Junhua Gu

Orcid: 0009-0002-9311-3794

According to our database1, Junhua Gu authored at least 50 papers between 2002 and 2024.

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Bibliography

2024
Automatic data augmentation for medical image segmentation using Adaptive Sequence-length based Deep Reinforcement Learning.
Comput. Biol. Medicine, February, 2024

PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional Networks With Parallel Hybrid Activated Convolution and Input Attention.
IEEE Trans. Netw. Sci. Eng., 2024

Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation.
IEEE Trans. Netw. Sci. Eng., 2024

MDCGA-Net: Multiscale Direction Context-Aware Network With Global Attention for Building Extraction From Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

F3: A Compiler for Feature Engineering.
Proceedings of the 2nd ACM SIGPLAN International Workshop on Functional Software Architecture, 2024

2023
Disturbances rejection for fuzzy systems with time-varying delay and states constraints by applying observer-based invariant set switching.
Inf. Sci., December, 2023

Anomaly Detection in Social-Aware IoT Networks.
IEEE Trans. Netw. Serv. Manag., September, 2023

Dynamic Correlation Adjacency-Matrix-Based Graph Neural Networks for Traffic Flow Prediction.
Sensors, March, 2023

Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization.
Comput. Optim. Appl., March, 2023

Optimization Search Strategy for Task Offloading From Collaborative Edge Computing.
IEEE Trans. Serv. Comput., 2023

Correlation Anomaly Detection With Multiple Primary Attributes in Collaborative Device-Edge-Cloud Network.
IEEE Internet Things J., 2023

Blockchain search engine: Its current research status and future prospect in Internet of Things network.
Future Gener. Comput. Syst., 2023

Period Extraction for Traffic Flow Prediction.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

A Hybrid Active and Passive Cache Method Based on Deep Learning in Edge Computing.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

Distributed Task Offloading Method Based on Federated Reinforcement Learning in Vehicular Networks with Incomplete Information.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

2022
Probabilistic Graph Convolutional Network via Topology-Constrained Latent Space Model.
IEEE Trans. Cybern., 2022

Stability and Stabilization for Fuzzy Systems With Time Delay by Applying Polynomial Membership Function and Iteration Algorithm.
IEEE Trans. Cybern., 2022

Self-Supervised Graph Representation Learning via Information Bottleneck.
Symmetry, 2022

Energy-Efficient Sensory Data Collection Based on Spatiotemporal Correlation in IoT Networks.
Int. J. Crowd Sci., 2022

Graph Neural Networks Beyond Compromise Between Attribute and Topology.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

A Control Scheme for Teleoperation Robot Arms Based on Markov Jump Systems with Time-delay.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2022

Difference Residual Graph Neural Networks.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Stability Analysis for Interval Type-2 Fuzzy Systems by Applying Homogenous Polynomially Membership Functions Dependent Matrices and Switching Technique.
IEEE Trans. Fuzzy Syst., 2021

Graph-CAT: Graph Co-Attention Networks via local and global attribute augmentations.
Future Gener. Comput. Syst., 2021

A systematic evaluation of methods for cell phenotype classification using single-cell RNA sequencing data.
CoRR, 2021

Heterogeneous Graph Information Bottleneck.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Why Do Attributes Propagate in Graph Convolutional Neural Networks?
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Pulmonary nodule image super-resolution using multi-scale deep residual channel attention network with joint optimization.
J. Supercomput., 2020

Indoor scene understanding via RGB-D image segmentation employing depth-based CNN and CRFs.
Multim. Tools Appl., 2020

Supervised deep semantics-preserving hashing for real-time pulmonary nodule image retrieval.
J. Real Time Image Process., 2020

PPAI: a web server for predicting protein-aptamer interactions.
BMC Bioinform., 2020

Semi-Supervised Community Detection via Constraint Matrix Construction and Active Node Selection.
IEEE Access, 2020

Pulmonary Nodules Detection Based on Deformable Convolution.
IEEE Access, 2020

Graph Attention Topic Modeling Network.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

JANE: Jointly Adversarial Network Embedding.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Toward Unsupervised Graph Neural Network: Interactive Clustering and Embedding via Optimal Transport.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019
Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method.
CoRR, 2019

Pulmonary Nodules Image Retrieval via Supervised Deep Hashing.
Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

Masked Graph Convolutional Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2016
A Rehabilitation Planning Based on Kinect Somatosensory Recognition and Cloud Computing.
Trans. Edutainment, 2016

8.5 A 60%-efficiency 20nW-500µW tri-output fully integrated power management unit with environmental adaptation and load-proportional biasing for IoT systems.
Proceedings of the 2016 IEEE International Solid-State Circuits Conference, 2016

2015
Wide input range 1.7μW 1.2kS/s resistive sensor interface circuit with 1 cycle/sample logarithmic sub-ranging.
Proceedings of the Symposium on VLSI Circuits, 2015

2013
An improved harmony search algorithm for continuous optimization problems.
Proceedings of the Ninth International Conference on Natural Computation, 2013

Application of FDTD and Harmony Search Algorithm for Inverse Scattering Problem.
Proceedings of The Eighth International Conference on Bio-Inspired Computing: Theories and Applications, 2013

2008
Application of Ant Colony Optimization Algorithm to Multi-Join Query Optimization.
Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008

Research on Counting Method of Bus Passenger Flow Based on Kinematics of Human Body.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2005
Application of Data Mining in Fault Diagnosis Based on Ontology.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

2002
A heuristic ant algorithm for solving QoS multicast routing problem.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002


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