Wentao Fan - RankMe

181 papers A* 9A 4B 6C 10Misc 4Journal 96Unranked 52

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive deep clustering via disentangled hyperspherical VAEs with contrastive geometry optimization. Neurocomputing Zhiwen Luo, Wentao Fan, Manar Amayri, Nizar Bouguila
2026	J	`jnl`	Bayesian Hyperspherical Graph Mixture-of-Experts Deciphers Cell-Cell Interaction in Spatial Transcriptomics. IEEE Trans. Comput. Biol. Bioinform. Wenchuan Zhang, Yujian Lee, Ricky Yuen-Tan Hou, Weifeng Su, Hong Yan, Wentao Fan
2026	J	`jnl`	Clustering-based brain functional segmentation via deep collapsed nonparametric von Mises-Fisher mixture models. Expert Syst. Appl. Wentao Fan, Wenchuan Zhang, Xiao Dong, Nizar Bouguila
2026	A*	`conf`	DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing. AAAI Zhongqing Yu, Xin Liu, Yiu-ming Cheung, Zhikai Hu, Wentao Fan, Pan Zhou
2026	J	`jnl`	Dual generative adversarial graph networks: Unsupervised and semi-supervised learning with spherical graph embeddings. Neural Networks Wenchuan Zhang, Wentao Fan, Yewang Chen
2026	J	`jnl`	EdgeManager: Online Adaptive Resource Management for Hierarchical DNN Inference in Collaborative Edge Environments. IEEE Trans. Mob. Comput. Fengyi Huang, Wenhua Wang, Qin Liu, Wentao Fan, Weifeng Su, Weijia Jia, Tian Wang, Jiannong Cao
2026	A*	`conf`	Enhancing Rotation-Invariant 3D Learning with Global Pose Awareness and Attention Mechanisms. AAAI Jiaxun Guo, Manar Amayri, Nizar Bouguila, Xin Liu, Wentao Fan
2026	J	`jnl`	Flexible priors for cross-collection topic modeling: an approach with generalized Dirichlet and Beta-Liouville distributions. Int. J. Data Sci. Anal. Zhiwen Luo, Wentao Fan, Manar Amayri, Nizar Bouguila
2026	J	`jnl`	HKANLP: Link Prediction With Hyperspherical Embeddings and Kolmogorov-Arnold Networks. IEEE Trans. Neural Networks Learn. Syst. Wenchuan Zhang, Wentao Fan, Weifeng Su, Nizar Bouguila
2026	J	`jnl`	How Do Optical Flow and Textual Prompts Collaborate to Assist in Audio-Visual Semantic Segmentation? CoRR Peng Gao, Yujian Lee, Yongqi Xu, Wentao Fan
2026	J	`jnl`	Logical Correction Enabled Collaborative Person Detection Inference in Edge Networks. IEEE Trans. Mob. Comput. Haodong Zou, Jianxiong Guo, Yupeng Li, Wentao Fan, Weifeng Su, Changfu Xu, Yuzhu Liang, Tian Wang, Jiannong Cao
2026	A*	`conf`	Multimodal Topic Discovery in Web Media via von Mises-Fisher Mixture Neural Topic Models. WWW Dayu Guo, Zhiwen Luo, Nizar Bouguila, Wentao Fan
2026	J	`jnl`	Neural topic modeling on hyperspheres: Spherical representation learning with von Mises-Fisher mixtures. Neural Networks Dayu Guo, Zhiwen Luo, Nizar Bouguila, Wentao Fan
2026	J	`jnl`	Online Adaptive Resource Management With Stability Guarantees in Collaborative Edge Environments. Softw. Pract. Exp. Fengyi Huang, Wenhua Wang, Wentao Fan, Zhiyong Yu, Xizhao Luo, Shigen Shen, Jun Zhang, Tian Wang
2025	J	`jnl`	4D Gaussian Splatting for high-fidelity dynamic reconstruction of single-view scenes. Neurocomputing Xiaodong Yang, Weixing Xie, Sen Peng, Yihang Fu, Wentao Fan, Baorong Yang, Xiao Dong
2025	—	`conf`	ADA: An Adaptive Augmentation Framework for Single-Source Domain Generalization in Medical Image Segmentation. MICCAI (10) Runlin Huang, Hongmin Cai, Weipeng Zhuo, Shangyan Cai, Haowei Lin, Wentao Fan, Weifeng Su
2025	J	`jnl`	Adaptive video supervoxel segmentation via energy-guided bottom-up clustering. Signal Image Video Process. Xiao Dong, Zhijie Zhong, Wentao Fan, Zhonggui Chen, Xiaohu Guo, Baorong Yang
2025	—	`conf`	BiovMNVTM: A Geometry-Aware Neural Topic Model for Biomedical Text Analysis via von Mises-Fisher Mixtures. BIBM Dayu Guo, Zhiwen Luo, Nizar Bouguila, Wentao Fan
2025	A	`conf`	Boosting Audio-Visual Segmentation via Triple-Modalities Alignment. ICME Yujian Lee, Peng Gao, Zailong Chen, Wentao Fan, Guquan Jing, Yiyang Hu
