Top Experts on “Machine Learning”
Expert Graph Research Team analyzed all work related to Machine Learning published in the last 20 years, and selected top experts in this area based on their hands-on experience. Experts are ranked using many different factors, including #related papers, #citations, whether the expert is the first author of a paper, etc. Note: a person with 5 related papers can be ranked lower than another one with only 1 related paper, if the second person’s only paper is a highly influential first-author paper. In addition to this ‘static’ page, we also provide an online version of this list, which provides more detail like ‘related work’. This post will be updated on a weekly basis.
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TABLE 1: Top Experts on “Machine Learning”
| Rank | Expert | #Grants | #Papers | #Patents | Earliest Activity | Latest Activity |
|---|---|---|---|---|---|---|
| 1 | HUAN LIU | 0 | 8 | 0 | 2005-01-01 | 2017-01-01 |
| 2 | TING CHEN | 0 | 9 | 0 | 2020-07-11 | 2023-02-01 |
| 3 | JUNNAN LI | 0 | 5 | 0 | 2019-12-21 | 2023-06-27 |
| 4 | JONATHAN HO | 0 | 6 | 0 | 2016-12-30 | 2022-11-06 |
| 5 | YANG SONG | 0 | 7 | 0 | 2020-11-17 | 2022-02-08 |
| 6 | ALEXEI BAEVSKI | 0 | 5 | 0 | 2019-12-21 | 2022-11-06 |
| 7 | SANJOY DASGUPTA | 0 | 4 | 0 | 2004-12-30 | 2008-12-29 |
| 8 | CHI JIN | 0 | 9 | 0 | 2020-07-11 | 2021-11-20 |
| 9 | FEIPING NIE | 0 | 6 | 0 | 2010-03-08 | 2016-02-12 |
| 10 | TERO KARRAS | 0 | 3 | 0 | 2020-11-17 | 2022-11-06 |
| 11 | YI TAY | 0 | 8 | 0 | 2020-07-11 | 2023-06-27 |
| 12 | TAO LI | 0 | 6 | 0 | 2006-01-01 | 2017-01-01 |
| 13 | SERGEY LEVINE | 0 | 29 | 0 | 2011-12-30 | 2023-06-27 |
| 14 | STEFANO ERMON | 0 | 16 | 0 | 2016-12-30 | 2022-11-06 |
| 15 | XIANG LI | 0 | 4 | 0 | 2019-12-21 | 2022-11-06 |
| 16 | LEI ZHANG | 0 | 6 | 0 | 2018-01-01 | 2023-02-01 |
| 17 | JONATHAN FRANKLE | 0 | 5 | 0 | 2019-12-21 | 2021-01-21 |
| 18 | PIETER ABBEEL | 0 | 13 | 0 | 2006-12-30 | 2022-07-15 |
| 19 | TIANLONG CHEN | 0 | 9 | 0 | 2020-07-11 | 2023-02-01 |
| 20 | TIANHE YU | 0 | 5 | 0 | 2020-11-17 | 2023-06-27 |
| 21 | DENG CAI | 0 | 3 | 0 | 2005-12-30 | 2010-12-30 |
| 22 | ARASH VAHDAT | 0 | 7 | 0 | 2020-11-17 | 2022-11-06 |
| 23 | YOUSHEN XIA | 0 | 4 | 0 | 2004-01-01 | 2005-01-01 |
| 24 | ERIC WONG | 0 | 3 | 0 | 2019-12-21 | 2021-07-08 |
