Heng Xiao

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 28

Top Topics

Differential Equations

Firefly Algorithm

Function Optimization

Top Venues

J. Comput. Phys.

Int. J. Swarm Intell. Res.

Publications

Farhan Ullah, Gautam Srivastava, Heng Xiao, Shamsher Ullah, Jerry Chun-Wei Lin, Yue Zhao
A Scalable Federated Learning Approach for Collaborative Smart Healthcare Systems With Intermittent Clients Using Medical Imaging. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Heng Xiao, Zhenjie Mu, Wen Zhou, Hui Zhang
An Improved Plant Growth Algorithm for UAV Three-Dimensional Path Planning. IEEE Access 12 (2024)
Jiequn Han, Xu-Hui Zhou, Heng Xiao
An equivariant neural operator for developing nonlocal tensorial constitutive models. J. Comput. Phys. 488 (2023)
Heng Xiao, Nanjian Qi, Yajiang Yin, Shijie Yu, Xiangzheng Sun, Guozhe Xuan, Jie Liu, Shanpeng Xiao, Yuan Li, Yizheng Li
Investigation of Self-Powered IoT Sensor Nodes for Harvesting Hybrid Indoor Ambient Light and Heat Energy. Sensors 23 (8) (2023)
Xin-Lei Zhang, Heng Xiao, Xiaodong Luo, Guowei He
Combining direct and indirect sparse data for learning generalizable turbulence models. J. Comput. Phys. 489 (2023)
Bo Ai, Heng Xiao, Hanwen Xu, Feng Yuan, Mengyun Ling
Coastal Aquaculture Area Extraction Based on Self-Attention Mechanism and Auxiliary Loss. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xin Wang, Jingke Yan, Jing-Ye Cai, Jian-Hua Deng, Qin Qin, Qin Wang, Heng Xiao, Yao Cheng, Peng-Fei Ye
Superresolution Reconstruction of Single Image for Latent features. CoRR (2022)
Xiaoming Wang, Heng Xiao, Shengliang Lu
Explicitly Modeling Stress Softening and Thermal Recovery for Rubber-like Materials. Symmetry 14 (12) (2022)
Heng Xiao, Toshiharu Hatanaka
Model Selecting PSO-FA Hybrid for Complex Function Optimization. Int. J. Swarm Intell. Res. 12 (3) (2021)
Muhammad I. Zafar, Jiequn Han, Xu-Hui Zhou, Heng Xiao
Frame invariance and scalability of neural operators for partial differential equations. CoRR (2021)
Heng Xiao, Gen Yokoya, Toshiharu Hatanaka
Multifactorial Particle Swarm Optimization Enhanced by Hybridization With Firefly Algorithm. Int. J. Swarm Intell. Res. 12 (3) (2021)
Xu-Hui Zhou, Jiequn Han, Heng Xiao
Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids. CoRR (2021)
Jin-Long Wu, Karthik Kashinath, Adrian Albert, Dragos Chirila, Prabhat, Heng Xiao
Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems. J. Comput. Phys. 406 (2020)
Cao-Fang Long, Heng Xiao
Online Monitoring Method of Big Data Load Anomaly Based on Deep Learning. ADHIP (2) (2020)
Heng Xiao, Cao-Fang Long
Hyperspectral Recognition and Early Warning of Rice Diseases and Insect Pests Based on Convolution Neural Network. ADHIP (1) (2020)
Xinlei Zhang, Carlos Michelén-Ströfer, Heng Xiao
Regularized ensemble Kalman methods for inverse problems. J. Comput. Phys. 416 (2020)
Gen Yokoya, Heng Xiao, Toshiharu Hatanaka
Multifactorial optimization using Artificial Bee Colony and its application to Car Structure Design Optimization. CEC (2019)
Heng Xiao, Gen Yokoya, Toshiharu Hatanaka
Multifactorial PSO-FA Hybrid Algorithm for Multiple Car Design Benchmark. SMC (2019)
Heng Xiao, Xianchun Zhou, Yue Tian
Research on Wireless Spectrum Sensing Technology Based on Machine Learning. SpaCCS (2018)
Jian-Xun Wang, Junji Huang, Lian Duan, Heng Xiao
Prediction of Reynolds Stresses in High-Mach-Number Turbulent Boundary Layers using Physics-Informed Machine Learning. CoRR (2018)
Heng Xiao, Toshiharu Hatanaka
Hybrid swarm of particle swarm with firefly for complex function optimization. GECCO (Companion) (2018)
Satoru Iwasaki, Heng Xiao, Toshiharu Hatanaka, Takeshi Uchitane
A General Swarm Intelligence Model for Continuous Function Optimization. SEAL (2017)
Heng Xiao, Toshiharu Hatanaka
Hybrid swarm model with changing characteristics of particle swarm and firefly. IFSA-SCIS (2017)
Heng Xiao, Xianchun Zhou
Multi-match Segments Similarity Join Algorithm Based on MapReduce. SpaCCS Workshops (2017)
Heng Xiao, Toshiharu Hatanaka
Heterogenous swarm with first and second order dynamics for function optimization. CEC (2016)
Rui Sun, Heng Xiao
Sediment micromechanics in sheet flows induced by asymmetric waves: A CFD-DEM study. Comput. Geosci. 96 (2016)
Heng Xiao, J.-L. Wu, Jian-Xun Wang, Rui Sun, C. J. Roy
Quantifying and reducing model-form uncertainties in Reynolds-averaged Navier-Stokes simulations: A data-driven, physics-informed Bayesian approach. J. Comput. Phys. 324 (2016)
Rui Sun, Heng Xiao
SediFoam: A general-purpose, open-source CFD-DEM solver for particle-laden flow with emphasis on sediment transport. Comput. Geosci. 89 (2016)
Heng Xiao, Patrick Jenny
A consistent dual-mesh framework for hybrid LES/RANS modeling. J. Comput. Phys. 231 (4) (2012)
Chunming Liu, Heng Xiao, Qiang Wu, Fu Li
Linear RF power amplifier design for wireless signals: a spectrum analysis approach. ICASSP (4) (2003)
Chunming Liu, Heng Xiao, Qiang Wu, Fu Li
Spectrum design of RF power amplifier for wireless communication systems. IEEE Trans. Consumer Electron. 48 (1) (2002)
Chunming Liu, Heng Xiao, Qiang Wu, Fu Li
Linear RF power amplifier design for MIRS M-16-QAM signals: A spectrum analysis approach. ICASSP (2002)
Chunming Liu, Heng Xiao, Qiang Wu, Fu Li
Linear RF power amplifier design for TDMA signals: a spectrum analysis approach. ICASSP (2001)
Pan-Tai Liu, Hui Fang, Fu Li, Heng Xiao
State decoupling in estimation theory. ICASSP (1995)
Fu Li, Heng Xiao, Jin Yang
On channel estimation for RAKE receiver in a mobile multipath fading channel. ICASSP (4) (1994)