杨强

杨强,男,加拿大国籍。生于1961年,现任香港科技大学计算机系教授、研究生院主管,兼任华为诺亚方舟实验室的主任

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教育经历

1982年毕业于北京大学,获得天体物理学学士学位

1985年在马里兰大学帕克学院获得计算机科学硕士学位

1987年在马里兰大学帕克学院获得天体物理学硕士学位

1989年在马里兰大学帕克学院获得计算机科学博士学位

工作经历

1989至1995年,受聘于滑铁卢大学,先后担任助理教授和副教授。

1995年至2001年,被另一所加拿大大学--西蒙弗雷泽大学聘为教授并担任NSERC产业研究主席。

2001-2007年间,香港科技大学计算机系副教授,

2007-2009年间,担任研究生院主管(Postgraduate Coordinator),

2007至今,担任全职教授,

并从2012年至今,兼任华为诺亚方舟实验室的主任。

研究方向

数据挖掘,人工智能

科研项目

1.人工智能计划中从计划示例中学习复杂动作模型(Learning Complex Action Models from Plan Examples for AI Planning,项目号:RGC Grant 2006- )

2.室内按比例增长的概率计划识别(Scaling up probabilistic plan recognition in an indoor,项目号:DAG05/06.EG12)

3.普适计算中基于位置的计划识别(Location-based plan recognition for pervasive computing,项目号:HKUST6187/04E)

4.新一代Web搜索和一对计算研究(Research for new generation web search and mobile computing ,项目号:NECLC05/06.EG01)

科研成果

1. Yuchen Zhang, Weizhu Chen, Dong Wang and Qiang Yang, User-click Modeling for Understanding and Predicting Search-behavior, ACM KDD 2011. San Diego, CA USA. August 2011.

2. Huayan Wang and Qiang Yang. Transfer Learning by Structural Analogy. In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-11). San Francisco, CA USA. August, 2011.

3. Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno J. Pan, Gui-Rong Xue, Yong Yu and Qiang Yang. Heterogeneous Transfer Learning for Image Classification. In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-11). San Francisco, CA USA. August, 2011.

4. Luheng He and Nathan N. Liu and Qiang Yang. Active Dual Collaborative Filtering with Both Item and Attribute Feedback. In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-11). San Francisco, CA USA. August, 2011

5. Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang. A Whole Page Click Model to Better Interpret Search Engine Click Data. In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-11). San Francisco, CA USA. August, 2011.

6. Evan Wei Xiang, Sinno Jialin Pan, Weike Pan, Jian Su and Qiang Yang. Source-Selection-Free Transfer Learning. In Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11), Barcelona, Spain, July 2011. (PDF)

7. Weike Pan, Nathan N. Liu, Evan W. Xiang, Qiang Yang. Transfer Learning to Predict Missing Ratings via Heterogeneous User Feedbacks. In Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11), Barcelona, Spain, July 2011.

8. Vincent W. Zheng and Qiang Yang. User-dependent Aspect Model for Collaborative Activity Recognition. In Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11), Barcelona, Spain, July 2011.

9. Derek Hao Hu, Qiang Yang. Transfer Learning for Activity Recognition via Sensor Mapping. In Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11), Barcelona, Spain, July 2011.

10. Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, Qiang Yang. Distance Metric Learning under Covariate Shift. In Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11), Barcelona, Spain, July 2011.

11. Fangtao Li, Nathan Liu, Hongwei Jin, Kai Zhao, Qiang Yang and Xiaoyan Zhu. Incorporating Reviewer and Product Information for Review Rating Prediction. In Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11), Barcelona, Spain, July 2011.

12. Botao Hu, Yuchen Zhang, Weizhu Chen, Gang Wang and Qiang Yang, Characterize Search Intent Diversity into Click Models, In Proceedings of the 20th International World Wide Web Conference (WWW-11), Hyderabad, India. March 29-April 1, 2011

13. Hankz Hankui Zhuo, Qiang Yang, Rong Pan and Lei Li. Cross-Domain Action-Model Acquisition for Planning via Web Search. In Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS-11), Freiburg, Germany, June 11-16, 2011.

社会兼职

主编, ACM TIST, 2009 -

副编委,IEEE Intelligent Systems, 2005 -

副编委,IEEE Transactions on Knowledge and Data Engineering (TKDE), 2005 - 2009

编委,Web Intelligence and Agent Systems Journal 2003 -

编委,Journal of Computer Science and Technology, 2007 -

编委,Frontiers of Computer Science in China 2010 -

IJCAI 理事(2011 - 2017), IJCAI 2015 程序委员会主席.

ACM SIGART (ACM Special Interest Group on Artificial Intelligence)副主席. July 2010 -

ACM TIST (ACM Transactions on Intelligent Systems and Technology主编

IJCAI-11 Integrated and Embedded Artificial Intelligence (IEAI CFP)分会主席

第三届亚太机器学习(ACML 2011)会议共同主席, Nov. 2011

IEEE ICDM 2011程序委员会副主席.

ACM WSDM 2011 (Hong Kong, February 7-10, 2011)出版主席.

ACM KDD 2011: 资深程序委员

AAAI 2011: 区域主席

ACM UbiComp 2011: 程序委员

CIKM 2011: 资深程序委员

NSF Workshop on Pervasive Computing at Scale (PeCS 2011)

The National Academies and A*STAR (Singapore) "Realizing the Value of Big Data", Article 1, Article 2

2011 CCDM (2011中国数据挖掘年会), Industry Panel: Large Scale Recommendation Systems, May 5-7, 2011, Guangzhou, China

ACM KDD 2010: 程序委员会共同主席, 2010 (KDD 2010 Social Network Site)

ACM IUI 2010 (ACM Intelligent User Interfaces Conference, Feb 2010, Hong Kong, China), 程序委员会主席

2010 ACM Hong Kong Bioinformatics Symposium (HKUST): 程序委员会共同主席

特约编辑: IEEE Intelligent Systems Special Issue on Social Learning

AAAI 2010 AI-Web: 资深程序委员

2010 Dragon-star Lecture on Data Mining (2010 龙星计划: May 10-14, 2010.)

ACML 2010 程序委员会共同主席

ICDM 2010: 程序委员会副主席

MLA 2010组织者: Machine Learning and Applications Workshop, Nanjing, Nov 7/8, 2010.

荣誉获奖

ACM KDDCUP 2011竞赛第3名, Yahoo! Music Recommendation Challenge.

2005 ACM KDDCUP竞赛冠军(教练)

System ARMS竞赛共同冠军 (with Kangheng Wu and Yunfei Jiang)

首届知识工程国际竞赛(First International Competition on Knowledge Engineering)组织者, ICAPS 2005, Monterey, CA, USA

2004 ACM KDDCUP竞赛冠军(教练, Tied for #1 Overall)

获得1996 Automated Software Engineering Conference最佳论文奖

获得1994 Canadian AI Conference最佳论文奖