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An effective one-iteration learning algorithm based on Gaussian mixture expansion for densities Journal article
Lu, Weiguo, Wu, Xuan, Ding, Deng, Yuan, Gangnan, Zhuang, Jirong. An effective one-iteration learning algorithm based on Gaussian mixture expansion for densities[J]. Communications in Nonlinear Science and Numerical Simulation, 2025, 142, 108494.
Authors:  Lu, Weiguo;  Wu, Xuan;  Ding, Deng;  Yuan, Gangnan;  Zhuang, Jirong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.4/3.3 | Submit date：2025/01/22
Gaussian Mixture Model  Density Approximation  Neural Network  Expectation Maximization  Inverse Problem  Embedding  
Diffusion model conditioning on Gaussian mixture model and negative Gaussian mixture gradient Journal article
Lu, Weiguo, Wu, Xuan, Ding, Deng, Duan, Jinqiao, Zhuang, Jirong, Yuan, Gangnan. Diffusion model conditioning on Gaussian mixture model and negative Gaussian mixture gradient[J]. Neurocomputing, 2025, 614, 128764.
Authors:  Lu, Weiguo;  Wu, Xuan;  Ding, Deng;  Duan, Jinqiao;  Zhuang, Jirong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.5 | Submit date：2025/01/22
Diffusion Model  Gaussian Mixture Model  Latent Variable  Neural Network  Wasserstein Distance  
Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function Journal article
Mei, Ling Feng, Yan, Wang Ji, Yuen, Ka Veng, Beer, Michael. Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function[J]. Mechanical Systems and Signal Processing, 2025, 222, 111767.
Authors:  Mei, Ling Feng;  Yan, Wang Ji;  Yuen, Ka Veng;  Beer, Michael
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.9/8.0 | Submit date：2024/08/30
Damage Detection  Bayesian Nonparametric Model  Truncation-free Full Dirichlet Process Gaussian Mixture Model  Streaming Variational Inference  
High-temporal-resolution ERT characterization for vegetation effects on soil hydrological response under wet-dry cycles Journal article
Yan, Wei, Xu, Weiming, Huang, Taosheng, Shen, Ping, Zhou, Wan Huan. High-temporal-resolution ERT characterization for vegetation effects on soil hydrological response under wet-dry cycles[J]. Biogeotechnics, 2024, 100155.
Authors:  Yan, Wei;  Xu, Weiming;  Huang, Taosheng;  Shen, Ping;  Zhou, Wan Huan
Favorite | TC[Scopus]:0 | Submit date：2025/01/13
Vegetation  High Temporal Resolution, Electrical Resistivity Tomography  Soil Hydrological Response  Gaussian Mixture Model  
Experiment and simulation of the interface characteristics during the two-phase invasion between silicone oil and water Journal article
Zheng, Xu, Zhang, Ji, Yu, Shilong, Mei, Ning. Experiment and simulation of the interface characteristics during the two-phase invasion between silicone oil and water[J]. COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS, 2024, 692, 133979.
Authors:  Zheng, Xu;  Zhang, Ji;  Yu, Shilong;  Mei, Ning
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.9/4.7 | Submit date：2024/05/16
Associated Matter  Interface Characteristics  Molecular Dynamics Simulation  Silicon Oil-water Mixture  
MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism Journal article
Zhang, Zheng, Xia, Yaqi, Wang, Hulin, Yang, Donglin, Hu, Chuang, Zhou, Xiaobo, Cheng, Dazhao. MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(6), 843-856.
Authors:  Zhang, Zheng;  Xia, Yaqi;  Wang, Hulin;  Yang, Donglin;  Hu, Chuang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:4  IF:5.6/4.5 | Submit date：2024/05/16
Distributed Training  Memory Redundancy  Mixture Of Experts  Performance Model  Pipeline Parallelism  
Identifying patterns of multidimensional self-compassion in Chinese young adults: implications for longitudinal mental health outcomes during the pandemic Journal article
Ren, Yizhen, Huang, Liuyue, Zhang, Ying, Zeng, Di, Chi, Xinli. Identifying patterns of multidimensional self-compassion in Chinese young adults: implications for longitudinal mental health outcomes during the pandemic[J]. Journal of Mental Health, 2024.
Authors:  Ren, Yizhen;  Huang, Liuyue;  Zhang, Ying;  Zeng, Di;  Chi, Xinli
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.9/3.7 | Submit date：2024/07/04
Latent Profile Analysis  Mental Health  Multidimensional Self-compassion  Regression Mixture Analysis  
MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism Conference paper
Zhang, Zheng, Yang, Donglin, Xia, Yaqi, Ding, Liang, Tao, Dacheng, Zhou, Xiaobo, Cheng, Dazhao. MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism[C], USA:Institute of Electrical and Electronics Engineers Inc., 2023, 167-177.
Authors:  Zhang, Zheng;  Yang, Donglin;  Xia, Yaqi;  Ding, Liang;  Tao, Dacheng; et al.
Favorite | TC[WOS]:2 TC[Scopus]:6 | Submit date：2023/08/08
Mixture Of Experts  Pipeline Parallelism  Distributed Training  Memory Efficiency  
Globally Optimal Robust Radar Calibration in Intelligent Transportation Systems Journal article
Xinyi Li, Yinlong Liu, Venkatnarayanan Lakshminarasimhan, Hu Cao, Feihu Zhang, Alois Knoll. Globally Optimal Robust Radar Calibration in Intelligent Transportation Systems[J]. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(6), 6082-6095.
Authors:  Xinyi Li;  Yinlong Liu;  Venkatnarayanan Lakshminarasimhan;  Hu Cao;  Feihu Zhang; et al.
Favorite | TC[WOS]:4 TC[Scopus]:7  IF:7.9/8.3 | Submit date：2023/07/27
Branch And Bound  Gaussian Mixture Model  Globally Optimal  Intelligent Transportation System  Targetless Calibration  Traffic Radar  
A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization Journal article
Zhou, Erhao, Vong, Chi Man, Nojima, Yusuke, Wang, Shitong. A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 31(7), 2305 - 2319.
Authors:  Zhou, Erhao;  Vong, Chi Man;  Nojima, Yusuke;  Wang, Shitong
Favorite | TC[WOS]:11 TC[Scopus]:16  IF:10.7/9.7 | Submit date：2023/01/30
Entropic And Rule-stability-based Regularizer  First-order Takagi-sugeno-kang (Tsk) Fuzzy System  Fuzzy Rules  Gaussian Mixture Model (Gmm)  Generalization Performance  Interpretability