2025	J	`jnl`	DRMQ: Dynamic Resource Management for Enhanced QoS in Collaborative Edge-Edge Industrial Environments. IEEE Trans. Serv. Comput. Fengyi Huang, Wenhua Wang, Qin Liu, Wentao Fan, Jianxiong Guo, Weijia Jia, Jiannong Cao, Tian Wang
2025	J	`jnl`	Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings. Neural Networks Jiaxun Guo, Wentao Fan, Manar Amayri, Nizar Bouguila
2025	J	`jnl`	Disentangled representation learning for multi-view clustering via von Mises-Fisher hyperspherical embedding. Neural Networks Zhixiang Li, Zhiwen Luo, Nizar Bouguila, Weifeng Su, Wentao Fan
2025	—	`conf`	Dynamic Deep Clustering of High-Dimensional Directional Data via Hyperspherical Embeddings with Bayesian Nonparametric Mixtures. KDD (1) Zhiwen Luo, Wentao Fan, Manar Amayri, Nizar Bouguila
2025	B	`conf`	EdgeNet: A Distributed Network Architecture for Real-Time Person Re-Identification with Dynamic Load Balancing. IWQoS Shangrui Wu, Yupeng Li, Jianxiong Guo, Wentao Fan, Wenhua Wang, Tian Wang
2025	J	`jnl`	Enhancing Collaborative Inference on Heterogeneous Edge Devices via Adaptive Ensemble Knowledge Distillation. IEEE J. Sel. Areas Commun. Shangrui Wu, Yupeng Li, Wenhua Wang, Jianxiong Guo, Wentao Fan, Qin Liu, Weijia Jia, Shui Yu, Jiannong Cao, Tian Wang
2025	J	`jnl`	Enhancing Rotation-Invariant 3D Learning with Global Pose Awareness and Attention Mechanisms. CoRR Jiaxun Guo, Manar Amayri, Nizar Bouguila, Xin Liu, Wentao Fan
2025	—	`conf`	Improving Fairness in Skin Cancer Diagnosis Via Feature Pattern Separating and Diverse Objective Optimization. BIBM Chen Chen, Weipeng Zhuo, Zhewei Su, Wentao Fan, Hongmin Cai, Weifeng Su
2025	J	`jnl`	Neuro-dynamic programming-based event-triggered fault tolerant control for nonlinear systems with multiple faults. Neural Networks Haowei Lin, Weifeng Su, Runlin Huang, Bo Zhao, Jing Zhao, Wentao Fan
2025	—	`conf`	PathoPrompt: Cross-Granular Semantic Alignment for Medical Pathology Vision-Language Models. MICCAI (7) Runlin Huang, Haohui Liang, Hongmin Cai, Weipeng Zhuo, Wentao Fan, Weifeng Su
2025	J	`jnl`	Price-aware resource management for multi-modal DNN inference in collaborative heterogeneous edge environments. J. Parallel Distributed Comput. Fengyi Huang, Wenhua Wang, Jianxiong Guo, Wentao Fan, Yang Xu, Tian Wang, Jiannong Cao
2025	A	`conf`	Robust Generalized Zero-Shot Learning via Dual-Stream Variational Autoencoders and Out-of-Distribution Detection. ICME Xue Han, Zhixiang Li, Wenchuan Zhang, Hanyuan Huang, Wentao Fan
2025	Misc	`conf`	Spiking Generative Models Based on Variational Autoencoder and Adversarial Training. ICASSP Wenchuan Zhang, Jie Zhang, Ricky Yuen-Tan Hou, Weifeng Su, Wentao Fan
2025	J	`jnl`	Unsupervised image categorization based on deep generative models with disentangled representations and von Mises-Fisher distributions. Int. J. Mach. Learn. Cybern. Wentao Fan, Kunxiong Xu
2025	J	`jnl`	WaveletFT: Discrete wavelet transform for parameter-efficient fine-tuning. Neurocomputing Can Hu, Jie Yang, Shien Song, Wentao Fan, Tao Xie
2024	J	`jnl`	A scaled dirichlet-based predictive model for occupancy estimation in smart buildings. Appl. Intell. Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila
2024	J	`jnl`	Accelerating AIGC Services with Latent Action Diffusion Scheduling in Edge Networks. CoRR Changfu Xu, Jianxiong Guo, Wanyu Lin, Haodong Zou, Wentao Fan, Tian Wang, Xiaowen Chu, Jiannong Cao
2024	J	`jnl`	Deep generative clustering methods based on disentangled representations and augmented data. Int. J. Mach. Learn. Cybern. Kunxiong Xu, Wentao Fan, Xin Liu
2024	—	`conf`	Generative AI in Education: Developing Personalized Learning Experiences with Hyperspherical Variational Self-Attention Autoencoder. ICAIE Xue Han, Zhixiang Li, Wenchuan Zhang, Wentao Fan
2024	J	`jnl`	Grouped Spherical Data Modeling Through Hierarchical Nonparametric Bayesian Models and Its Application to fMRI Data Analysis. IEEE Trans. Neural Networks Learn. Syst. Wentao Fan, Lin Yang, Nizar Bouguila