| 25 | VINCENT SITZMANN | 0 | 3 | 0 | 2020-11-17 | 2021-11-20 |
| 26 | YUNING YOU | 0 | 3 | 0 | 2020-07-11 | 2021-07-08 |
| 27 | ALEC RADFORD | 0 | 5 | 0 | 2020-07-11 | 2023-06-27 |
| 28 | ANDREW GORDON WILSON | 0 | 7 | 0 | 2016-11-01 | 2023-02-01 |
| 29 | ALEXANDER QUINN NICHOL | 0 | 2 | 0 | 2021-07-08 | 2022-07-15 |
| 30 | JIAMING SONG | 0 | 6 | 0 | 2019-12-21 | 2022-11-06 |
| 31 | LI DENG | 0 | 3 | 0 | 2014-01-01 | 2016-12-30 |
| 32 | XIAOFEI HE | 0 | 3 | 1 | 2005-12-30 | 2010-12-30 |
| 33 | AVIRAL KUMAR | 0 | 5 | 0 | 2020-11-17 | 2021-11-20 |
| 34 | XIANGXIANG CHU | 0 | 3 | 0 | 2021-01-21 | 2023-02-01 |
| 35 | TAO LIN | 0 | 3 | 0 | 2019-12-21 | 2020-11-17 |
| 36 | RISHABH AGARWAL | 0 | 5 | 0 | 2020-07-11 | 2021-11-20 |
| 37 | ZIHANG DAI | 0 | 6 | 0 | 2019-12-21 | 2022-02-08 |
| 38 | RUOSONG WANG | 0 | 7 | 0 | 2019-12-21 | 2021-07-08 |
| 39 | DAVID ROLNICK | 0 | 3 | 0 | 2019-06-10 | 2019-11-15 |
| 40 | KEVIN CLARK | 0 | 2 | 0 | 2016-12-30 | 2019-12-21 |
| 41 | PANG WEI KOH | 0 | 4 | 0 | 2020-07-11 | 2021-07-08 |
| 42 | DAN HENDRYCKS | 0 | 3 | 0 | 2021-01-21 | 2022-07-15 |
| 43 | DENIS YARATS | 0 | 3 | 0 | 2021-01-21 | 2022-02-08 |
| 44 | QIANG YANG | 0 | 8 | 0 | 2008-12-30 | 2020-11-17 |
| 45 | QUOC LE | 0 | 10 | 0 | 2020-11-17 | 2022-07-15 |
| 46 | ISABELLE GUYON | 0 | 2 | 1 | 2004-12-30 | 2007-10-30 |
| 47 | HUAN ZHANG | 0 | 6 | 0 | 2019-12-21 | 2021-11-20 |
| 48 | CHRISTIAN BLUM | 0 | 2 | 0 | 2005-01-01 | 2008-01-01 |
| 49 | YU RONG | 0 | 3 | 0 | 2019-12-21 | 2020-11-17 |
| 50 | KAI HAN | 0 | 5 | 0 | 2019-12-21 | 2021-11-20 |
| 51 | PRAFULLA DHARIWAL | 0 | 4 | 0 | 2020-11-17 | 2022-07-15 |
| 52 | RICHARD SOCHER | 0 | 7 | 0 | 2012-12-30 | 2021-01-21 |
| 53 | DINGHUAI ZHANG | 0 | 5 | 0 | 2019-11-15 | 2021-11-20 |
| 54 | FRANCESCO CROCE | 0 | 2 | 0 | 2020-07-11 | 2020-07-11 |
| 55 | SCOTT FUJIMOTO | 0 | 2 | 0 | 2018-12-06 | 2021-11-20 |
| 56 | STEPHEN PICHE | 0 | 0 | 3 | 2005-12-21 | 2009-08-26 |
| 57 | KIHYUK SOHN | 0 | 3 | 0 | 2019-12-21 | 2021-01-21 |
| 58 | ZHENG ZHAO | 0 | 3 | 0 | 2005-01-01 | 2007-12-29 |
| 59 | MIKE LEWIS | 0 | 7 | 0 | 2019-12-21 | 2023-02-01 |
| 60 | LIOR YARIV | 0 | 3 | 0 | 2020-07-11 | 2021-11-20 |
| 61 | FLORIAN TRAMER | 0 | 4 | 0 | 2020-11-17 | 2023-02-01 |
| 62 | YARIN GAL | 0 | 7 | 0 | 2017-08-06 | 2021-11-20 |
