| 2026 | AAAI | Online Cross-Modal Hashing with Expanding Label Space. | Wentao Fan, Chao Zhang, Chunlin Chen, Huaxiong Li |
| 2026 | AAAI | Enhancing Rotation-Invariant 3D Learning with Global Pose Awareness and Attention Mechanisms. | Jiaxun Guo, Manar Amayri, Nizar Bouguila, Xin Liu, Wentao Fan |
| 2026 | AAAI | Semantic-Aware Feature Enhancement for Partial Label Learning. | Haowei Mei, Chao Zhang, Wentao Fan, Xiuyi Jia, Chunlin Chen, Huaxiong Li |
| 2026 | AAAI | DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing. | Zhongqing Yu, Xin Liu, Yiu-ming Cheung, Zhikai Hu, Wentao Fan, Pan Zhou |
| 2026 | INFOCOM | xCCLTuner: Treating xCCL as Black-Box and Automatically Tuning. | Chenxu Wang, Wentao Fan, Zhehao Lin, Peirui Cao, Xi Lin, Xiaohu Xu, Wanchun Dou, Guihai Chen, Chen Tian |
| 2026 | ISKE | Adaptive Role Flipping Based Robust Cross-Modal Hashing. | Zihan Wang, Wentao Fan, Linwei Chen, Huaxiong Li |
| 2026 | WWW | Multimodal Topic Discovery in Web Media via von Mises-Fisher Mixture Neural Topic Models. | Dayu Guo, Zhiwen Luo, Nizar Bouguila, Wentao Fan |
| 2026 | SIGIR | MSW-NTM: A Spherical Wasserstein Autoencoder for Multimodal Neural Topic Modeling with LLM-Guided Topic Refinement. | Dayu Guo, Zhiwen Luo, Nizar Bouguila, Wentao Fan |
| 2025 | ICASSP | Spiking Generative Models Based on Variational Autoencoder and Adversarial Training. | Wenchuan Zhang, Jie Zhang, Ricky Yuen-Tan Hou, Weifeng Su, Wentao Fan |
| 2025 | ICCV | How Do Optical Flow and Textual Prompts Collaborate to Assist in Audio-Visual Semantic Segmentation? | Yujian Lee, Peng Gao, Yongqi Xu, Wentao Fan |
| 2025 | IWQoS | HiReC: High-Throughput and Reliable Cross-Cluster VPC Communication in Clouds. | Long Li, Baoqing Wang, Jing Wen, Gongming Zhao, Hongli Xu, Wentao Fan, Xiaohu Xu |
| 2025 | IWQoS | EdgeNet: A Distributed Network Architecture for Real-Time Person Re-Identification with Dynamic Load Balancing. | Shangrui Wu, Yupeng Li, Jianxiong Guo, Wentao Fan, Wenhua Wang, Tian Wang |
| 2025 | IWQoS | CROP: Efficient and Robust Multi-Job Placement in Deep Learning Clusters. | Peng Yang, Gongming Zhao, Jing Wen, Hongli Xu, Haibo Wang, Wentao Fan, Xiaohu Xu, Jun Yao |
| 2025 | IWQoS | CARD: Cost-Efficient and Availability-Aware Application Deployment in Geo-Distributed Clouds. | Jiayi Zhang, Gongming Zhao, Jing Wen, Hongli Xu, Wentao Fan, Xiaohu Xu, Jun Yao |
| 2025 | KDD | Dynamic Deep Clustering of High-Dimensional Directional Data via Hyperspherical Embeddings with Bayesian Nonparametric Mixtures. | Zhiwen Luo, Wentao Fan, Manar Amayri, Nizar Bouguila |
| 2025 | MICCAI | ADA: An Adaptive Augmentation Framework for Single-Source Domain Generalization in Medical Image Segmentation. | Runlin Huang, Hongmin Cai, Weipeng Zhuo, Shangyan Cai, Haowei Lin, Wentao Fan, Weifeng Su |
| 2025 | MICCAI | PathoPrompt: Cross-Granular Semantic Alignment for Medical Pathology Vision-Language Models. | Runlin Huang, Haohui Liang, Hongmin Cai, Weipeng Zhuo, Wentao Fan, Weifeng Su |
| 2024 | ICA3PP | ORL-EPM: A Profit-Aware and Load-Driven Heterogeneous Resource Management Scheme with Collaborative Edge Computing. | Fengyi Huang, Yutao Zhang, Wenhua Wang, Jianxiong Guo, Yang Xu, Wentao Fan, Tian Wang |
| 2022 | ICCCI | Stochastic Expectation Propagation Learning for Unsupervised Feature Selection. | Wentao Fan, Manar Amayri, Nizar Bouguila |
| 2021 | ACIIDS | Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model. | Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Wentao Fan |
| 2021 | FlAIRS | Entropy-based Variational Learning of Finite Inverted Beta-Liouville Mixture Model. | Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Manar Amayri, Wentao Fan |
| 2021 | ICMLA | Batch and Online Variational Learning of Hierarchical Pitman-Yor Mixtures of Multivariate Beta Distributions. | Narges Manouchehri, Nizar Bouguila, Wentao Fan |
| 2021 | SIGIR | Clustering-Based Online News Topic Detection and Tracking Through Hierarchical Bayesian Nonparametric Models. | Wentao Fan, Zhiyan Guo, Nizar Bouguila, Wenjuan Hou |
| 2021 | SIGIR | Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval. | Yi He, Xin Liu, Yiu-Ming Cheung, Shu-Juan Peng, Jinhan Yi, Wentao Fan |