2024	—	`conf`	Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation. BIBM Xinze Li, Runlin Huang, Zhenghao Wu, Bohan Yang, Wentao Fan, Chengzhang Zhu, Weifeng Su
2024	J	`jnl`	Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation. CoRR Xinze Li, Runlin Huang, Zhenghao Wu, Bohan Yang, Wentao Fan, Chengzhang Zhu, Weifeng Su
2024	Misc	`conf`	Mpox-PyramidTransferNet: A Hierarchical Transfer Learning Framework for Monkeypox and Dermatological Disease Classification. ICMLC Juanxi Tian, Kaixin Zhu, Wentao Fan
2024	—	`conf`	ORL-EPM: A Profit-Aware and Load-Driven Heterogeneous Resource Management Scheme with Collaborative Edge Computing. ICA3PP (3) Fengyi Huang, Yutao Zhang, Wenhua Wang, Jianxiong Guo, Yang Xu, Wentao Fan, Tian Wang
2024	J	`jnl`	Parallel inference for cross-collection latent generalized Dirichlet allocation model and applications. Expert Syst. Appl. Zhiwen Luo, Manar Amayri, Wentao Fan, Koffi Eddy Ihou, Nizar Bouguila
2024	J	`jnl`	Probabilistic rotation modeling based on directional mixture density networks. Inf. Sci. Lidan Zeng, Wentao Fan, Nizar Bouguila
2024	J	`jnl`	Spiking generative networks empowered by multiple dynamic experts for lifelong learning. Expert Syst. Appl. Jie Zhang, Wentao Fan, Xin Liu
2023	—	`conf`	A Contrastive Method for Continual Generalized Zero-Shot Learning. IEA/AIE (1) Chen Liang, Wentao Fan, Xin Liu, Shu-Juan Peng
2023	—	`conf`	A Selective Supervised Latent Beta-Liouville Allocation for Document Classification. IEA/AIE (1) Zhiwen Luo, Manar Amayri, Wentao Fan, Nizar Bouguila
2023	—	`conf`	An ANN-Guided Approach to Task-Free Continual Learning with Spiking Neural Networks. PRCV (8) Jie Zhang, Wentao Fan, Xin Liu
2023	J	`jnl`	Bayesian Matrix Factorization for Semibounded Data. IEEE Trans. Neural Networks Learn. Syst. Oumayma Dalhoumi, Nizar Bouguila, Manar Amayri, Wentao Fan
2023	J	`jnl`	Continuous image anomaly detection based on contrastive lifelong learning. Appl. Intell. Wentao Fan, Weimin Shangguan, Nizar Bouguila
2023	J	`jnl`	Cross-collection latent Beta-Liouville allocation model training with privacy protection and applications. Appl. Intell. Zhiwen Luo, Manar Amayri, Wentao Fan, Nizar Bouguila
2023	J	`jnl`	Deep Clustering Analysis via Dual Variational Autoencoder With Spherical Latent Embeddings. IEEE Trans. Neural Networks Learn. Syst. Lin Yang, Wentao Fan, Nizar Bouguila
2023	J	`jnl`	Fast algorithm for parallel solving inversion of large scale small matrices based on GPU. J. Supercomput. Xuebin Jin, Yewang Chen, Wentao Fan, Yong Zhang, Jixiang Du
2023	J	`jnl`	Liouville-Based Predictive Models for Occupancy Estimation Using Small Training Data. IEEE Internet Things J. Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila
2023	J	`jnl`	Occupancy estimation in smart buildings using predictive modeling in imbalanced domains. J. Ambient Intell. Humaniz. Comput. Jiaxun Guo, Manar Amayri, Fatma Najar, Wentao Fan, Nizar Bouguila
2023	—	`conf`	Spiking Generative Networks in Lifelong Learning Environment. IEA/AIE (1) Jie Zhang, Wentao Fan, Xin Liu
2023	J	`jnl`	Transformer-based contrastive learning framework for image anomaly detection. Int. J. Mach. Learn. Cybern. Wentao Fan, Weimin Shangguan, Yewang Chen
2023	J	`jnl`	Uncertainty quantification in molecular property prediction through spherical mixture density networks. Eng. Appl. Artif. Intell. Wentao Fan, Lidan Zeng, Tian Wang
2023	—	`conf`	Unsupervised Disentanglement Learning via Dirichlet Variational Autoencoder. IEA/AIE (1) Kunxiong Xu, Wentao Fan, Xin Liu
2023	J	`jnl`	Unsupervised meta-learning via spherical latent representations and dual VAE-GAN. Appl. Intell. Wentao Fan, Hanyuan Huang, Chen Liang, Xin Liu, Shu-Juan Peng
2022	C	`conf`	A Generalized Inverted Dirichlet Predictive Model for Activity Recognition Using Small Training Data. IEA/AIE Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila
2022	—	`conf`	Beta-Liouville and Inverted Beta-Liouville Based Predictive Models for Occupancy Detection using Small Training Data. SSCI Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila
2022	J	`jnl`	Clustering Analysis via Deep Generative Models With Mixture Models. IEEE Trans. Neural Networks Learn. Syst. Lin Yang, Wentao Fan, Nizar Bouguila
2022	J	`jnl`	Contrastive semantic disentanglement in latent space for generalized zero-shot learning. Knowl. Based Syst. Wentao Fan, Chen Liang, Tian Wang
2022	J	`jnl`	Expectation propagation learning of finite multivariate Beta mixture models and applications. Neural Comput. Appl. Narges Manouchehri, Nizar Bouguila, Wentao Fan
2022	J	`jnl`	Hierarchical Dirichlet and Pitman-Yor process mixtures of shifted-scaled Dirichlet distributions for proportional data modeling. Comput. Intell. Ali Baghdadi, Narges Manouchehri, Zachary Patterson, Wentao Fan, Nizar Bouguila
2022	—	`conf`	Mixture Density Hyperspherical Generative Adversarial Networks. ICIAI Qinyang Li, Wentao Fan
2022	J	`jnl`	Robust unsupervised image categorization based on variational autoencoder with disentangled latent representations. Knowl. Based Syst. Lin Yang, Wentao Fan, Nizar Bouguila
2022	—	`conf`	Semi-Supervised Anomaly Detection Based on Deep Generative Models with Transformer. ICIAI Weimin Shangguan, Wentao Fan, Ziyi Chen
2022	J	`jnl`	Single-target visual tracking using color compression and spatially weighted generalized Gaussian mixture models. Pattern Anal. Appl. Bingwei Ge, Nizar Bouguila, Wentao Fan
2022	—	`conf`	Stochastic Expectation Propagation Learning for Unsupervised Feature Selection. ICCCI (CCIS Volume) Wentao Fan, Manar Amayri, Nizar Bouguila
2022	—	`conf`	Transformer-based Encoder-Decoder Model for Surface Defect Detection. ICIAI Xiaofeng Lu, Wentao Fan
2022	J	`jnl`	Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models With Watson Distributions. IEEE Trans. Pattern Anal. Mach. Intell. Wentao Fan, Lin Yang, Nizar Bouguila
2022	J	`jnl`	Unsupervised modeling and feature selection of sequential spherical data through nonparametric hidden Markov models. Int. J. Mach. Learn. Cybern. Wentao Fan, Wenjuan Hou
2021	J	`jnl`	A Hybrid of Interactive Learning and Predictive Modeling for Occupancy Estimation in Smart Buildings. IEEE Trans. Consumer Electron. Jiaxun Guo, Manar Amayri, Nizar Bouguila, Wentao Fan
2021	J	`jnl`	Adaboost-like End-to-End multiple lightweight U-nets for road extraction from optical remote sensing images. Int. J. Appl. Earth Obs. Geoinformation Ziyi Chen, Cheng Wang, Jonathan Li, Wentao Fan, Jixiang Du, Bineng Zhong
2021	C	`conf`	Batch and Online Variational Learning of Hierarchical Pitman-Yor Mixtures of Multivariate Beta Distributions. ICMLA Narges Manouchehri, Nizar Bouguila, Wentao Fan
2021	J	`jnl`	Batch and online variational learning of hierarchical Dirichlet process mixtures of multivariate Beta distributions in medical applications. Pattern Anal. Appl. Narges Manouchehri, Nizar Bouguila, Wentao Fan
2021	A*	`conf`	Clustering-Based Online News Topic Detection and Tracking Through Hierarchical Bayesian Nonparametric Models. SIGIR Wentao Fan, Zhiyan Guo, Nizar Bouguila, Wenjuan Hou
2021	A*	`conf`	Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval. SIGIR Yi He, Xin Liu, Yiu-ming Cheung, Shu-Juan Peng, Jinhan Yi, Wentao Fan
2021	A*	`conf`	ECG Data Modeling and Analyzing via Deep Representation Learning and Nonparametric Hidden Markov Models. SIGIR Jiaojiao Zhu, Wentao Fan
2021	A	`conf`	Efficient Online Label Consistent Hashing for Large-Scale Cross-Modal Retrieval. ICME Jinhan Yi, Xin Liu, Yiu-ming Cheung, Xing Xu, Wentao Fan, Yi He
2021	B	`conf`	Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model. ACIIDS Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Wentao Fan
2021	Misc	`conf`	Entropy-based Variational Learning of Finite Inverted Beta-Liouville Mixture Model. FLAIRS Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Manar Amayri, Wentao Fan
