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个人简介
Junfeng Pan is an impact-driven leader and active researcher in the areas of user growth, ads quality, optimization, machine learning and data mining.
In Facebook, he has a full knowledge scope on user growth, engagement, creating selling opportunity and revenue optimization. He designed, built and led a team for a new and advanced machine learning algorithms and systems for ads optimization from sketch with huge impact delivered.
In Google, he focuses on online advertsing algorithms and systems for improving ads quality and coverage, including keyword relevance, ranking, pattern extraction, suggestion, pCTR, etc. He won Google's prestigious all-company OC Award (a.k.a EMG Award) 2010 for his contribution, impact and innovation in AdWords Quality.
He has many papers published in referred conferences and journals such as TOIS, TKDE, ACM SIGKDD, AAAI and IJCAI. He serves as a general co-chair/session chair for several conferences and workshops such as NIPS, AAAI and IJCAI. He is a (senior) program committee member for nearly 30 research conferences such as ACM KDD, AAAI and WSDM. He also serves as a regular reviewer for 10+ journals in ACM, IEEE and others. Junfeng Pan was the world champion of ACM Knowledge Discovery and Data Mining (KDD) Cup 2005 on all the three awards: Precision, Performance and Creativity Awards.
Specialties: machine learning, data mining, information retrieval, online advertising
研究兴趣
论文共 22 篇作者统计合作学者相似作者
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IEEE Transactions on Pattern Analysis and Machine Intelligenceno. 3 (2012): 587-600
AAAI'08: Proceedings of the 23rd national conference on Artificial intelligence - Volume 3pp.1427-1432, (2008)
引用120浏览0EI引用
120
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IEEE Transactions on Knowledge and Data Engineeringno. 8 (2008): 1082-1090
Hong Kongpp.645-650, (2008)
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data miningpp.1023-1027, (2007)
IEEE Intelligent Systemsno. 1 (2007): 46-51
AAAI'07: Proceedings of the 22nd national conference on Artificial intelligence - Volume 2pp.1108-1113, (2007)
引用149浏览0EI引用
149
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AAAI'07: Proceedings of the 22nd national conference on Artificial intelligence - Volume 2pp.1102-1107, (2007)
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32
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IEEE Transactions on Knowledge and Data Engineeringno. 9 (2006): 1181-1193
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