MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons. - Malu Zhang; Jibin Wu; Yansong Chua; Xiaoling Luo 001; Zihan Pan; Dan Liu; Haizhou Li 001 (AAAI, 2019)

Multi-resolution dictionary learning for face recognition. - Xiaoling Luo 001; Yong Xu 001; Jian Yang 003 (Pattern Recognit., 2019)

An Efficient Threshold-Driven Aggregate-Label Learning Algorithm for Multimodal Information Processing. - Malu Zhang; Xiaoling Luo 001; Yi Chen; Jibin Wu; Ammar Belatreche; Zihan Pan; Hong Qu; Haizhou Li 001 (IEEE J. Sel. Top. Signal Process., 2020)

Bio-inspired Model Based on Global-Local Hybrid Learning in Spiking Neural Network. - Yuchen Wang; Xiaobin Wang; Hong Qu; Ya Zhang; Yi Chen; Xiaoling Luo 001 (IJCNN, 2021)

A new recursive least squares-based learning algorithm for spiking neurons. - Yun Zhang; Hong Qu; Xiaoling Luo 001; Yi Chen; Yuchen Wang; Malu Zhang; Zefang Li (Neural Networks, 2021)

MVDRNet: Multi-view diabetic retinopathy detection by combining DCNNs and attention mechanisms. - Xiaoling Luo 001; Zuhui Pu; Yong Xu 001; Wai Keung Wong; Jingyong Su; Xiaoyan Dou; Baikang Ye; Jiying Hu; Lisha Mou (Pattern Recognit., 2021)

Temporal-Sequential Learning with Columnar-Structured Spiking Neural Networks. - Xiaoling Luo 001; Hanwen Liu; Yi Chen; Malu Zhang; Hong Qu (ICONIP (4), 2022)

Correction to: PHR-search: a search framework for protein remote homology detection based on the predicted protein hierarchical relationships. - Xiaopeng Jin; Xiaoling Luo 001; Bin Liu 014 (Briefings Bioinform., 2022)

PHR-search: a search framework for protein remote homology detection based on the predicted protein hierarchical relationships. - Xiaopeng Jin; Xiaoling Luo 001; Bin Liu 014 (Briefings Bioinform., 2022)

DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification. - Chengliang Liu 003; Jie Wen 001; Xiaoling Luo 001; Chao Huang 008; Zhihao Wu 002; Yong Xu 001 (AAAI, 2023)

Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers. - Chengliang Liu 003; Jie Wen 001; Xiaoling Luo 001; Yong Xu 001 (AAAI, 2023)

MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network. - Xiaoling Luo 001; Chengliang Liu 003; Waikeung Wong; Jie Wen 001; Xiaopeng Jin; Yong Xu 001 (AAAI, 2023)

Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning. - Chengliang Liu 003; Jie Wen 001; Yabo Liu; Chao Huang 008; Zhihao Wu 002; Xiaoling Luo 001; Yong Xu 001 (NeurIPS, 2023)

RV-ESA: A novel computer-aided elastic shape analysis system for retinal vessels in diabetic retinopathy. - Xiaoling Luo 001; Honggang Zhang; Jingyong Su; Wai Keung Wong; Jinkai Li; Yong Xu 001 (Comput. Biol. