Zhen He
Zhen He
Associate Professor, La Trobe University
Verified email at
Cited by
Cited by
Pulmonary nodule classification with deep residual networks
A Nibali, Z He, D Wollersheim
International journal of computer assisted radiology and surgery 12, 1799-1808, 2017
Numerical coordinate regression with convolutional neural networks
A Nibali, Z He, S Morgan, L Prendergast
arXiv preprint arXiv:1801.07372, 2018
The effectiveness of adaptive difficulty adjustments on students' motivation and learning in an educational computer game
S Sampayo-Vargas, CJ Cope, Z He, GJ Byrne
Computers & Education 69, 452-462, 2013
3d human pose estimation with 2d marginal heatmaps
A Nibali, Z He, S Morgan, L Prendergast
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1477-1485, 2019
Top-k most influential locations selection
J Huang, Z Wen, J Qi, R Zhang, J Chen, Z He
Proceedings of the 20th ACM international conference on Information and …, 2011
Aggregation in sensor networks with a user-provided quality of service goal
Z He, BS Lee, XS Wang
Information Sciences 178 (9), 2128-2149, 2008
Trajic: An effective compression system for trajectory data
A Nibali, Z He
IEEE Transactions on Knowledge and Data Engineering 27 (11), 3138-3151, 2015
Distributed training of deep learning models: A taxonomic perspective
M Langer, Z He, W Rahayu, Y Xue
IEEE Transactions on Parallel and Distributed Systems 31 (12), 2802-2818, 2020
Boosting moving object indexing through velocity partitioning
T Nguyen, Z He, R Zhang, P Ward
arXiv preprint arXiv:1205.6697, 2012
Continuous video to simple signals for swimming stroke detection with convolutional neural networks
B Victor, Z He, S Morgan, D Miniutti
Proceedings of the IEEE conference on computer vision and pattern …, 2017
The safest path via safe zones
S Aljubayrin, J Qi, CS Jensen, R Zhang, Z He, Z Wen
2015 IEEE 31st International Conference on Data Engineering, 531-542, 2015
Self-tuning cost modeling of user-defined functions in an object-relational DBMS
Z He, BS Lee, R Snapp
ACM Transactions on Database Systems (TODS) 30 (3), 812-853, 2005
Real-time continuous intersection joins over large sets of moving objects using graphic processing units
PGD Ward, Z He, R Zhang, J Qi
The VLDB Journal 23, 965-985, 2014
MPCA SGD—a method for distributed training of deep learning models on spark
M Langer, A Hall, Z He, W Rahayu
IEEE Transactions on Parallel and Distributed Systems 29 (11), 2540-2556, 2018
Mining partial periodic correlations in time series
Z He, XS Wang, BS Lee, ACH Ling
Knowledge and Information systems 15, 31-54, 2008
Compressed histograms with arbitrary bucket layouts for selectivity estimation
D Fuchs, Z He, BS Lee
Information Sciences 177 (3), 680-702, 2007
Extraction and classification of diving clips from continuous video footage
A Nibali, Z He, S Morgan, D Greenwood
Proceedings of the IEEE conference on computer vision and pattern …, 2017
External sorting on flash memory via natural page run generation
Y Liu, Z He, YPP Chen, T Nguyen
The Computer Journal 54 (11), 1882-1990, 2011
Skyline trips of multiple POIs categories
S Aljubayrin, Z He, R Zhang
Database Systems for Advanced Applications: 20th International Conference …, 2015
Mcjoin: A memory-constrained join for column-store main-memory databases
SK Begley, Z He, YPP Chen
Proceedings of the 2012 ACM SIGMOD International Conference on Management of …, 2012
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