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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›Transfer learning and domain adaptation›fine-tuning›cross-modal fine-tuning topic 3 papers · 22 experts · broader topic added to organise its sub-topics
Experts on cross-modal fine-tuning 22 · 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
Hang Guo 0002
dblp:83/3734-2
0.9 12025 20 · 20 since 2021 2026 conflict
Yong Jiang 0001
dblp:74/1552-1
0.9 12025 297 · 173 since 2021 2026 conflict
Tao Dai 0001
dblp:54/875-1
0.9 12025 112 · 79 since 2021 2026 conflict
Jigang Bao
dblp:357/3110
0.9 12025 4 · 4 since 2021 2025 corroborated
Shutao Xia
dblp:34/3173
0.9 12025 383 · 239 since 2021 2026 corroborated
Xudong Ren
dblp:201/0248
0.9 12025 6 · 6 since 2021 2026 corroborated
Peiyuan Liu
dblp:157/4439
0.9 12025 17 · 16 since 2021 2025 conflict
Naiqi Li
dblp:117/4912
0.9 12025 28 · 22 since 2021 2026 corroborated
Shuang Li 0008
dblp:43/6294-8
0.8 12024 67 · 55 since 2021 2026 conflict
Lincan Cai
dblp:361/0184
0.8 12024 4 · 4 since 2021 2025 none
Jingxuan Kang
dblp:309/9937
0.8 12024 6 · 6 since 2021 2025 corroborated
Wenxuan Ma 0001
dblp:289/0784-1
0.8 12024 9 · 9 since 2021 2025 conflict
Binhui Xie
dblp:251/3421
0.8 12024 21 · 17 since 2021 2026 conflict
Zixun Sun
dblp:245/2700
0.8 12024 16 · 14 since 2021 2025 corroborated
Chengwei Zhu
dblp:169/7835
0.8 12024 2 · 2 since 2021 2024 none
Ameet Talwalkar
dblp:56/5528
0.7 12023 66 · 28 since 2021 2026 verified
Junhong Shen
dblp:256/9575
0.7 12023 9 · 9 since 2021 2025 none
Liam Li
dblp:228/7816
0.7 12023 6 · 5 since 2021 2023 none
Lucio M. Dery
dblp:211/7773
0.7 12023 8 · 6 since 2021 2025 none
Mikhail Khodak
dblp:199/2224
0.7 12023 22 · 13 since 2021 2025 corroborated
Corey Staten
dblp:10/8061
0.7 12023 2 · 1 since 2021 2023 none
Graham Neubig
dblp:03/8155
0.7 12023 336 · 139 since 2021 2026 verified
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