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ORCIDZhen He 0002
Person information
- affiliation: La Trobe University, School of Computing, Engineering and Mathematical Sciences, Melbourne, Australia
- affiliation: La Trobe University, Department of Computer Science and Computer Engineering, Bundoora, Australia
- affiliation (former): University of Vermont, Department of Computer Science, Burlington, VT, USA
- affiliation (PhD): Australian National University, Department of Computer Science, Canberra, Australia
Other persons with the same name
- Zhen He — disambiguation page
- Zhen He 0001
![[0000-0003-4149-1830]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-4149-1830")
— Tianjin University, College of Management and Economics, Tianjin, China
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Journal Articles
- 2025
[j49]Brandon Victor, Aiden Nibali, Zhen He:
A Systematic Review of the Use of Deep Learning in Satellite Imagery for Agriculture. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 2297-2316 (2025)- 2024
- [j48]Min Luo, Zhen He, Hui Cui, Phillip Ward, Yi-Ping Phoebe Chen:
Dual attention based fusion network for MCI Conversion Prediction. Comput. Biol. Medicine 182: 109039 (2024) - [j47]Kristen Moore, Shenjun Zhong, Zhen He, Torsten Rudolf, Nils Fisher, Brandon Victor, Neha Jindal:
A comprehensive solution to retrieval-based chatbot construction. Comput. Speech Lang. 83: 101522 (2024) - [j46]Haritha Thilakarathne, Aiden Nibali, Zhen He, Stuart Morgan:
Group activity recognition using unreliable tracked pose. Neural Comput. Appl. 36(36): 23131-23148 (2024) - [j45]Brandon Victor, Aiden Nibali, Saul Justin Newman, Tristan Coram, Francisco Pinto, Matthew Reynolds, Robert Furbank, Zhen He:
High-Throughput Plot-Level Quantitative Phenotyping Using Convolutional Neural Networks on Very High-Resolution Satellite Images. Remote. Sens. 16(2): 282 (2024) - 2023
- [j44]Min Luo, Zhen He, Hui Cui, Yi-Ping Phoebe Chen, Phillip Ward:
Class activation attention transfer neural networks for MCI conversion prediction. Comput. Biol. Medicine 156: 106700 (2023) - 2022
- [j43]Tri Huynh, Aiden Nibali, Zhen He:
Semi-supervised learning for medical image classification using imbalanced training data. Comput. Methods Programs Biomed. 216: 106628 (2022) - [j42]Haritha Thilakarathne, Aiden Nibali, Zhen He, Stuart Morgan:
Pose is all you need: the pose only group activity recognition system (POGARS). Mach. Vis. Appl. 33(6): 95 (2022) - [j41]Md. Sohel Rana, Aiden Nibali, Zhen He:
Selection of object detections using overlap map predictions. Neural Comput. Appl. 34(21): 18611-18627 (2022) - 2021
- [j40]Jing Meng, Brandon Victor, Zhen He, Hongde Liu, Taijiao Jiang:
DeepSSV: detecting somatic small variants in paired tumor and normal sequencing data with convolutional neural network. Briefings Bioinform. 22(4) (2021) - [j39]Aiden Nibali, Joshua Millward, Zhen He, Stuart Morgan:
ASPset: An outdoor sports pose video dataset with 3D keypoint annotations. Image Vis. Comput. 111: 104196 (2021) - [j38]Ashley Hall, Brandon Victor, Zhen He, Matthias Langer, Marc Elipot, Aiden Nibali, Stuart Morgan:
The detection, tracking, and temporal action localisation of swimmers for automated analysis. Neural Comput. Appl. 33(12): 7205-7223 (2021) - [j37]Brandon Victor, Aiden Nibali, Zhen He, David L. Carey:
Enhancing trajectory prediction using sparse outputs: application to team sports. Neural Comput. Appl. 33(18): 11951-11962 (2021) - 2020
- [j36]Md. Sohel Rana, Aiden Nibali, Zhen He, Stuart Morgan:
Automated repair of fragmented tracks with 1D CNNs. Image Vis. Comput. 101: 103982 (2020) - [j35]Matthias Langer, Zhen He, Wenny Rahayu, Yanbo Xue:
