Lesion based diagnostic performance of dual phase 99mTc-MIBI SPECT/CT imaging and ultrasonography in patients with secondary hyperparathyroidism. - Panli Li; Qiufang Liu; Daoqiang Tang; Yinyan Zhu; Lian Xu; Xiaoguang Sun; Shaoli Song (BMC Medical Imaging, 2017)

Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations. - Lian Xu; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd (ICASSP, 2018)

Deep Learning for Marine Species Recognition. - Lian Xu; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd (Handbook of Deep Learning Applications, 2019)

An Improved Approach to Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Senjian An; Ferdous Sohel (ICASSP, 2019)

Coral Classification Using DenseNet and Cross-modality Transfer Learning. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Senjian An; Ferdous Sohel (IJCNN, 2019)

Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel (IEEE Access, 2020)

Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel; Dan Xu 002 (ICCV, 2021)

Atrous convolutional feature network for weakly supervised semantic segmentation. - Lian Xu; Hao Xue 001; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel (Neurocomputing, 2021)

Multi-class Token Transformer for Weakly Supervised Semantic Segmentation. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Dan Xu 002 (CVPR, 2022)

Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. - Laurent Valentin Jospin; Allen Antony; Lian Xu; Hamid Laga; Farid Boussaïd; Mohammed Bennamoun (NeurIPS, 2022)

SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification. - Wijayanti Nurul Khotimah; Farid Boussaïd; Ferdous Sohel; Lian Xu; David Edwards; Xiu Jin; Mohammed Bennamoun (Remote. Sens., 2022)

Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Dan Xu 002 (CVPR, 2023)

Classical approaches and new deep learning trends to assist in accurately and efficiently diagnosing ear disease from otoscopic images. - Dhruv Chetan Jobanputra; Mohammed Bennamoun; Farid Boussaïd; Lian Xu; Jafri Kuthubutheen (EUVIP, 2023)

VAPCNet: Viewpoint-Aware 3D Point Cloud Completion. - Zhiheng Fu; Longguang Wang; Lian Xu; Zhiyong Wang 001; Hamid Laga; Yulan Guo; Farid Boussaïd; Mohammed Bennamoun (ICCV, 2023)

NGenomeSyn: an easy-to-use and flexible tool for publication-ready visualization of syntenic relationships across multiple genomes. - Weiming He; Jian Yang; Yi Jing; Lian Xu; Kang Yu; Xiaodong Fang (Bioinform., 2023)

MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens. - Wijayanti Nurul Khotimah; Mohammed Bennamoun; Farid Boussaïd; Lian Xu; David Edwards; Ferdous Sohel (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Wanli Ouyang; Dan Xu 002 (Neural Comput. Appl., 2023)

Importance-Aware Transformer: Addressing Intra-Class Heterogeneity in Weakly Supervised Brain Tumor Segmentation. - Yiheng Lyu; Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Girish Dwivedi (DICTA, 2024)

AEDNet: Adaptive Embedding and Multiview-Aware Disentanglement for Point Cloud Completion. - Zhiheng Fu; Longguang Wang; Lian Xu; Zhiyong Wang 001; Hamid Laga; Yulan Guo; Farid Boussaïd; Mohammed Bennamoun (ECCV (11), 2024)

VCF2PCACluster: a simple, fast and memory-efficient tool for principal component analysis of tens of millions of SNPs. - Weiming He; Lian Xu; JingXian Wang; Zhen Yue; Yi Jing; Shuaishuai Tai; Jian Yang; Xiaodong Fang (BMC Bioinform., 2024)

MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Hamid Laga; Wanli Ouyang; Dan Xu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Dual-Phase Framework for Few-Shot Hyperspectral Image Classification With Spatiospectral Masked Autoencoder and Episode Training. - Wijayanti Nurul Khotimah; Mohammed Bennamoun; Farid Boussaïd; Lian Xu; Ferdous Sohel (IEEE Trans. Geosci. Remote. Sens., 2025)

CompletionMamba: Taming State Space Model for Point Cloud Completion. - Zhiheng Fu; Jiehua Zhang; Longguang Wang; Lian Xu; Hamid Laga; Yulan Guo; Farid Boussaïd; Mohammed Bennamoun (IEEE Trans. Image Process., 2025)

A Guide to Image- and Video-Based Small Object Detection Using Deep Learning: Case Study of Maritime Surveillance. - Aref Miri Rekavandi; Lian Xu; Farid Boussaïd; Abd-Krim Seghouane; Stephen Hoefs; Mohammed Bennamoun (IEEE Trans. Intell. Transp. Syst., 2025)

Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Wanli Ouyang; Ferdous Sohel; Dan Xu 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)