Juhua Hu Curriculum Vitae

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1 Juhua Hu Curriculum Vitae School of Computing Science Simon Fraser University 8888 University Drive Burnaby, BC V5A 1S6, Canada (604) sfu.ca/ juhuah present Education Ph.D., Computer Science, Simon Fraser University, Burnaby, Canada, Supervisor: Dr. Jian Pei (GPA 3.83/4.33). Note: Maternity Leave in Summer M.Sc., Computer Science, LAMDA, Nanjing University, Nanjing, China, Supervisor: Dr. Yuan Jiang (GPA 91/100, Rank 1/124) Exchange, TF NUS LEaRN, National University of Singapore, Singapore B.Sc., Computer Science, Nanjing University, Nanjing, China, (GPA 90/100, Rank 3/160). Data Mining Machine Learning Title Supervisors Description Awards Research Interests Automatic information organization, especially unsupervised feature selection, similarity learning, multi-clustering, and time-series clustering Semi-supervised learning, distance metric learning, multi-instance multi-label learning Masters Thesis Research on Machine Learning Methods by Using Implicit Constraints (in Chinese with English abstract) Professor Yuan Jiang In many machine learning tasks, some additional constraints, named implicit constraint can be gathered during the learning process or from the learning environment. This thesis tries to use implicit constraints to improve the learning performance when there are few labeled data Outstanding Master Thesis of Computer Science and Technology (Nanjing University) Nomination Award Outstanding Master Thesis of Jiangsu Province Juhua Hu, Ph.D. Candidate 1/5

2 Present Present Experience Research Research Assistant, Simon Fraser University, Burnaby, Canada, Supervisor: Dr. Jian Pei. Unsupervised feature selection Similarity learning Multi-clustering Time-series clustering Research Assistant, Simon Fraser University, Burnaby, Canada, Supervisor: Dr. Peter Chow-White. GeNA Lab ( GeNA Miner Project (Adhoc back-end, Python, GoFundme Data Analysis (Python, MATLAB) Article Topic Analysis (Python, MATLAB, C) Research Assistant, Simon Fraser University, Burnaby, Canada, Supervisor: Dr. June Francis. Human genome project, citation network analysis (MATLAB) Research Assistant, Nanjing University, Nanjing, China, Supervisor: Dr. Yuan Jiang. Semi-supervised learning Distance metric learning Multi-instance multi-label learning present present Professional Activities IEEE International Conference on Data Mining, Atlantic City, NJ, Oral presentation SIGKDD Conference on Knowledge Discovery and Data Mining, New York, NY, Oral presentation NSERC-Applied Sciences Industry Networking Event, Poster Presentation SIAM International Conference on Data Mining, Philadelphia, PA, Oral Presentation National Conference on Agent Theory and Applications, Changchun, China, Oral presentation. PC Member, AAAI 17, PRICAI 16, KDD 16. Journal Reviewer, IDA, TKDE, TKDD, JCST present External/additional Reviewer, ICDM 16, ASONAM 16, DASFAA 16, ICDE 16, WSDM 16, ICDM 15, ICDM 14, WSDM 14, WAIM 13, LSNA 13. Teaching Teaching Assistant, Simon Fraser University, Surrey, Canada, Instructor: John Edgar. CMPT454: Database Systems II Juhua Hu, Ph.D. Candidate 2/5