2021	—	`conf`	Infinite Von Mises-Fisher Mixture Model and Its Application to Gene Expression Data Clustering. ICIAI Jiaojiao Zhu, Wentao Fan
2021	J	`jnl`	Nonparametric variational learning of multivariate beta mixture models in medical applications. Int. J. Imaging Syst. Technol. Narges Manouchehri, Nizar Bouguila, Wentao Fan
2021	J	`jnl`	Real-time video dehazing via incremental transmission learning and spatial-temporally coherent regularization. Neurocomputing Shu-Juan Peng, He Zhang, Xin Liu, Wentao Fan, Bineng Zhong, Ji-Xiang Du
2021	J	`jnl`	Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation of Building Rooftops in Optical Remote Sensing Images. Remote. Sens. Ziyi Chen, Dilong Li, Wentao Fan, Haiyan Guan, Cheng Wang, Jonathan Li
2021	J	`jnl`	Simultaneous positive sequential vectors modeling and unsupervised feature selection via continuous hidden Markov models. Pattern Recognit. Wentao Fan, Ru Wang, Nizar Bouguila
2021	J	`jnl`	Unsupervised Learning Using Variational Inference on Finite Inverted Dirichlet Mixture Models with Component Splitting. Wirel. Pers. Commun. Kamal Maanicshah, Manar Amayri, Nizar Bouguila, Wentao Fan
2020	—	`conf`	Axial Data Modeling with Collapsed Nonparametric Watson Mixture Models and Its Application to Depth Image Analysis. PRCV (2) Lin Yang, Yuhang Liu, Wentao Fan
2020	J	`jnl`	Corse-to-Fine Road Extraction Based on Local Dirichlet Mixture Models and Multiscale-High-Order Deep Learning. IEEE Trans. Intell. Transp. Syst. Ziyi Chen, Wentao Fan, Bineng Zhong, Jonathan Li, Jixiang Du, Cheng Wang
2020	J	`jnl`	Fast density peak clustering for large scale data based on kNN. Knowl. Based Syst. Yewang Chen, Xiaoliang Hu, Wentao Fan, Lianlian Shen, Zheng Zhang, Xin Liu, Ji-Xiang Du, Haibo Li, Yi Chen, Hailin Li
2020	—	`conf`	Image Segmentation Based on Finite IBL Mixture Model with a Dirichlet Compound Multinomial Prior. AIPR Zhiyan Guo, Wentao Fan
2020	A*	`conf`	Learning Discriminative Joint Embeddings for Efficient Face and Voice Association. SIGIR Rui Wang, Xin Liu, Yiu-ming Cheung, Kai Cheng, Nannan Wang, Wentao Fan
2020	J	`jnl`	Modeling and Clustering Positive Vectors via Nonparametric Mixture Models of Liouville Distributions. IEEE Trans. Neural Networks Learn. Syst. Wentao Fan, Nizar Bouguila
2020	J	`jnl`	Nonparametric hierarchical mixture models based on asymmetric Gaussian distribution. Digit. Signal Process. Ziyang Song, Samr Ali, Nizar Bouguila, Wentao Fan
2020	J	`jnl`	Online Variational Learning of Dirichlet Process Mixtures of Scaled Dirichlet Distributions. Inf. Syst. Frontiers Narges Manouchehri, Hieu Nguyen, Pantea Koochemeshkian, Nizar Bouguila, Wentao Fan
2020	J	`jnl`	Online variational learning of finite inverted Beta-Liouville mixture model for biomedical analysis. Int. J. Imaging Syst. Technol. Meeta Kalra, Nizar Bouguila, Wentao Fan
2020	J	`jnl`	Sequentially spherical data modeling with hidden Markov models and its application to fMRI data analysis. Knowl. Based Syst. Wentao Fan, Lin Yang, Nizar Bouguila, Yewang Chen
2020	J	`jnl`	Spherical data clustering and feature selection through nonparametric Bayesian mixture models with von Mises distributions. Eng. Appl. Artif. Intell. Wentao Fan, Nizar Bouguila
2020	J	`jnl`	Unsupervised Video Object Segmentation Based on Mixture Models and Saliency Detection. Neural Process. Lett. Guofeng Lin, Wentao Fan
2019	J	`jnl`	A nonparametric Bayesian learning model using accelerated variational inference and feature selection. Pattern Anal. Appl. Wentao Fan, Nizar Bouguila, Xin Liu
2019	J	`jnl`	A novel statistical approach for clustering positive data based on finite inverted Beta-Liouville mixture models. Neurocomputing Can Hu, Wentao Fan, Ji-Xiang Du, Nizar Bouguila
2019	J	`jnl`	Axially Symmetric Data Clustering Through Dirichlet Process Mixture Models of Watson Distributions. IEEE Trans. Neural Networks Learn. Syst. Wentao Fan, Nizar Bouguila, Ji-Xiang Du, Xin Liu