Distributed Training of Deep Learning Models: A Taxonomic Perspective. IEEE Trans. Parallel Distributed Syst. 31(12): 2802-2818 (2020) - 2018
- [j34]Shengxun Yang, Zhen He, Yi-Ping Phoebe Chen:
GCOTraj: A storage approach for historical trajectory data sets using grid cells ordering. Inf. Sci. 459: 1-19 (2018) - [j33]Matthias Langer, Ashley Hall, Zhen He, Wenny Rahayu:
MPCA SGD - A Method for Distributed Training of Deep Learning Models on Spark. IEEE Trans. Parallel Distributed Syst. 29(11): 2540-2556 (2018) - 2017
- [j32]Aiden Nibali, Zhen He, Dennis Wollersheim:
Pulmonary nodule classification with deep residual networks. Int. J. Comput. Assist. Radiol. Surg. 12(10): 1799-1808 (2017) - [j31]Saad Aljubayrin, Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, Yuan Li:
Finding lowest-cost paths in settings with safe and preferred zones. VLDB J. 26(3): 373-397 (2017) - 2016
- [j30]Steven Keith Begley, Zhen He, Yi-Ping Phoebe Chen:
PaMeCo join: A parallel main memory compact hash join. Inf. Syst. 58: 105-125 (2016) - [j29]Trieu Minh Nhut Le, Jinli Cao, Zhen He:
Answering skyline queries on probabilistic data using the dominance of probabilistic skyline tuples. Inf. Sci. 340-341: 58-85 (2016) - [j28]Shengxun Yang, Zhen He, Yi-Ping Phoebe Chen:
Workload-Based Ordering of Multi-Dimensional Data. IEEE Trans. Knowl. Data Eng. 28(3): 831-844 (2016) - 2015
- [j27]Thi Nguyen, Zhen He, Rui Zhang, Phillip G. D. Ward:
Exploiting velocity distribution skew to speed up moving object indexing. Inf. Syst. 51: 72-104 (2015) - [j26]Jian Chen, Jin Huang, Zeyi Wen, Zhen He, Kerry Taylor, Rui Zhang:
Analysis and evaluation of the top-k most influential location selection query. Knowl. Inf. Syst. 43(1): 181-217 (2015) - [j25]Aiden Nibali, Zhen He:
Trajic: An Effective Compression System for Trajectory Data. IEEE Trans. Knowl. Data Eng. 27(11): 3138-3151 (2015) - 2014
- [j24]Mitzi McCarthy, Zhen He, Xiaoyang Sean Wang:
Evaluation of Range Queries With Predicates on Moving Objects. IEEE Trans. Knowl. Data Eng. 26(5): 1144-1157 (2014) - [j23]Phillip G. D. Ward, Zhen He, Rui Zhang, Jianzhong Qi:
Real-time continuous intersection joins over large sets of moving objects using graphic processing units. VLDB J. 23(6): 965-985 (2014) - 2013
- [j22]Sandra Sampayo Vargas, Chris J. Cope, Zhen He, Graeme J. Byrne:
The effectiveness of adaptive difficulty adjustments on students' motivation and learning in an educational computer game. Comput. Educ. 69: 452-462 (2013) - [j21]Thi Nguyen, Zhen He, Yi-Ping Phoebe Chen:
SeTPR*-tree: Efficient Buffering for Spatiotemporal Indexes Via Shared Execution. Comput. J. 56(1): 115-137 (2013) - [j20]Trieu Minh Nhut Le, Jinli Cao, Zhen He:
Top-k best probability queries and semantics ranking properties on probabilistic databases. Data Knowl. Eng. 88: 248-266 (2013) - 2012
- [j19]Nils Fisher, Zhen He, Mitzi McCarthy:
A hybrid filesystem for hard disk drives in tandem with flash memory. Computing 94(1): 21-68 (2012) - [j18]Thi Nguyen, Zhen He, Rui Zhang, Phillip Ward:
Boosting Moving Object Indexing through Velocity Partitioning. Proc. VLDB Endow. 5(9): 860-871 (2012) - 2011
- [j17]Mitzi McCarthy, Zhen He:
Efficient Updates for OLAP Range Queries on Flash Memory. Comput. J. 54(11): 1773-1789 (2011) - [j16]Yang Liu, Zhen He, Yi-Ping Phoebe Chen, Thi Nguyen:
External Sorting on Flash Memory Via Natural Page Run Generation. Comput. J. 54(11): 1882-1990 (2011) - 2010
- [j15]Yefei Xin, Zhen He, Jinli Cao:
Effective pruning for XML structural match queries. Data Knowl. Eng. 69(6): 640-659 (2010) - [j14]Davur S. Clementsen, Zhen He:
Vertical partitioning for flash and HDD database systems. J. Syst. Softw. 83(11): 2237-2250 (2010) - [j13]Ulpian Cesana, Zhen He:
Multi-buffer manager: Energy-efficient buffer manager for databases on flash memory. ACM Trans. Embed. Comput. Syst. 9(3): 28:1-28:36 (2010) - 2009
- [j12]Zhen He, Prakash Veeraraghavan:
Fine-grained updates in database management systems for flash memory. Inf. Sci. 179(18): 3162-3181 (2009) - 2008
- [j11]Zhen He, Byung Suk Lee, Xiaoyang Sean Wang:
Aggregation in sensor networks with a user-provided quality of service goal. Inf. Sci. 178(9): 2128-2149 (2008) - [j10]Zhen He, Byung Suk Lee, Xiaoyang Sean Wang:
Proactive and reactive multi-dimensional histogram maintenance for selectivity estimation. J. Syst. Softw. 81(3): 414-430 (2008) - [j9]Zhen He, Xiaoyang Sean Wang, Byung Suk Lee, Alan C. H. Ling:
Mining partial periodic correlations in time series. Knowl. Inf. Syst. 15(1): 31-54 (2008) - 2007
- [j8]Songtao Jiang, Byung Suk Lee, Zhen He:
Cost modeling of spatial operators using non-parametric regression. Inf. Sci. 177(2): 607-631 (2007) - [j7]Dennis Fuchs, Zhen He, Byung Suk Lee:
Compressed histograms with arbitrary bucket layouts for selectivity estimation. Inf. Sci. 177(3): 680-702 (2007) - [j6]Zhen He, Richard Lai, Alonso Marquez, Stephen M. Blackburn:
Opportunistic prioritised clustering framework for improving OODBMS performance. J. Syst. Softw. 80(3): 371-387 (2007) - [j5]Zhen He, Alonso Marquez:
Path and cache conscious prefetching (PCCP). VLDB J. 16(2): 235-249 (2007) - 2006
- [j4]Zhen He, Richard Lai, Alonso Marquez:
On using cache conscious clustering for improving OODBMS performance. Inf. Softw. Technol. 48(11): 1073-1082 (2006) - 2005
- [j3]Zhen He, Jérôme Darmont:
Evaluating the Dynamic Behavior of Database Applications. J. Database Manag. 16(2): 21-45 (2005) - [j2]Zhen He, Byung Suk Lee, Robert R. Snapp:
Self-tuning cost modeling of user-defined functions in an object-relational DBMS. ACM Trans. Database Syst. 30(3): 812-853 (2005) - 2004
- [j1]Zhen He, Jérôme Darmont:
Une plate-forme dynamique pour l'évaluation des performances des bases de données à objets. Ingénierie des Systèmes d Inf. 9(1): 109-127 (2004)
Conference and Workshop Papers
- 2023
- [c16]Joshua Millward, Zhen He, Aiden Nibali:
Dense Prediction of Cell Centroids Using Tissue Context and Cell Refinement. GRAIL/OCELOT@MICCAI 2023: 138-149 - 2019
- [c15]Xi Cao, Richard Skarbez, Zhen He, Henry Been-Lirn Duh:
A Content-Aware Approach for Analysing Eye Movement Patterns in Virtual Reality. VRST 2019: 43:1-43:2 - [c14]Aiden Nibali, Zhen He, Stuart Morgan, Luke A. Prendergast:
3D Human Pose Estimation With 2D Marginal Heatmaps. WACV 2019: 1477-1485 - 2017
- [c13]Aiden Nibali, Zhen He, Stuart Morgan, Daniel Greenwood:
Extraction and Classification of Diving Clips from Continuous Video Footage. CVPR Workshops 2017: 94-104 - [c12]Brandon Victor, Zhen He, Stuart Morgan, Dino Miniutti:
Continuous Video to Simple Signals for Swimming Stroke Detection with Convolutional Neural Networks. CVPR Workshops 2017: 122-131 - 2015
- [c11]Saad Aljubayrin, Zhen He, Rui Zhang:
Skyline Trips of Multiple POIs Categories. DASFAA (2) 2015: 189-206 - [c10]Saad Aljubayrin, Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, Zeyi Wen:
The safest path via safe zones. ICDE 2015: 531-542 - 2012
- [c9]Steven Keith Begley, Zhen He, Yi-Ping Phoebe Chen:
MCJoin: a memory-constrained join for column-store main-memory databases. SIGMOD Conference 2012: 121-132 - 2011
- [c8]Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He:
Top-k most influential locations selection. CIKM 2011: 2377-2380 - 2010
- [c7]Mitzi McCarthy, Xiaoyang Sean Wang, Zhen He:
Finding One-Of Probably Nearest Neighbors with Minimum Location Updates. Mobile Data Management 2010: 354-359 - 2004
- [c6]Zhen He, Byung Suk Lee, Robert R. Snapp:
Self-tuning UDF Cost Modeling Using the Memory-Limited Quadtree. EDBT 2004: 513-531 - 2003
- [c5]Zhen He, Jérôme Darmont:
Une plate-forme dynamique pour l'évaluation des performances des bases de données à objets. BDA 2003 - [c4]Zhen He, Jérôme Darmont:
DOEF: A Dynamic Object Evaluation Framework. DEXA 2003: 662-671 - 2001
- [c3]Zhen He, Alonso Marquez:
Cache Conscious Clustering C3. DEXA 2001: 815-825 - 2000
- [c2]Zhen He, Alonso Marquez, Stephen M. Blackburn:
Opportunistic Prioritised Clustering Framework (OPCF). Objects and Databases 2000: 86-100 - [c1]Zhen He, Stephen M. Blackburn, Luke Kirby, John N. Zigman:
Platypus: Design and Implementation of a Flexible High Performance Object Store. POS 2000: 100-124
Informal and Other Publications
- 2024
- [i17]Haritha Thilakarathne, Aiden Nibali, Zhen He, Stuart Morgan:
Group Activity Recognition using Unreliable Tracked Pose. CoRR abs/2401.03262 (2024) - [i16]Brandon Victor, Mathilde Letard, Peter Naylor, Karim Douch, Nicolas Longépé, Zhen He, Patrick Ebel:
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting. CoRR abs/2409.18591 (2024) - 2023
- [i15]Long Nguyen, Aiden Nibali, Joshua Millward, Zhen He:
Classifying Whole Slide Images: What Matters? CoRR abs/2310.03279 (2023) - 2022
- [i14]Brandon Victor, Zhen He, Aiden Nibali:
A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture. CoRR abs/2210.01272 (2022) - 2021
- [i13]Brandon Victor, Aiden Nibali, Zhen He, David L. Carey:
Enhancing Trajectory Prediction using Sparse Outputs: Application to Team Sports. CoRR abs/2106.00173 (2021) - [i12]Kristen Moore, Shenjun Zhong, Zhen He, Torsten Rudolf, Nils Fisher, Brandon Victor, Neha Jindal:
A comprehensive solution to retrieval-based chatbot construction. CoRR abs/2106.06139 (2021) - [i11]Haritha Thilakarathne, Aiden Nibali, Zhen He, Stuart Morgan:
Pose is all you need: The pose only group activity recognition system (POGARS). CoRR abs/2108.04186 (2021) - [i10]Tri Huynh, Aiden Nibali, Zhen He:
Semi-supervised learning for medical image classification using imbalanced training data. CoRR abs/2108.08956 (2021) - 2020
- [i9]Matthias Langer, Zhen He, Wenny Rahayu, Yanbo Xue:
Distributed Training of Deep Learning Models: A Taxonomic Perspective. CoRR abs/2007.03970 (2020) - 2018
- [i8]Aiden Nibali, Zhen He, Stuart Morgan, Luke A. Prendergast:
Numerical Coordinate Regression with Convolutional Neural Networks. CoRR abs/1801.07372 (2018) - [i7]Aiden Nibali, Zhen He, Stuart Morgan, Luke A. Prendergast:
3D Human Pose Estimation with 2D Marginal Heatmaps. CoRR abs/1806.01484 (2018) - 2017
- [i6]Zhen He, Jérôme Darmont:
Evaluating the Dynamic Behavior of Database Applications. CoRR abs/1701.00400 (2017) - [i5]Aiden Nibali, Zhen He, Stuart Morgan, Daniel Greenwood:
Extraction and Classification of Diving Clips from Continuous Video Footage. CoRR abs/1705.09003 (2017) - [i4]Brandon Victor, Zhen He, Stuart Morgan, Dino Miniutti:
Continuous Video to Simple Signals for Swimming Stroke Detection with Convolutional Neural Networks. CoRR abs/1705.09894 (2017) - 2012
- [i3]Thi Nguyen, Zhen He, Rui Zhang, Phillip Ward:
Boosting Moving Object Indexing through Velocity Partitioning. CoRR abs/1205.6697 (2012) - 2007
- [i2]Zhen He, Jérôme Darmont:
Une plate-forme dynamique pour l'évaluation des performances des bases de données à objets. CoRR abs/0704.3500 (2007) - [i1]Zhen He, Jérôme Darmont:
DOEF: A Dynamic Object Evaluation Framework. CoRR abs/0705.1454 (2007)
Coauthor Index
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