3 Teaching Assistant, Simon Fraser University, Burnaby, Canada, Instructor: John Edgar. CMPT454: Database Systems II Part-time Instructor, Simon Fraser University, Burnaby, Canada Instructor, Simon Fraser University, Surrey, Canada Teaching Assistant, Simon Fraser University, Burnaby, Canada, Instructor: Dr. Oliver Schulte Teaching Assistant, Nanjing University, Nanjing, China, Instructor: Dr. Xinyu Dai. Theory of Compiling Miscellaneous International Teaching Assistants Program, Course Complete, Simon Fraser Student Leader, Computer Science and Technology 05, Nanjing Organize and assistant activities for students Introduction to Service-Learning, Certificate of Attendance, Touch Leadership and Mentoring, TF NUS LEaRN Team Leader, Female Volleyball Team of Computer Science and Technology, Nanjing Vice-Minister, Propaganda Department of Computer Science and Technology, Nanjing [Hu-kais16] [Hu-tkdd15] [Hu13] [Hu-icdm15] Publications Journal Articles Juhua Hu, Qi Qian, Jian Pei, Rong Jin and Shenghuo Zhu. Finding multiple stable clusterings (An extended version of ICDM 15). Knowledge and Information Systems (KAIS), 1-31, DOI: /s Juhua Hu, De-Chuan Zhan, Xintao Wu, Yuan Jiang and Zhi-Hua Zhou. Pairwised specific distance learning from physical linkages. ACM Transactions on Knowledge Discovery from Data (TKDD), 9(3): Article 20, Juhua Hu, Yuan Jiang and Zhi-Hua Zhou. A co-training method based on teaching-learning model. Journal of Computer Research and Development, 50(11): , 2013 (Best Student Paper Award in 2012 National Conference on Agent Theory and Applications, in Chinese with English abstract). Conference Papers Juhua Hu, Qi Qian, Jian Pei, Rong Jin and Shenghuo Zhu. Finding multiple stable clusterings. IEEE International Conference on Data Mining (ICDM), (Acceptance rate: 68/810=8.4%. Best Paper Candidate) Juhua Hu, Ph.D. Candidate 3/5

4 [Qian14] [Hu14] [Li12] Qi Qian, Juhua Hu, Rong Jin, Jian Pei and Shenghuo Zhu. Distance metric learning using dropout: A structured regularization approach. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), (Acceptance rate: 151/1,036=14.6%) Juhua Hu, Jian Pei and Jie Tang. How can I index my thousands of photos effectively and automatically? An unsupervised feature selection approach. SIAM International Conference on Data Mining (SDM), (Acceptance rate: 60/389=15.4%) Yu-Feng Li, Ju-Hua Hu, Yuan Jiang and Zhi-Hua Zhou. Towards discovering what patterns trigger what labels. AAAI Conference on Artificial Intelligence (AAAI), (Acceptance rate: 294/1,129=26%) Honors and Awards Helmut & Hugo Eppich Family Graduate Scholarship, Simon Fraser Borden Ladner Gervais Graduate Scholarship, Simon Fraser Travel and Minor Research Award, Simon Fraser Student Travel Award, ICDM Best Paper Candidate, ICDM 15. Finding multiple stable clusterings Graduate Fellowship, Simon Fraser Graduate Prize in Computing Science, Simon Fraser Helmut & Hugo Eppich Family Graduate Scholarship, Simon Fraser Travel and Minor Research Award, Simon Fraser Graduate Fellowship, Simon Fraser Student Travel Award, SDM Travel and Minor Research Award, Simon Fraser Robar Industries Limited Graduate Scholarship, Simon Fraser Outstanding Master Thesis of Jiangsu Province, Nanjing Best Student Paper Award, 2012 National Conference on Agent Theory and Applications, Changchun, China. A co-training method based on teaching-learning model Outstanding Master Thesis of Computer Science and Technology Nomination Award, Nanjing TF NUS LEaRN Award, National University of Singapore Outstanding Graduate, Nanjing st People Scholarship, Nanjing National Scholarship, Nanjing Outstanding Student Leader, Nanjing Tung OOCL Scholarship, Nanjing Juhua Hu, Ph.D. Candidate 4/5

5 Outstanding Student, Computer Science and Technology, Nanjing Outstanding Student, Computer Science and Technology, Nanjing Computer skills Basic Intermediate Advanced r, json, xml, svn java, sql, python, GitHub, html, c++/c, linux, weka L A TEX, matlab Languages Mandarin Mother-tongue English Full Professional Japanese JLP Level 4 French Basic Juhua Hu, Ph.D. Candidate 5/5

MATTEO RIONDATO Curriculum vitae

MATTEO RIONDATO Curriculum vitae 100 Avenue of the Americas, 16 th Fl. New York, NY 10013, USA +1 646 292 6641 riondato@acm.org http://matteo.rionda.to EDUCATION Ph.D. Computer Science, Brown University,