2019	—	`conf`	Learning of Multivariate Beta Mixture Models via Entropy-based component splitting. SSCI Narges Manouchehri, Maryam Rahmanpour, Nizar Bouguila, Wentao Fan
2019	J	`jnl`	Localization-Aware Meta Tracker Guided With Adversarial Features. IEEE Access Yiting Lin, Bineng Zhong, Guorong Li, Sicheng Zhao, Ziyi Chen, Wentao Fan
2019	J	`jnl`	Nonparametric Hierarchical Bayesian Models for Positive Data Clustering Based on Inverted Dirichlet-Based Distributions. IEEE Access Wentao Fan, Nizar Bouguila
2019	J	`jnl`	Positive Sequential Data Modeling Using Continuous Hidden Markov Models Based on Inverted Dirichlet Mixtures. IEEE Access Ru Wang, Wentao Fan
2019	A	`conf`	Semi-Supervised Semantic-Preserving Hashing for Efficient Cross-Modal Retrieval. ICME Xingzhi Wang, Xin Liu, Zhikai Hu, Nannan Wang, Wentao Fan, Ji-Xiang Du
2019	J	`jnl`	Simultaneous clustering and feature selection via nonparametric Pitman-Yor process mixture models. Int. J. Mach. Learn. Cybern. Wentao Fan, Nizar Bouguila
2019	—	`conf`	Unsupervised Image Categorization Based on Variational Autoencoder and Student's-T Mixture Model. SSCI Yu Zhang, Wentao Fan, Nizar Bouguila
2019	—	`conf`	Unsupervised Variational Learning of Finite Generalized Inverted Dirichlet Mixture Models with Feature Selection and Component Splitting. ICIAR (2) Kamal Maanicshah, Samr Ali, Wentao Fan, Nizar Bouguila
2019	—	`conf`	Variational Learning for Finite Generalized Inverted Dirichlet Mixture Models with a Component Splitting Approach. ISIE Kamal Maanicshah, Nizar Bouguila, Wentao Fan
2018	—	`conf`	A Novel Approach for Anomaly Event Detection in Videos Based on Autoencoders and SE Networks. ISIVC Jiangpeng Fu, Wentao Fan, Nizar Bouguila
2018	J	`jnl`	A Novel Model-Based Approach for Medical Image Segmentation Using Spatially Constrained Inverted Dirichlet Mixture Models. Neural Process. Lett. Wentao Fan, Can Hu, Ji-Xiang Du, Nizar Bouguila
2018	—	`conf`	An Accelerated Variational Framework for Face Expression Recognition. BlackSeaCom Wentao Fan, Nizar Bouguila
2018	C	`conf`	EP-Based Infinite Inverted Dirichlet Mixture Learning: Application to Image Spam Detection. IEA/AIE Wentao Fan, Sami Bourouis, Nizar Bouguila, Fahd M. Aldosari, Hassen Sallay, K. M. Jamil Khayyat
2018	J	`jnl`	Efficient cross-modal retrieval via flexible supervised collective matrix factorization hashing. Multim. Tools Appl. Xin Liu, An Li, Ji-Xiang Du, Shu-Juan Peng, Wentao Fan
2018	J	`jnl`	Efficient human motion capture data annotation via multi-view spatiotemporal feature fusion. IET Signal Process. Xin Liu, Meng Xu, Shu-Juan Peng, Wentao Fan, Ji-Xiang Du
2018	J	`jnl`	Entropy-based variational Bayes learning framework for data clustering. IET Image Process. Wentao Fan, Nizar Bouguila, Sami Bourouis, Yacine Laalaoui
2018	—	`conf`	Fine-Grained Recognition of Vegetable Images Based on Multi-scale Convolution Neural Network. ICIC (2) Xiu-Hong Yang, Ji-Xiang Du, Hongbo Zhang, Wentao Fan
2018	J	`jnl`	Model-Based segmentation of image data using spatially constrained mixture models. Neurocomputing Can Hu, Wentao Fan, Ji-Xiang Du, Yuchen Zeng
2017	—	`conf`	A Hashing Image Retrieval Method Based on Deep Learning and Local Feature Fusion. ICIC (1) Yi-Liang Nie, Ji-Xiang Du, Wentao Fan
2017	Misc	`conf`	A hierarchical Dirichlet process mixture of GID Distributions with feature selection for spatio-temporal video modeling and segmentation. ICASSP Wentao Fan, Nizar Bouguila, Xin Liu
2017	—	`conf`	Efficient Audio-Visual Speaker Recognition via Deep Heterogeneous Feature Fusion. CCBR Yu-Hang Liu, Xin Liu, Wentao Fan, Bineng Zhong, Ji-Xiang Du
2017	—	`conf`	Efficient Cross-modal Retrieval via Discriminative Deep Correspondence Model. CCCV (1) Zhikai Hu, Xin Liu, An Li, Bineng Zhong, Wentao Fan, Ji-Xiang Du
2017	J	`jnl`	Online Learning of Hierarchical Pitman-Yor Process Mixture of Generalized Dirichlet Distributions With Feature Selection. IEEE Trans. Neural Networks Learn. Syst. Wentao Fan, Hassen Sallay, Nizar Bouguila
