default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
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
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 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) - [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
- [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) - [c16]Joshua Millward, Zhen He, Aiden Nibali:
Dense Prediction of Cell Centroids Using Tissue Context and Cell Refinement. GRAIL/OCELOT@MICCAI 2023: 138-149 - [i15]Long Nguyen, Aiden Nibali, Joshua Millward, Zhen He:
Classifying Whole Slide Images: What Matters? CoRR abs/2310.03279 (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) - [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
- [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) - [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
- [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) - [i9]Matthias Langer, Zhen He, Wenny Rahayu, Yanbo Xue:
Distributed Training of Deep Learning Models: A Taxonomic Perspective. CoRR abs/2007.03970 (2020)
2010 – 2019
- 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 - 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) - [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
- [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) - [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 - [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) - 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) - [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 - 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) - [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 - [i3]Thi Nguyen, Zhen He, Rui Zhang, Phillip Ward:
Boosting Moving Object Indexing through Velocity Partitioning. CoRR abs/1205.6697 (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) - [c8]Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He:
Top-k most influential locations selection. CIKM 2011: 2377-2380 - 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) - [c7]Mitzi McCarthy, Xiaoyang Sean Wang, Zhen He:
Finding One-Of Probably Nearest Neighbors with Minimum Location Updates. Mobile Data Management 2010: 354-359
2000 – 2009
- 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) - [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) - 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) - [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
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-02-15 01:22 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
