · 165 since 2021 2026 verified
Huajun Chen
dblp:94/5089
1.3 32023 226 · 150 since 2021 2026 conflict
Shumin Deng
dblp:213/1853
1.1 22022 53 · 48 since 2021 2026 corroborated
Xi Chen 0003
dblp:16/3283-3
1.1 22022 45 · 38 since 2021 2026 conflict
Ningyu Zhang 0001
dblp:139/4181-1
1.1 22022 104 · 95 since 2021 2026 conflict
Yuwei Zhang 0001
dblp:95/8351-1
1.0 12026 12 · 12 since 2021 2026 conflict
Yueyi Luo
dblp:59/10856
1.0 12026 16 · 15 since 2021 2026 corroborated
Letian Peng
dblp:303/0630
1.0 12026 13 · 13 since 2021 2026 corroborated
Shangbin Feng
dblp:295/9571
1.0 12026 38 · 38 since 2021 2026 corroborated
Jayanth Srinivasa
dblp:285/5006
1.0 12026 14 · 14 since 2021 2026 corroborated
Xiu Su
dblp:189/3416
1.0 12026 48 · 46 since 2021 2027 conflict
Shan You
dblp:179/2548
1.0 12026 64 · 50 since 2021 2026 corroborated
Wenhao Yu 0002
dblp:159/8117-2
1.0 12026 45 · 40 since 2021 2026 conflict
Zhongze Wu
dblp:142/0647
1.0 12026 10 · 7 since 2021 2026 conflict
Gaowen Liu
dblp:136/1007
1.0 12026 65 · 47 since 2021 2026 conflict
Mark Sandler 0002
dblp:s/MarkSandler
0.9 12025 25 · 6 since 2021 2025 verified
Stuart Russell 0001
dblp:r/SJRussell
0.9 12025 163 · 44 since 2021 2025 verified
Michael I. Jordan
dblp:j/MichaelIJordan
0.9 12025 478 · 130 since 2021 2026 verified
James Bailey 0001
dblp:b/JamesBailey
0.9 12025 238 · 55 since 2021 2026 conflict
Qi Liu 0003
dblp:95/2446-3
0.9 12025 428 · 293 since 2021 2026 conflict
Song Mei
dblp:93/3618
0.9 12025 34 · 29 since 2021 2026 reported
Le Sun 0001
dblp:78/5897-1
0.9 12025 142 · 90 since 2021 2026 conflict
Been Kim
dblp:77/8365
0.9 12025 36 · 14 since 2021 2025 verified
De-Chuan Zhan
dblp:74/498
0.9 12025 152 · 113 since 2021 2026 conflict
Kai Liu 0023
dblp:73/4566-23
0.9 12025 16 · 12 since 2021 2025 conflict
Tong Xu 0001
dblp:70/6770-1
0.9 12025 220 · 172 since 2021 2026 conflict
Shilei Liu
dblp:69/1184
0.9 12025 20 · 17 since 2021 2026 conflict
Fan Zhou 0007
dblp:63/3122-7
0.9 12025 13 · 9 since 2021 2025 conflict
Yaowu Chen
dblp:61/4950
0.9 12025 46 · 25 since 2021 2026 conflict
Xianpei Han
dblp:57/2368
0.9 12025 110 · 74 since 2021 2026 corroborated
Jiantao Jiao
dblp:43/8919
0.9 12025 72 · 34 since 2021 2025 verified
Zenan Ying
dblp:425/9219
0.9 12025 2 · 2 since 2021 2025 none
Ulrich Rueckert
dblp:404/6586
0.9 12025 1 · 1 since 2021 2025 none
Shaoping Ma
dblp:40/1949
0.9 12025 216 · 66 since 2021 2026 corroborated
Nolan Andrew Miller
dblp:391/4823
0.9 12025 1 · 1 since 2021 2025 none
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