2017	J	`jnl`	Proportional data modeling via entropy-based variational bayes learning of mixture models. Appl. Intell. Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila, Ji-Xiang Du
2017	J	`jnl`	Spatially variant mixture model for natural image segmentation. J. Electronic Imaging Can Hu, Wentao Fan, Ji-Xiang Du, Nan Xie
2016	—	`conf`	A Nonparametric Hierarchical Bayesian Model and Its Application on Multimodal Person Identity Verification. ISVC (2) Wentao Fan, Nizar Bouguila
2016	—	`conf`	A Novel Image Segmentation Approach Based on Truncated Infinite Student's t-mixture Model. ICIC (3) Lu Li, Wentao Fan, Ji-Xiang Du, Jing Wang
2016	C	`conf`	A novel 3D model recognition approach using Pitman-Yor process mixtures of Beta-Liouville Distributions. ISCAS Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila
2016	C	`conf`	Accelerated variational inference for Beta-Liouville mixture learning with application to 3D shapes recognition. CoDIT Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila, Ji-Xiang Du
2016	—	`conf`	Deep Learning with PCANet for Human Age Estimation. ICIC (2) DePeng Zheng, Ji-Xiang Du, Wentao Fan, Jing Wang, Chuan-Min Zhai
2016	J	`jnl`	Model-Based Clustering Based on Variational Learning of Hierarchical Infinite Beta-Liouville Mixture Models. Neural Process. Lett. Wentao Fan, Nizar Bouguila
2016	J	`jnl`	Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications. Soft Comput. Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis
2015	—	`conf`	3D object modeling and recognition via online hierarchical Pitman-yor process mixture learning. GlobalSIP Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila, Ji-Xiang Du
2015	J	`jnl`	A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection. Comput. Electr. Eng. Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis
2015	B	`conf`	Dynamic textures clustering using a hierarchical Pitman-Yor process mixture of Dirichlet distributions. ICIP Wentao Fan, Nizar Bouguila
2015	J	`jnl`	Expectation propagation learning of a Dirichlet process mixture of Beta-Liouville distributions for proportional data clustering. Eng. Appl. Artif. Intell. Wentao Fan, Nizar Bouguila
2015	J	`jnl`	Face detection and facial expression recognition using simultaneous clustering and feature selection via an expectation propagation statistical learning framework. Multim. Tools Appl. Wentao Fan, Nizar Bouguila
2015	C	`conf`	Human Action Recognition Using Accelerated Variational Learning of Infinite Dirichlet Mixture Models. ICMLA Wentao Fan, Hassen Sallay, Nizar Bouguila, Ji-Xiang Du
2015	C	`conf`	Topic Novelty Detection Using Infinite Variational Inverted Dirichlet Mixture Models. ICMLA Wentao Fan, Nizar Bouguila
2014	—	`conf`	A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection. ICAIS Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis
2014	J	`jnl`	Non-Gaussian Data Clustering via Expectation Propagation Learning of Finite Dirichlet Mixture Models and Applications. Neural Process. Lett. Wentao Fan, Nizar Bouguila
2014	—	`conf`	Online Data Clustering Using Variational Learning of a Hierarchical Dirichlet Process Mixture of Dirichlet Distributions. DASFAA Workshops Wentao Fan, Nizar Bouguila
2014	J	`jnl`	Online variational learning of generalized Dirichlet mixture models with feature selection. Neurocomputing Wentao Fan, Nizar Bouguila
2014	J	`jnl`	Variational learning for Dirichlet process mixtures of Dirichlet distributions and applications. Multim. Tools Appl. Wentao Fan, Nizar Bouguila
2014	J	`jnl`	Variational learning of finite Dirichlet mixture models using component splitting. Neurocomputing Wentao Fan, Nizar Bouguila, Djemel Ziou
2013	—	`conf`	Anomaly Intrusion Detection Using Incremental Learning of an Infinite Mixture Model with Feature Selection. RSKT Wentao Fan, Nizar Bouguila, Hassen Sallay
