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Xing Xie

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Xing Xie
谢幸
Born
Nanchang, Jiangxi, China
EducationPh.D.
Alma materUniversity of Science and Technology of China
Awards2022: Test of Time Award, ACM SIGKDD
2019: 10-Year Impact Award, ACM SIGSPATIAL
1999: Microsoft Fellowship
Scientific career
FieldsData mining, social computing, responsible AI, recommender systems, ubiquitous computing
InstitutionsMicrosoft Research Asia
Thesis Optimization strategies of randomized algorithms for NP-Hard problems  (2001)
Doctoral advisorGuoliang Chen (zh)
Chinese name
Traditional Chinese謝幸
Simplified Chinese谢幸
Transcriptions
WebsiteMicrosoft researcher profile

Xing Xie (Chinese: 谢幸) is a partner research manager at Microsoft Research Asia.[1][2][3] As a computer scientist, his research has focused on data mining, social computing, and responsible AI.[4] He has published more than 400 papers which have been cited more than 60,000 times.[5] He has been on organizing committees or helped with the programs of over 70 conferences and workshops.[6]

Xie is a recipient of a number of awards, including the IEEE MDM 2023 Test-of-Time Award, ACM SIGKDD 2022 Test-of-Time Award, ACM SIGKDD China 2021 Test-of-Time Award, ACM SIGSPATIAL 2020 10-Year Impact Award Honorable Mention, and ACM SIGSPATIAL 2019 10-Year Impact Award. Some of his keynote speeches include MDM 2019,[7] ASONAM 2017,[8] and W2GIS 2011.[9] He has been named a DeepTech Pioneer in China's Intelligent Computing Technology Innovation[10] and is a fellow of the ACM,[11] IEEE,[12] and China Computer Federation.[13]

Education

Xie went through Nanchang No.10 Middle School in Jiangxi Province, China.[14] In 1992, he enrolled in the University of Science and Technology of China for both his B.S. and Ph.D. He graduated from the Department of Computer Science in 2001.[15]

Career

In July 2001, Xie started as an associate researcher at Microsoft Research Asia in Beijing, China where he held a number of research roles including senior principal researcher.[16][17][18]

Around 2009, his group was interested in data mining to learn user interests and therefore recommend travel route, restaurants, and social connections. As smartphones and other data creating devices became more common, the impact grew accordingly and later created the foundation for research into responsible AI practices. This interdisciplinary research led to them becoming pioneers in this field.[19]

In 2022, large language models made impressive progress, changing the landscape of many areas and bringing significant impact to society. Microsoft Research responded by naming Xie to lead their Societal AI initiative to remove bias, instill fairness, and detoxify language, among other goals to ensure AI is encountable to society[20] as the technological tool evolves into more of a society entity that that exerts significant influence.[21]

Editorial activities

Xie has served on various editorial boards including ACM Transactions on Recommender Systems, ACM Transactions on Social Computing, ACM Transactions on Intelligent Systems and Technology, and CCF Transactions on Pervasive Computing and Interaction,[22][23] among others.[24][25]

Awards

  • 2023: Natural Science Award - Fundamental Theories and Methods of Data Mining for Recommendation Systems, China Computer Federation
  • 2023: MDM Test of Time Award, IEEE[26]
  • 2023: Intelligent Computing Innovators China, DeepTech
  • 2022: Outstanding Paper, NeurIPS 2022
  • 2022: Test of Time Award, ACM SIGKDD
  • 2021: Test of Time Award, ACM SIGKDD China[27]
  • 2020: 10-Year Impact Award Honorable Mention, ACM SIGSPATIAL[28]
  • 2019: Distinguished Speaker, China Computer Federation
  • 2019: 10-Year Impact Award, ACM SIGSPATIAL[29]
  • 2019: Green Bamboo Award, China Computer Federation[30]
  • 2016: Best student paper in applied data, Science Track, KDD
  • 2014: Microsoft Achievement Award
  • 2013: ICDM Best Paper Award
  • 2013: Distinguished Speaker, China Computer Federation
  • 2010: Best Paper Award, UIC
  • 2010: Best Paper Runner-Up Award, ACM SIGSPATIAL
  • 1999: Microsoft Fellowship[31]

Memberships

Xie is a fellow of the ACM,[11] IEEE,[12] and China Computer Federation.[13] He has also been a steering committee member of the Pervasive and Ubiquitous Computing Conference Series[32] AC member of China Computer Federation Young Computer Scientists & Engineers Forum (YOCSEF),[33] and held positions at ACM SIGSPATIAL China[34] and Pervasive Computing Technical Committee of the China Computer Federation.

Selected publications

  • Jing Yuan; Yu Zheng; Xing Xie (12 August 2012). "Discovering regions of different functions in a city using human mobility and POIs". Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining. Association for Computing Machinery: 186–194. doi:10.1145/2339530.2339561. Retrieved 13 June 2024.
  • Jing Yuan; Yu Zheng; Chengyang Zhang; Wenlei Xie; Xing Xie; Guangzhong Sun; Yan Huang (2 November 2010). "T-drive: driving directions based on taxi trajectories". Proceedings of the 18th SIGSPATIAL International conference on advances in geographic information systems. Association for Computing Machinery: 99–108. doi:10.1145/1869790.1869807. Retrieved 13 June 2024.
  • Yin Lou; Chengyang Zhang; Yu Zheng; Xing Xie; Wei Wang; Yan Huang (November 2009). "Map-matching for low-sampling-rate GPS trajectories". Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Association for Computing Machinery: 352–361. Retrieved 13 June 2024.
  • Jing Yuan; Yu Zheng; Xing Xie; Guangzhong Sun (August 2011). "Driving with knowledge from the physical world". Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining. Association for Computing Machinery: 316–324. doi:10.1145/2020408.2020462. Retrieved 13 June 2024.
  • Jing Yuan; Yu Zheng; Chengyang Zhang; Xing Xie; Guang-Zhong Sun (May 2010). "An interactive-voting based map matching algorithm". Proceedings of the 2010 Eleventh International Conference on Mobile Data Management. IEEE Computer Society. doi:10.1109/MDM.2010.14. Retrieved 13 June 2024.
  • Yu Zheng; Lizhu Zhang; Xing Xie; Wei-Ying Ma (April 2009). "Mining interesting locations and travel sequences from GPS trajectories". Proceedings of the 18th International Conference on World Wide Web. Association for Computing Machinery: 791–800. doi:10.1145/1526709.1526816. Retrieved 13 June 2024.
  • Fuzheng Zhang; Nicholas Jing Yuan; Defu Lian; Xing Xie; Wei-Ying Ma (August 2016). "Collaborative knowledge base embedding for recommender systems". Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery: 353–362. doi:10.1145/2939672.2939673. Retrieved 13 June 2024.

See also

References

  1. ^ Rob Knies (16 May 2014). "Seminar on Build Intelligence from the Physical World by Dr. Xing Xie". Human-Computer Communications Laboratory. Chinese University of Hong Kong. Retrieved 4 April 2024.
  2. ^ "Photo2Search: Explore the Real World via Camera Phone". Microsoft. 12 April 2016. Retrieved 4 April 2024.
  3. ^ Mike Barton (17 April 2006). "Microsoft's Photo2Search". InfoWorld. Retrieved 4 April 2024.
  4. ^ "微软亚洲研究院资深首席研究员谢幸博士获选2023 ACM Fellow". Bendi新闻 (in Chinese). Retrieved 5 April 2024.
  5. ^ Xie Xing (26 October 2023). "跨学科合作构建具有社会责任的人工智能". Microsoft Research Asia (in Chinese). Retrieved 5 April 2024.
  6. ^ "IAPR Invited Speakers". GbR2015 in Beijing. National Laboratory of Pattern Recognition. Retrieved 14 May 2024.
  7. ^ "20th IEEE International Conference on Mobile Data Management". Department of Computer Science. Hong Kong Baptist University. Retrieved 5 April 2024.
  8. ^ "Keynote Speakers". 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. University of Calgary. Retrieved 5 April 2024.
  9. ^ "XIE Xing 谢幸". Information Hub. Hong Kong University of Science and Technology. Retrieved 4 April 2024.
  10. ^ "Speakers". SICSS-Beijing. Retrieved 5 April 2024.
  11. ^ a b "微软亚洲研究院资深首席研究员谢幸博士获选2023 ACM Fellow" (in Chinese). Microsoft Research Asia. 25 January 2024. Retrieved 4 April 2024.
  12. ^ a b "Xing Xie". IEEE Xplore. Institute of Electrical and Electronics Engineers. Retrieved 4 April 2024.
  13. ^ a b "谢幸". School of Computer Science (in Chinese). University of Science and Technology of China. 15 January 2021. Retrieved 4 April 2024.
  14. ^ "谢幸（92少）获选中国计算机学会会士". School of the Gifted Young (in Chinese). University of Science and Technology of China. 15 January 2021. Retrieved 4 April 2024.
  15. ^ "起底AI与大数据之中国科大系". University of Science and Technology of China Initative Foundation (in Chinese). Retrieved 5 April 2024.
  16. ^ 郑丽媛 (26 January 2024). "14 名华人入选、"深度学习三巨头"也全部上榜，2023 ACM Fellow 名单公布！". NetEase (in Chinese). Chinese Software Developer Network. Retrieved 14 May 2024.
  17. ^ "谢幸". China Computer Federation (in Chinese). Retrieved 14 May 2024.
  18. ^ "多位中国科大校友与教授晋IEEE会士". University of Science and Technology of China Initiative Foundation (in Chinese). Retrieved 14 May 2024.
  19. ^ "People of ACM - Xing Xie". Association for Computing Machinery. 11 June 2024. Retrieved 13 June 2024.
  20. ^ "Shaping the Future with Societal AI: 2024 Microsoft Research Asia StarTrack Scholars Program Highlights AI Ethics and Interdisciplinary Integration". Microsoft. 18 December 2023. Retrieved 13 June 2024.
  21. ^ "Microsoft Research Asia StarTrack Scholars Program: Fields". Microsoft. Retrieved 13 June 2024.
  22. ^ "CNCC - 负责任的推荐系统：能力越大，责任越大". China Computer Federation (in Chinese). 18 September 2023. Retrieved 14 May 2024.
  23. ^ "14位华人学者入选！2023 ACM Fellow公布". 时代学者 (in Chinese). 25 January 2024. Retrieved 14 May 2024.
  24. ^ "三科大人获ACM表彰，两女生都拿过郭奖". University of Science and Technology of China Initiative Foundation (in Chinese). Retrieved 14 May 2024.
  25. ^ "7位中国科大人当选IEEE会士". Alumni Association (in Chinese). University of Science and Technology of China. Retrieved 14 May 2024.
  26. ^ "Personalized Recommendation System". School of Computer Science (in Chinese). Peking University. 12 July 2023. Retrieved 14 May 2024.
  27. ^ "微软亚洲研究院谢幸研究员\练建勋研究员学术报告". School of COmputer Science and Engineering (in Chinese). Central South University. 17 April 2023. Retrieved 14 May 2024.
  28. ^ "2023 ACM Fellow名单，揭晓！". The Paper (in Chinese). 26 January 2024. Retrieved 14 May 2024.
  29. ^ "Chinese Congress on Artificial Intelligence 2022" (PDF) (in Chinese). Chinese Association of Artificial Intelligence. Retrieved 14 May 2024.
  30. ^ "以人为中心的推荐系统". China Computer Federation (in Chinese). Retrieved 14 May 2024.
  31. ^ "CCF@U734：微软谢幸走进南京航空航天大学". China Computer Federation (in Chinese). Retrieved 5 April 2024.
  32. ^ "UbiComp '11: Proceedings of the 13th international conference on Ubiquitous computing". ACM Digital Library. Association for Computing Machinery. Retrieved 30 May 2024.
  33. ^ "The International Conference of Young Computer Scientists, Engineers and Educators (ICYCSEE) 2015: Call for Papers". YOCSEF. China Computer Federation. Retrieved 30 May 2024.
  34. ^ "Welcome to SIGSPATIAL China". ACM Digital Library. Association for Computing Machinery. Retrieved 30 May 2024.
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