| 2021 | SIGIR | ECG Data Modeling and Analyzing via Deep Representation Learning and Nonparametric Hidden Markov Models. | Jiaojiao Zhu, Wentao Fan |
| 2020 | PAKDD | Relational Metric Learning with Dual Graph Attention Networks for Social Recommendation. | Xiaodong Wang, Zhen Liu, Nana Wang, Wentao Fan |
| 2020 | SIGIR | Learning Discriminative Joint Embeddings for Efficient Face and Voice Association. | Rui Wang, Xin Liu, Yiu-ming Cheung, Kai Cheng, Nannan Wang, Wentao Fan |
| 2017 | ICASSP | A hierarchical Dirichlet process mixture of GID Distributions with feature selection for spatio-temporal video modeling and segmentation. | Wentao Fan, Nizar Bouguila, Xin Liu |
| 2016 | CoDIT | Accelerated variational inference for Beta-Liouville mixture learning with application to 3D shapes recognition. | Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila, Ji-Xiang Du |
| 2016 | ISCAS | A novel 3D model recognition approach using Pitman-Yor process mixtures of Beta-Liouville Distributions. | Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila |
| 2016 | ISVC | A Nonparametric Hierarchical Bayesian Model and Its Application on Multimodal Person Identity Verification. | Wentao Fan, Nizar Bouguila |
| 2016 | UIC | An Iterative Weighted KNN (IW-KNN) Based Indoor Localization Method in Bluetooth Low Energy (BLE) Environment. | Yiran Peng, Wentao Fan, Xin Dong, Xing Zhang |
| 2015 | ICIP | Dynamic textures clustering using a hierarchical Pitman-Yor process mixture of Dirichlet distributions. | Wentao Fan, Nizar Bouguila |
| 2015 | ICMLA | Topic Novelty Detection Using Infinite Variational Inverted Dirichlet Mixture Models. | Wentao Fan, Nizar Bouguila |
| 2015 | ICMLA | Human Action Recognition Using Accelerated Variational Learning of Infinite Dirichlet Mixture Models. | Wentao Fan, Hassen Sallay, Nizar Bouguila, Ji-Xiang Du |
| 2014 | DASFAA | Online Data Clustering Using Variational Learning of a Hierarchical Dirichlet Process Mixture of Dirichlet Distributions. | Wentao Fan, Nizar Bouguila |
| 2013 | IJCAI | Learning Finite Beta-Liouville Mixture Models via Variational Bayes for Proportional Data Clustering. | Wentao Fan, Nizar Bouguila |
| 2013 | IJCAI | Visual Scenes Clustering Using Variational Incremental Learning of Infinite Generalized Dirichlet Mixture Models. | Wentao Fan, Nizar Bouguila |
| 2013 | IJCAI | Expectation propagation learning of finite Beta-Liouville mixtures for spatio-temporal object recognition. | Wentao Fan, Nizar Bouguila |
| 2013 | IJCNN | Variational learning of finite Beta-Liouville mixture models using component splitting. | Wentao Fan, Nizar Bouguila |
| 2013 | IJCNN | Unsupervised feature selection for proportional data clustering via expectation propagation. | Wentao Fan, Nizar Bouguila |
| 2012 | ADMA | Variational Learning of Dirichlet Process Mixtures of Generalized Dirichlet Distributions and Its Applications. | Wentao Fan, Nizar Bouguila |
| 2012 | ICMLA | Online Variational Learning for a Dirichlet Process Mixture of Dirichlet Distributions and its Application. | Wentao Fan, Nizar Bouguila |
| 2012 | ICNC | A kind of method for direction of arrival estimation based on blind source separation demixing matrix. | Chun-yu Kang, Wentao Fan, Xin-hua Zhang, Jun Li |
| 2012 | ICONIP | Nonparametric Localized Feature Selection via a Dirichlet Process Mixture of Generalized Dirichlet Distributions. | Wentao Fan, Nizar Bouguila |
| 2011 | ICDM | Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection. | Wentao Fan, Nizar Bouguila, Djemel Ziou |
| 2011 | ICMLA | Infinite Dirichlet Mixture Model and Its Application via Variational Bayes. | Wentao Fan, Nizar Bouguila |
| 2011 | ICONIP | A Variational Statistical Framework for Object Detection. | Wentao Fan, Nizar Bouguila, Djemel Ziou |
| 2009 | CIARP | Generating Video Textures by PPCA and Gaussian Process Dynamical Model. | Wentao Fan, Nizar Bouguila |
| 2009 | ISVC | Online Video Textures Generation. | Wentao Fan, Nizar Bouguila |
| 2009 | SMC | On Video Textures Generation: A Comparison Between Different Dimensionality Reduction Techniques. | Nizar Bouguila, Wentao Fan |