2013	—	`conf`	Expectation propagation learning of finite Beta-Liouville mixtures for spatio-temporal object recognition. MLIS@IJCAI Wentao Fan, Nizar Bouguila
2013	J	`jnl`	Infinite Dirichlet mixture models learning via expectation propagation. Adv. Data Anal. Classif. Wentao Fan, Nizar Bouguila
2013	A*	`conf`	Learning Finite Beta-Liouville Mixture Models via Variational Bayes for Proportional Data Clustering. IJCAI Wentao Fan, Nizar Bouguila
2013	—	`conf`	Online Facial Expression Recognition Based on Finite Beta-Liouville Mixture Models. CRV Wentao Fan, Nizar Bouguila
2013	J	`jnl`	Online Learning of a Dirichlet Process Mixture of Beta-Liouville Distributions Via Variational Inference. IEEE Trans. Neural Networks Learn. Syst. Wentao Fan, Nizar Bouguila
2013	—	`conf`	Spatio-temporal object recognition using variational learning of an infinite statistical model. EUSIPCO Wentao Fan, Nizar Bouguila
2013	J	`jnl`	Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference. IEEE Trans. Knowl. Data Eng. Wentao Fan, Nizar Bouguila, Djemel Ziou
2013	B	`conf`	Unsupervised feature selection for proportional data clustering via expectation propagation. IJCNN Wentao Fan, Nizar Bouguila
2013	J	`jnl`	Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection. Pattern Recognit. Wentao Fan, Nizar Bouguila
2013	B	`conf`	Variational learning of finite Beta-Liouville mixture models using component splitting. IJCNN Wentao Fan, Nizar Bouguila
2013	—	`conf`	Video background subtraction using online infinite dirichlet mixture models. EUSIPCO Wentao Fan, Nizar Bouguila
2013	—	`conf`	Visual Scenes Clustering Using Variational Incremental Learning of Infinite Generalized Dirichlet Mixture Models. UDM@IJCAI Wentao Fan, Nizar Bouguila
2012	—	`conf`	A variational component splitting approach for finite generalized Dirichlet mixture models. ICCIT Wentao Fan, Nizar Bouguila
2012	—	`conf`	A variational statistical framework for clustering human action videos. WIAMIS Wentao Fan, Nizar Bouguila
2012	—	`conf`	Face Detection and Facial Expression Recognition Using a Novel Variational Statistical Framework. MCSS Wentao Fan, Nizar Bouguila
2012	—	`conf`	Nonparametric Localized Feature Selection via a Dirichlet Process Mixture of Generalized Dirichlet Distributions. ICONIP (3) Wentao Fan, Nizar Bouguila
2012	J	`jnl`	Novel approaches for synthesizing video textures. Expert Syst. Appl. Wentao Fan, Nizar Bouguila
2012	C	`conf`	Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection. ACML Wentao Fan, Nizar Bouguila
2012	—	`conf`	Online Variational Learning for a Dirichlet Process Mixture of Dirichlet Distributions and its Application. ICMLA (1) Wentao Fan, Nizar Bouguila
2012	—	`conf`	Online variational finite Dirichlet mixture model and its applications. ISSPA Wentao Fan, Nizar Bouguila
2012	J	`jnl`	Online variational learning of finite Dirichlet mixture models. Evol. Syst. Wentao Fan, Nizar Bouguila
2012	J	`jnl`	Variational Learning for Finite Dirichlet Mixture Models and Applications. IEEE Trans. Neural Networks Learn. Syst. Wentao Fan, Nizar Bouguila, Djemel Ziou
2012	C	`conf`	Variational Learning of Dirichlet Process Mixtures of Generalized Dirichlet Distributions and Its Applications. ADMA Wentao Fan, Nizar Bouguila
2011	—	`conf`	A Variational Statistical Framework for Object Detection. ICONIP (2) Wentao Fan, Nizar Bouguila, Djemel Ziou
2011	—	`conf`	Infinite Dirichlet Mixture Model and Its Application via Variational Bayes. ICMLA (1) Wentao Fan, Nizar Bouguila
2011	A*	`conf`	Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection. ICDM Wentao Fan, Nizar Bouguila, Djemel Ziou
2009	C	`conf`	Generating Video Textures by PPCA and Gaussian Process Dynamical Model. CIARP Wentao Fan, Nizar Bouguila
2009	B	`conf`	On Video Textures Generation: A Comparison Between Different Dimensionality Reduction Techniques. SMC Nizar Bouguila, Wentao Fan
2009	—	`conf`	Online Video Textures Generation. ISVC (2) Wentao Fan, Nizar Bouguila