Room. 4211 (Lift 19)
University of Science and Technology,
Bay, Kowloon, Hong Kong
Ph.D. Candidate in the Department of
Computer Science and Engineering under the supervision of Prof. Qiang Yang. I got my Bachelor degree
in the Department of Computer Science and Technology of Nanjing University in June 2009, I was a
member of the LAMDA Group under
supervision of Prof. Zhi-Hua Zhou.
I was a member of the ACM/ICPC team both in Nanjing University and HKUST.
From August 2010 to August 2011, I worked with Dr. Xing Xie in
MSR Asia on activity recognition.
NEWS: Starting from December 2012, I am the PG coordinator for HKUST ACM Programming Contest Team, assisting the coach, Prof. Ke Yi. If you have interest in participating ACM/ICPC or other programming contests (or even data mining contests), please contact me.
I am awarded 2012 Google Ph.D.
I led a team winning the Semantic Place Classification Task in Nokia
Mobile Data Challenge (MDC). Link & Award Pictures.
Please see workshop papers below.
CV on LinkedIn
Courses in HKUST
Transfer Learning, Activity Recognition and Data mining/Machine Learning in
general. I am also interested in data mining systems and functional
Recognition in Social Networks: A List of Papers
- Yin Zhu, Erheng Zhong, Zhongqi Lu, and Qiang Yang. Feature
Engineering for Place Category Classification. Nokia Mobile Data
Challenge Workshop, in conjunction with Pervasive'12, Newcastle, June
First Place in Semantic Place Classification Task.
- Zhongqi Lu, Yin Zhu, Vincent Zheng, and Qiang
Yang. Next Place Prediction by Learning with Multiple Models. Nokia
Mobile Data Challenge Workshop, in conjunction with Pervasive'12,
Newcastle, June 2012. PDF Fourth
Place in Next Place Prediction Task.
- Yin Zhu, Xiao Wang, Erheng Zhong, Nanthan N. Liu, He Li, and
Qiang Yang. Discovering Spammers in Social Networks. In Proceedings
of the 26th AAAI Conference on Artificial Intelligence (AAAI-12).
Toronto, Ontario, Canada. July 22-26, 2012. PDF
- Yin Zhu, Yu Zheng, Liuhang Zhang, Darshan Santani, Xing Xie,
and Qiang Yang. Inferring Taxi Status Using GPS Trajectories. MSR
Technical Report. MSR-TR-2011-144. Mar. 2011. Link PDF
- Yin Zhu and Tomas Petricek. Numerical Computing in F#. Chapter
4 of Real-World Functional Programming Online Book, Manning Publications
Co. and Microsoft, 2011. MSDN Link
- Yin Zhu, Vincent Zheng, and Qiang Yang. Activity
Recognition from Trajectory Data. Chapter 6 of Computing with Spatial
Trajectories, editors: Yu Zheng and Xiaofang Zhou, Springer, 2011. Link
- Yin Zhu, Yuki Arase, Xing Xie and Qiang Yang. Bayesian
Nonparametric Modeling of User Activities. The 13th International
Conference Ubiquitous Computing (UbiComp 2011), TDMA'11: Workshop on
Trajectory Data Mining and Analysis. Link
- 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 Twenty-Fifth AAAI Conference on
Artificial Intelligence (AAAI 2011), San Francisco, California,
USA, August 7-11, 2011. PDF
- Xie Xie, Jiu-Lun Fan, Yin Zhu. The optimal
All-Partial-Sums algorithm in commutative semigroups and its applications
for image thresholding segmentation. Theoretical Computer Science,
2011, 412(15): 1415-1429. Link
- Yingzhen Yang, Yin Zhu, Qunsheng Peng. Image
Completion Using Structural Priority Belief Propagation. ACM
International Conference on Multimedia (ACM MM, Content Track), pages
- Yingzhen Yang, Yin Zhu, Chunxiao Liu, Chengfang
Song, Qunsheng Peng. Entertaining Video Warping. Proc. of 11th IEEE
international conference on CAD/Graphics, page 174-177, 2009. Link
C/C++ Programming Language, Spring 2007, Jinling College of Nanjing University.
COMP 252, Operating Systems, Fall 2009,
COMP 152, Object-oriented Programming and
Data Structures, Spring 2010, HKUST.
COMP 4331, Introduction to Data Mining,
Fall 2011, HKUST. Project
leaderboard for MSCIT-5210.
COMP 4332, Advanced Data Mining,
Spring 2012, HKUST.
RMath library for .Net
An F# Wrapper for Weka
My F# and Data Mining blog and Project Euler Solutions.