Zhen He

Orcid: 0000-0003-0302-5775

Affiliations:
  • La Trobe University, School of Computing, Engineering and Mathematical Sciences, Melbourne, Australia
  • La Trobe University, Department of Computer Science and Computer Engineering, Bundoora, Australia
  • University of Vermont, Department of Computer Science, Burlington, VT, USA (former)
  • Australian National University, Department of Computer Science, Canberra, Australia (PhD)


According to our database1, Zhen He authored at least 67 papers between 2000 and 2025.

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Timeline

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Bibliography

2025
A Systematic Review of the Use of Deep Learning in Satellite Imagery for Agriculture.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024
Group activity recognition using unreliable tracked pose.
Neural Comput. Appl., December, 2024

High-Throughput Plot-Level Quantitative Phenotyping Using Convolutional Neural Networks on Very High-Resolution Satellite Images.
Remote. Sens., January, 2024

A comprehensive solution to retrieval-based chatbot construction.
Comput. Speech Lang., January, 2024

Dual attention based fusion network for MCI Conversion Prediction.
Comput. Biol. Medicine, 2024

Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Class activation attention transfer neural networks for MCI conversion prediction.
Comput. Biol. Medicine, April, 2023

Classifying Whole Slide Images: What Matters?
CoRR, 2023

Dense Prediction of Cell Centroids Using Tissue Context and Cell Refinement.
Proceedings of the Graphs in Biomedical Image Analysis, and Overlapped Cell on Tissue Dataset for Histopathology, 2023

2022
Selection of object detections using overlap map predictions.
Neural Comput. Appl., 2022

Pose is all you need: the pose only group activity recognition system (POGARS).
Mach. Vis. Appl., 2022

Semi-supervised learning for medical image classification using imbalanced training data.
Comput. Methods Programs Biomed., 2022

2021
Enhancing trajectory prediction using sparse outputs: application to team sports.
Neural Comput. Appl., 2021

The detection, tracking, and temporal action localisation of swimmers for automated analysis.
Neural Comput. Appl., 2021

ASPset: An outdoor sports pose video dataset with 3D keypoint annotations.
Image Vis. Comput., 2021

DeepSSV: detecting somatic small variants in paired tumor and normal sequencing data with convolutional neural network.
Briefings Bioinform., 2021

2020
Distributed Training of Deep Learning Models: A Taxonomic Perspective.
IEEE Trans. Parallel Distributed Syst., 2020

Automated repair of fragmented tracks with 1D CNNs.
Image Vis. Comput., 2020

2019
3D Human Pose Estimation With 2D Marginal Heatmaps.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

A Content-Aware Approach for Analysing Eye Movement Patterns in Virtual Reality.
Proceedings of the 25th ACM Symposium on Virtual Reality Software and Technology, 2019

2018
MPCA SGD - A Method for Distributed Training of Deep Learning Models on Spark.
IEEE Trans. Parallel Distributed Syst., 2018

GCOTraj: A storage approach for historical trajectory data sets using grid cells ordering.
Inf. Sci., 2018

Numerical Coordinate Regression with Convolutional Neural Networks.
CoRR, 2018

2017
Finding lowest-cost paths in settings with safe and preferred zones.
VLDB J., 2017

Pulmonary nodule classification with deep residual networks.
Int. J. Comput. Assist. Radiol. Surg., 2017

Continuous Video to Simple Signals for Swimming Stroke Detection with Convolutional Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Extraction and Classification of Diving Clips from Continuous Video Footage.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Workload-Based Ordering of Multi-Dimensional Data.
IEEE Trans. Knowl. Data Eng., 2016

Answering skyline queries on probabilistic data using the dominance of probabilistic skyline tuples.
Inf. Sci., 2016

PaMeCo join: A parallel main memory compact hash join.
Inf. Syst., 2016

2015
Trajic: An Effective Compression System for Trajectory Data.
IEEE Trans. Knowl. Data Eng., 2015

Analysis and evaluation of the top-k most influential location selection query.
Knowl. Inf. Syst., 2015

Exploiting velocity distribution skew to speed up moving object indexing.
Inf. Syst., 2015

The safest path via safe zones.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Skyline Trips of Multiple POIs Categories.
Proceedings of the Database Systems for Advanced Applications, 2015

2014
Real-time continuous intersection joins over large sets of moving objects using graphic processing units.
VLDB J., 2014

Evaluation of Range Queries With Predicates on Moving Objects.
IEEE Trans. Knowl. Data Eng., 2014

2013
Top-k best probability queries and semantics ranking properties on probabilistic databases.
Data Knowl. Eng., 2013

S<sup><i>e</i></sup>TPR*-tree: Efficient Buffering for Spatiotemporal Indexes Via Shared Execution.
Comput. J., 2013

The effectiveness of adaptive difficulty adjustments on students' motivation and learning in an educational computer game.
Comput. Educ., 2013

2012
Boosting Moving Object Indexing through Velocity Partitioning.
Proc. VLDB Endow., 2012

A hybrid filesystem for hard disk drives in tandem with flash memory.
Computing, 2012

MCJoin: a memory-constrained join for column-store main-memory databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011
Efficient Updates for OLAP Range Queries on Flash Memory.
Comput. J., 2011

External Sorting on Flash Memory Via Natural Page Run Generation.
Comput. J., 2011

Top-k most influential locations selection.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Multi-buffer manager: Energy-efficient buffer manager for databases on flash memory.
ACM Trans. Embed. Comput. Syst., 2010

Vertical partitioning for flash and HDD database systems.
J. Syst. Softw., 2010

Effective pruning for XML structural match queries.
Data Knowl. Eng., 2010

Finding One-Of Probably Nearest Neighbors with Minimum Location Updates.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

2009
Fine-grained updates in database management systems for flash memory.
Inf. Sci., 2009

2008
Mining partial periodic correlations in time series.
Knowl. Inf. Syst., 2008

Proactive and reactive multi-dimensional histogram maintenance for selectivity estimation.
J. Syst. Softw., 2008

Aggregation in sensor networks with a user-provided quality of service goal.
Inf. Sci., 2008

2007
Path and cache conscious prefetching (PCCP).
VLDB J., 2007

Opportunistic prioritised clustering framework for improving OODBMS performance.
J. Syst. Softw., 2007

Cost modeling of spatial operators using non-parametric regression.
Inf. Sci., 2007

Compressed histograms with arbitrary bucket layouts for selectivity estimation.
Inf. Sci., 2007

2006
On using cache conscious clustering for improving OODBMS performance.
Inf. Softw. Technol., 2006

2005
Self-tuning cost modeling of user-defined functions in an object-relational DBMS.
ACM Trans. Database Syst., 2005

Evaluating the Dynamic Behavior of Database Applications.
J. Database Manag., 2005

2004
Une plate-forme dynamique pour l'évaluation des performances des bases de données à objets.
Ingénierie des Systèmes d Inf., 2004

Self-tuning UDF Cost Modeling Using the Memory-Limited Quadtree.
Proceedings of the Advances in Database Technology, 2004

2003
DOEF: A Dynamic Object Evaluation Framework.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

2001
Cache Conscious Clustering C3.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

2000
Platypus: Design and Implementation of a Flexible High Performance Object Store.
Proceedings of the Persistent Object Systems, 9th International Workshop, 2000

Opportunistic Prioritised Clustering Framework (OPCF).
Proceedings of the Objects and Databases, 2000


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