My Story
刘少山,自动驾驶科学家,Perceptln 普思英察创始人及CEO,美国加利福尼亚大学尔湾分校计算机工程博士,哈佛大学肯尼迪政府学院公共管理硕士。现为IEEE高级会员,IEEE杰出演讲者,ACM杰出演讲者,IEEE无人驾驶技术委员会创始人,IEEE科技创业协会中国区主席,ACM科技政策委员会委员,美国国家公共管理学院技术领导小组成员,研究方向包括:人工智能、无人驾驶、机器人、系统软件与异构计算等。
人物履历
刘少山获美国加利福利亚大学尔湾分校计算机工程学士学位、美国加利福利亚大学尔湾分校生物医药工程硕士学位、美国加利福尼亚大学尔湾分校计算机工程博士学位,以及哈佛大学肯尼迪政府学院公共管理硕士学位;
2006年到2009年先后担任任美国Broadcom工程师,Intel Research研究员,INRIA法国国家信息与自动化研究所访问研究员,以及美国Microsoft Research研究员;
2010年到2013年任美国Microsoft软件工程师,
2013年到 2014年任美国LinkedIn 高级工程师,
2014年到 2016年任百度美国研发中心高级架构师,
2016年,创立了无人驾驶科技公司PerceptIn,PerceptIn专注研发以视觉为主的低速无人驾驶技术方案。获得投资机构华登国际 (Walden International) 、ARM、经纬创投 (Matrix Partners)以及三星 (Samsung Ventures)的战略投资。
出版书籍
2017年以第一作者出版了《第一本无人驾驶技术书》其英文版的无人驾驶著作(Creating Autonomous Vehicle Systems )也同步出版,该书已被电气和电子工程师协会计算机协会(IEEE Computer Society )推荐使用为国际标准无人驾驶教材。
2019年出版《无人驾驶:人工智能如何颠覆汽车(双色版) [Creating Autonomous Vehicle Systems]》
2020年出版《Engineering Autonomous Vehicles and Robots: The DragonFly Modular-based Approach》
2021年出版《Robotic Computing on FPGAs-Synthesis Lectures on Computer Architecture》
(https://www.morganclaypool.com/doi/abs/10.2200/S01101ED1V01Y202105CAC056)
学术贡献
IEEE高级会员,IEEE杰出演讲者,ACM杰出演讲者,IEEE无人驾驶技术委员会创始人,期刊IEEE IT Professionals副主编,《哈佛商业评论》专家咨询委员会成员,《麻省理工科技评论》专家咨询委员会成员,研究方向包括人工智能,无人驾驶,机器人,系统软件与异构计算。在Proceedings of IEEE, IEEE Computer, IEEE Transactions系列,ACM Transactions系列等总计发表100余篇高水平论文;在无人驾驶与机器人领域,已拥有了超过150个国内外专利。
部分论文
Edge computing for autonomous driving: Opportunities and challenges
S Liu, L Liu, J Tang, B Yu, Y Wang, W Shi
Proceedings of the IEEE 107 (8), 1697-1716
Archytas: A Framework for Synthesizing and Dynamically Optimizing Accelerators for Robotic Localization
W Liu, B Yu, Y Gan, Q Liu, J Tang, S Liu, Y Zhu
54th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)
Autonomous mobile clinics S Liu, A Kong, Y Huang, X Liu Bulletin of the World Health Organization 100 (9), 527-527A
How autonomous mobile clinics can transform healthcare in least developed countries
A Kong, S Liu
World Economic Forum
https://www.weforum.org/agenda/2022/07/autonomous-mobile-clinics-healthcare
AI Clinics on Mobile (AICOM): Universal AI Doctors for the “Underserved” and “Hard-to-Reach” A Kong, S Liu International Telecommunication Union (ITU)
CoCoPIE: enabling real-time AI on off-the-shelf mobile devices via compression-compilation co-design
H Guan, S Liu, X Ma, W Niu, B Ren, X Shen, Y Wang, P Zhao
Communications of the ACM 64 (6), 62-68
Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines Industry Track Paper
Y Gan, Y Bo, B Tian, L Xu, W Hu, S Liu, Q Liu, Y Zhang, J Tang, Y Zhu
2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA)
Building the computing system for autonomous micromobility vehicles: Design constraints and architectural optimizations
B Yu, W Hu, L Xu, J Tang, S Liu, Y Zhu
2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)
Autonomous vehicles lite self-driving technologies should start small, go slow
S Liu, JL Gaudiot
IEEE Spectrum 57 (3), 36-49
Computer architectures for autonomous driving
S Liu, J Tang, Z Zhang, JL Gaudiot
Computer 50 (8), 18-25
Achieving energy efficiency through runtime partial reconfiguration on reconfigurable systems
S Liu, RN Pittman, A Forin, JL Gaudiot
ACM Transactions on Embedded Computing Systems (TECS) 12 (3), 1-21
Creating autonomous vehicle systems
S Liu, L Li, J Tang, S Wu, JL Gaudiot
Synthesis Lectures on Computer Science 6 (1), i-186
相关访谈
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“Innovate with Confidence”, Harvard Business School, https://www.exed.hbs.edu/participant-stories/leading-product-innovation-shaoshan-liu
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“Excellence in STEM: Dr. Shaoshan Liu”, IEEE Computer Society
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“Robots in Disguise” Sparked Shaoshan Liu’s Interest in Autonomous Vehicles” American Association for the Advancement of Science, https://www.aaas.org/membership/member-spotlight/robots-disguise-sparked-shaoshan-lius-interest-autonomous-vehicles
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“People of ACM - Shaoshan Liu”, Associaton for Computing Machinery, https://www.acm.org/articles/people-of-acm/2022/shaoshan-liu
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“RSPH Member Spotlight: Dr. Shaoshan Liu”, Royal Society for Public Health, https://www.rsph.org.uk/about-us/news/rsph-membership-spotlight-dr-shaoshan-liu.html
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“Right move toward shift to clean energy” China Daily, http://www.chinadaily.com.cn/opinion/2017-09/22/content_32322312_2.htm
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“This Company Says You Can Design Your Own Autonomous Vehicle”, Forbes, https://www.forbes.com/sites/jenniferhicks/2018/09/24/this-company-says-you-can-design-your-own-autonomous-vehicle/?sh=170e0ef32009
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“TACHYON CACHING IS BIGGER THAN SPARK IN-MEMORY”, The Next Platform, https://www.nextplatform.com/2016/02/25/tachyon-caching-is-bigger-than-spark-in-memory/
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刘少山:弃几百万年薪,做机器人“双眼”“大脑” https://www.sohu.com/a/133738485_472705
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专访刘少山:乘用车无人驾驶是持久战,落地至少还需5年 https://baijiahao.baidu.com/s?id=1600046323280512205&wfr=spider&for=pc
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解放人类双手 驶向清洁未来, https://www.kepuchina.cn/kpcs/shgm/shgm7/201711/t20171129_287088.shtml
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硅谷创业公司PerceptIn:让机器人“看到和感知“世界https://tech.sina.com.cn/i/2016-09-05/doc-ifxvqctu6206615.shtml
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三星投资的这家硅谷公司:从机器人再做无人车https://tech.sina.com.cn/it/2017-09-20/doc-ifykymue7386412.shtml
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“硅谷做对了什么?” http://www.inewsweek.cn/cover/2022-03-23/15324.shtml
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“聊天机器人ChatGPT火出圈,能写论文、编代码、创作小说 ” http://www.inewsweek.cn/kj/2023-01-31/17477.shtml