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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›Representation and self-supervised learning›pre-training›molecular pre-training topic 6 papers · 29 experts
Experts on molecular pre-training 29 · 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
Zhiming Ma
dblp:49/5113
1.4 22024 93 · 62 since 2021 2026 conflict
Tie-Yan Liu
dblp:l/TieYanLiu
1.2 22023 338 · 121 since 2021 2026 verified
Lijun Wu 0003
dblp:68/1284-3
1.2 22023 68 · 52 since 2021 2026 conflict
Houqiang Li
dblp:59/7017
1.2 22023 591 · 298 since 2021 2026 verified
Wengang Zhou 0001
dblp:22/4544-1
1.2 22023 331 · 214 since 2021 2026 verified
Jinhua Zhu 0001
dblp:18/1965-1
1.2 22023 27 · 23 since 2021 2026 verified
Shufang Xie 0003
dblp:163/2704-3
1.2 22023 32 · 31 since 2021 2026 verified
Yingce Xia
dblp:144/7737
1.2 22023 70 · 33 since 2021 2026 verified
Tao Qin 0001
dblp:14/6841-1
1.2 22023 225 · 95 since 2021 2025 conflict
Wei-Ying Ma
dblp:m/WYMa
0.8 12024 281 · 40 since 2021 2026 verified
Linfeng Zhang 0002
dblp:93/488-2
0.8 12024 9 · 7 since 2021 2025 verified
Zhifeng Gao
dblp:71/6161
0.8 12024 22 · 15 since 2021 2026 conflict
Yanwen Huang
dblp:53/6836
0.8 12024 10 · 9 since 2021 2026 conflict
Shikun Feng
dblp:26/7906
0.8 12024 30 · 25 since 2021 2026 corroborated
Xiaohong Ji
dblp:242/4489
0.8 12024 2 · 2 since 2021 2025 none
Guolin Ke
dblp:190/7810
0.8 12024 19 · 14 since 2021 2025 corroborated
Yuyan Ni
dblp:117/6286
0.8 12024 11 · 10 since 2021 2025 unresolved
Weinan E
dblp:06/9390
0.8 12024 21 · 10 since 2021 2025 verified
Yanyan Lan
dblp:00/6040
0.8 12024 131 · 46 since 2021 2026 corroborated
Shengchao Liu
dblp:217/7022
0.7 12023 27 · 19 since 2021 2026 conflict
Jian Tang 0005
dblp:181/2667-5
0.7 12023 100 · 59 since 2021 2025 conflict
Weitao Du
dblp:17/10015
0.7 12023 12 · 11 since 2021 2025 corroborated
Weiyang Xie
dblp:266/3082
0.4 12020 3 · 1 since 2021 2022 none
Yu Rong 0001
dblp:24/10036-1
0.4 12020 101 · 81 since 2021 2026 conflict
Yatao Bian
dblp:222/2694
0.4 12020 61 · 49 since 2021 2026 verified
Junzhou Huang
dblp:22/1170
0.4 12020 262 · 106 since 2021 2026 verified
Tingyang Xu
dblp:157/0940
0.4 12020 59 · 43 since 2021 2025 conflict
Wenbing Huang 0001
dblp:155/3181-1
0.4 12020 123 · 76 since 2021 2026 verified
Ying Wei 0001
dblp:14/4899-1
0.4 12020 67 · 44 since 2021 2026 conflict
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