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| thesis_url =
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| thesis_year = 2001
| thesis_year = 2001
| doctoral_advisor = Chen Guoliang<!--陈国良-->
| doctoral_advisor = Chen Guoliang ({{lang|ko|[[:zh:陈国良_(计算机专家)|zh]]}})
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==Career==
==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.<ref>{{cite web |url= https://c.m.163.com/news/a/IPCT7I6P0511FQO9.html |title= 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! |author= 郑丽媛 |date= 26 January 2024 |website= [[NetEase]] |publisher= [[Chinese Software Developer Network]] |access-date= 14 May 2024 |quote= |language= Chinese }}</ref><ref>{{cite web |url=https://www.ccf.org.cn/c/2018-01-22/622542.shtml |title= 谢幸 |author= <!--Not stated--> |date= |website= [[China Computer Federation]] |publisher= |access-date= 14 May 2024 |quote= |language=Chinese}}</ref><ref>{{cite web |url= https://www.ustcif.org.cn/default.php/content/4770/ |title= 多位中国科大校友与教授晋IEEE会士 |author= <!--Not stated--> |date= |website= University of Science and Technology of China Initiative Foundation |publisher= |access-date= 14 May 2024 |quote= |language= Chinese}}</ref> He has been a guest Ph.D. advisor at the University of Science and Technology of China<ref>{{cite web |url= https://conf.scholat.com/ccscw/2022/keynotes |title= 大会特邀报告 |author= <!--Not stated--> |date= |website= SCHOLAT+ 学术会议系统 |publisher= 学者网 |access-date= 14 May 2024 |quote= |language= Chinese}}</ref> and an adjunct professor at the Hong Kong University of Science and Technology.
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.<ref>{{cite web |url= https://c.m.163.com/news/a/IPCT7I6P0511FQO9.html |title= 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! |author= 郑丽媛 |date= 26 January 2024 |website= [[NetEase]] |publisher= [[Chinese Software Developer Network]] |access-date= 14 May 2024 |quote= |language= Chinese }}</ref><ref>{{cite web |url=https://www.ccf.org.cn/c/2018-01-22/622542.shtml |title= 谢幸 |author= <!--Not stated--> |date= |website= [[China Computer Federation]] |publisher= |access-date= 14 May 2024 |quote= |language=Chinese}}</ref><ref>{{cite web |url= https://www.ustcif.org.cn/default.php/content/4770/ |title= 多位中国科大校友与教授晋IEEE会士 |author= <!--Not stated--> |date= |website= University of Science and Technology of China Initiative Foundation |publisher= |access-date= 14 May 2024 |quote= |language= Chinese}}</ref> He has been a guest Ph.D. advisor at the University of Science and Technology of China<ref>{{cite web |url= https://conf.scholat.com/ccscw/2022/keynotes |title= 大会特邀报告 |author= <!--Not stated--> |date= |website= SCHOLAT+ 学术会议系统 |publisher= 学者网 |access-date= 14 May 2024 |quote= |language= Chinese}}</ref> and an adjunct professor at the Hong Kong University of Science and Technology.

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.<ref>{{cite web |url= https://www.acm.org/articles/people-of-acm/2024/xing-xie |title= People of ACM - Xing Xie |author= <!--Not stated--> |date= 11 June 2024 |website= [[Association for Computing Machinery]] |publisher= |access-date= 13 June 2024 |quote= |language= }}</ref>

In 2022, large language models became more pratical recommendation systems as they grew in their capabality to explain and hold conversations. 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<ref>{{cite web |url= https://www.microsoft.com/en-us/research/lab/microsoft-research-asia/articles/shaping-the-future-with-societal-ai-2024-microsoft-research-asia-startrack-scholars-program-highlights-ai-ethics-and-interdisciplinary-integration |title=Shaping the Future with Societal AI: 2024 Microsoft Research Asia StarTrack Scholars Program Highlights AI Ethics and Interdisciplinary Integration |author= <!--Not stated--> |date=18 December 2023 |website= [[Microsoft]] |publisher= |access-date= 13 June 2024 |quote= |language= }}</ref> as the technological tool evolves into more of a society entity that that exerts significant influence.<ref>{{cite web |url= https://www.microsoft.com/en-us/research/academic-program/microsoft-research-asia-startrack-program/fields |title= Microsoft Research Asia StarTrack Scholars Program: Fields |author= <!--Not stated--> |date= |website= [[Microsoft]] |publisher= |access-date= 13 June 2024 |quote= |language= }}</ref>


==Editorial activities==
==Editorial activities==

Revision as of 08:04, 13 June 2024

Xing Xie
谢幸
File:XXXXXXXXXX.jpg
EducationPh.D.
Alma materUniversity of Science and Technology of China
Known forXXXX
AwardsXXXX
Scientific career
FieldsData mining, social computing, responsible AI, recommender systems, social computing, ubiquitous computing
InstitutionsMicrosoft Research Asia, University of Science and Technology of China, Hong Kong University of Science and Technology
Thesis Optimization strategies of randomized algorithms for NP-Hard problems  (2001)
Doctoral advisorChen Guoliang (zh)
Notable studentsXXXX
Chinese name
Traditional Chinese謝幸
Simplified Chinese谢幸
Transcriptions
WebsiteMicrosoft researcher profile

Xing Xie (Chinese: 谢幸) is a senior principal research manager at the Web Search and Mining Group within Microsoft Research Asia,[1][2][3] a guest Ph.D. advisor at the University of Science and Technology of China which is also where he completed his higher education,[4][5] and an adjunct professor at the Hong Kong University of Science and Technology.[6][7] As a computer scientist, his research has focused on data mining, social computing, and responsible AI.[8] He has published more than 400 papers which have been cited more than 40,000 times.[9] He has been on organizing committees or helped with the programs of over 70 conferences and workshops[10] and has presided over more than 10 national, provincial and ministerial scientific research projects in China.[11]

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,[12] ASONAM 2017,[13] and W2GIS 2011.[14] He has been named a DeepTech Pioneer in China's Intelligent Computing Technology Innovation[15] and is a fellow of the ACM,[16] IEEE,[17] and China Computer Federation.[18]

Education

Xie went through Nanchang No.10 Middle School in Jiangxi Province, China.[19] 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.[20]

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.[21][22][23] He has been a guest Ph.D. advisor at the University of Science and Technology of China[24] and an adjunct professor at the Hong Kong University of Science and Technology.

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.[25]

In 2022, large language models became more pratical recommendation systems as they grew in their capabality to explain and hold conversations. 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[26] as the technological tool evolves into more of a society entity that that exerts significant influence.[27]

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; International Journal on Data Science and Analytics; CCF Transactions on Pervasive Computing and Interaction;[28][29] Pervasive and Mobile Computing;[30] Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies; and GeoInformatica; among others.[31]

Awards

  • 2023: Natural Science Award - Fundamental Theories and Methods of Data Mining for Recommendation Systems, China Computer Federation
  • 2023: Area Chair Award, ACL 2023
  • 2023: MDM Test of Time Award, IEEE[32]
  • 2023: Best Paper Award Honorable Mention, ACM WSDM 2023
  • 2023: Intelligent Computing Innovators China, DeepTech
  • 2022: Outstanding Paper, NeurIPS 2022
  • 2022: Test of Time Award, ACM SIGKDD
  • 2022: Innovation Award, FL-IJCAI 2022
  • 2021: Test of Time Award, ACM SIGKDD China[33]
  • 2020: 10-Year Impact Award Honorable Mention, ACM SIGSPATIAL[34]
  • 2019: Distinguished Speaker, China Computer Federation
  • 2019: 10-Year Impact Award, ACM SIGSPATIAL[35]
  • 2019: Green Bamboo Award, China Computer Federation[36]
  • 2016: Second Place, Cross-Device Entity Linking Challenge, CIKM Cup 2016, with Jianxun Lian
  • 2016: Best student paper in applied data, Science Track, KDD
  • 2016: First Place, Microsoft OneML Recommendation Systems Hackathon, with Jianxun Lian and Fuzheng Zhang
  • 2015: Collaborative Research Award, MSRA
  • 2015: Best Talk, Microsoft Machine Learning and Data Science Conference 2015 (10 out of 200+ talks)
  • 2015: First Place, Microsoft OneML Time Series Hackathon, with Jianxun Lian and Xian Wu
  • 2014: Microsoft Achievement Award
  • 2013: ICDM Best Paper Award
  • 2013: Distinguished Speaker, China Computer Federation
  • 2013: Winner, Data Challenge (de-anonymization track), ACM WSDM 2013
  • 2010: Best Paper Award, UIC
  • 2010: Gold Star Award, Microsoft
  • 2010: Best Paper Runner-Up Award, ACM SIGSPATIAL
  • 2007: Gold Star Award, Microsoft
  • 2006: Teamwork Award, Microsoft
  • 1999: Microsoft Fellowship[37]
  • 1999: Young Scientist Award, China Computer Federation[38]

Memberships

Xie is a fellow of the ACM,[16], IEEE,[17] and China Computer Federation[18]. He has also been a steering commitee member of the Pervasive and Ubiquitous Computing Conference Series[39] and the Social Media Processing Technical Committee of the Chinese Information Processing Society of China, AC member of China Computer Federation Young Computer Scientists & Engineers Forum (YOCSEF),[40] and held positions at ACM SIGSPATIAL China[41] 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. ^ "Yonsei University-Microsoft Joint Workshop on Intelligent Computing". School of Electrical and Electronic Engineering. Yonsei University. 7 November 2016. Retrieved 4 April 2024.
  5. ^ "[Seminar] Kuansan Wang, Xing Xie, Nicholas(Jing) Yuan". Computer & Communication Security Laboratory. Korea University. 10 April 2014. Retrieved 4 April 2024.
  6. ^ "Xing XIE". Thrust of Artificial Intelligence. Hong Kong University of Science and Technology. Retrieved 4 April 2024.
  7. ^ "Academics-AI-Faculty Members". Information Hub at HKUST(GZ). Hong Kong University of Science and Technology. Retrieved 4 April 2024.
  8. ^ "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.
  9. ^ 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.
  10. ^ "IAPR Invited Speakers". GbR2015 in Beijing. National Laboratory of Pattern Recognition. Retrieved 14 May 2024.
  11. ^ "SMP2022-前沿技术讲习班第三十三期". SMP 2022 前沿技术讲习班(CIPS ATT 33) (in Chinese). Chinese Information Processing Society of China. Retrieved 14 May 2024.
  12. ^ "20th IEEE International Conference on Mobile Data Management". Department of Computer Science. Hong Kong Baptist University. Retrieved 5 April 2024.
  13. ^ "Keynote Speakers". 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. University of Calgary. Retrieved 5 April 2024.
  14. ^ "XIE Xing 谢幸". Information Hub. Hong Kong University of Science and Technology. Retrieved 4 April 2024.
  15. ^ "Speakers". SICSS-Beijing. Retrieved 5 April 2024.
  16. ^ 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.
  17. ^ a b "Xing Xie". IEEE Xplore. Institute of Electrical and Electronics Engineers. Retrieved 4 April 2024.
  18. ^ a b "谢幸". School of Computer Science (in Chinese). University of Science and Technology of China. 15 January 2021. Retrieved 4 April 2024.
  19. ^ "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.
  20. ^ "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.
  21. ^ 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.
  22. ^ "谢幸". China Computer Federation (in Chinese). Retrieved 14 May 2024.
  23. ^ "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.
  24. ^ "大会特邀报告". SCHOLAT+ 学术会议系统 (in Chinese). 学者网. Retrieved 14 May 2024.
  25. ^ "People of ACM - Xing Xie". Association for Computing Machinery. 11 June 2024. Retrieved 13 June 2024.
  26. ^ "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.
  27. ^ "Microsoft Research Asia StarTrack Scholars Program: Fields". Microsoft. Retrieved 13 June 2024.
  28. ^ "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.
  29. ^ "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.
  30. ^ "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.
  31. ^ "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.
  32. ^ "Personalized Recommendation System". School of Computer Science (in Chinese). Peking University. 12 July 2023. Retrieved 14 May 2024.
  33. ^ "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.
  34. ^ "2023 ACM Fellow名单,揭晓!". The Paper (in Chinese). 26 January 2024. Retrieved 14 May 2024.
  35. ^ "Chinese Congress on Artificial Intelligence 2022" (PDF) (in Chinese). Chinese Association of Artificial Intelligence. Retrieved 14 May 2024.
  36. ^ "以人为中心的推荐系统". China Computer Federation (in Chinese). Retrieved 14 May 2024.
  37. ^ "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.
  38. ^ "微软研究院首席研究员谢幸走进南航". College of Computer Science and Technology/College of Artificial Intelligence/College of Software (in Chinese). Nanjing University of Aeronautics and Astronautics. Retrieved 5 April 2024.
  39. ^ "UbiComp '11: Proceedings of the 13th international conference on Ubiquitous computing". ACM Digital Library. Association for Computing Machinery. Retrieved 30 May 2024.
  40. ^ "The International Conference of Young Computer Scientists, Engineers and Educators (ICYCSEE) 2015: Call for Papers". YOCSEF. China Computer Federation. Retrieved 30 May 2024.
  41. ^ "Welcome to SIGSPATIAL China". ACM Digital Library. Association for Computing Machinery. Retrieved 30 May 2024.