| 63 | YOSHUA BENGIO | 0 | 13 | 0 | 2015-05-03 | 2022-02-08 |
| 64 | YANCHI LIU | 0 | 2 | 0 | 2010-01-01 | 2012-10-26 |
| 65 | ZHISHENG XIAO | 0 | 3 | 0 | 2020-11-17 | 2022-02-08 |
| 66 | JIASEN LU | 0 | 2 | 0 | 2019-11-15 | 2023-02-01 |
| 67 | TIANYU PANG | 0 | 3 | 0 | 2019-12-21 | 2021-01-21 |
| 68 | YISEN WANG | 0 | 7 | 0 | 2019-12-21 | 2021-11-20 |
| 69 | MATTHIAS MINDERER | 0 | 4 | 0 | 2019-11-15 | 2021-11-20 |
| 70 | JAEHYEON KIM | 0 | 3 | 0 | 2020-11-17 | 2021-07-08 |
| 71 | MAX WELLING | 0 | 11 | 0 | 2006-12-29 | 2022-07-15 |
| 72 | ZONGYI LI | 0 | 2 | 0 | 2020-11-17 | 2021-01-21 |
| 73 | VICTOR SANH | 0 | 2 | 0 | 2020-11-17 | 2022-02-08 |
| 74 | DANIJAR HAFNER | 0 | 2 | 0 | 2019-12-21 | 2021-01-21 |
| 75 | JEAN-BAPTISTE ALAYRAC | 0 | 2 | 0 | 2020-11-17 | 2022-11-06 |
| 76 | HONGYI WANG | 0 | 2 | 0 | 2019-12-21 | 2020-11-17 |
| 77 | WUYANG CHEN | 0 | 4 | 0 | 2019-12-21 | 2021-01-21 |
| 78 | MATTHIAS HEIN | 0 | 6 | 0 | 2019-12-21 | 2020-11-17 |
| 79 | JONAS GEIPING | 0 | 4 | 0 | 2020-11-17 | 2021-11-20 |
| 80 | JURE LESKOVEC | 0 | 13 | 0 | 2019-12-21 | 2021-07-08 |
| 81 | EKIN DOGUS CUBUK | 0 | 5 | 0 | 2019-12-21 | 2021-11-20 |
| 82 | PERCY LIANG | 0 | 13 | 0 | 2019-12-21 | 2022-11-06 |
| 83 | ANDREW ILYAS | 0 | 6 | 0 | 2019-11-15 | 2021-01-21 |
| 84 | KYLE JUNG-LIN PAN | 0 | 0 | 3 | 2008-02-06 | 2009-07-01 |
| 85 | KRISHNA LEELA POOLA | 0 | 0 | 3 | 2006-07-05 | 2006-07-05 |
| 86 | FRANCESCO LOCATELLO | 0 | 4 | 0 | 2020-07-11 | 2021-11-20 |
| 87 | MING DING | 0 | 5 | 0 | 2020-11-23 | 2023-02-01 |
| 88 | MATHIAS DRTON | 0 | 3 | 0 | 2005-08-15 | 2016-06-07 |
| 89 | SIMON KORNBLITH | 0 | 7 | 0 | 2020-07-11 | 2022-07-15 |
| 90 | R. DENNIS COOK | 0 | 2 | 0 | 2005-01-01 | 2007-08-28 |
| 91 | BINGYI KANG | 0 | 2 | 0 | 2019-12-21 | 2021-01-21 |
| 92 | YIXIAO GE | 0 | 2 | 0 | 2019-12-21 | 2020-11-17 |
| 93 | JOHANNES KLICPERA | 0 | 2 | 0 | 2019-12-21 | 2021-11-20 |
| 94 | HAN CAI | 0 | 2 | 0 | 2019-12-21 | 2020-11-17 |
| 95 | XIAO XIANG ZHU | 0 | 2 | 0 | 2017-01-01 | 2017-10-11 |
| 96 | TIAN LI | 0 | 2 | 0 | 2019-12-21 | 2021-07-08 |
| 97 | ALEXEY DOSOVITSKIY | 0 | 5 | 0 | 2020-11-17 | 2022-02-08 |
| 98 | MOHAMMAD NOROUZI | 0 | 9 | 0 | 2019-12-21 | 2022-11-06 |
| 99 | ZHENGZHENG XING | 0 | 2 | 0 | 2009-12-30 | 2010-01-01 |
| 100 | RUSS R. SALAKHUTDINOV | 0 | 7 | 0 | 2007-12-30 | 2020-11-17 |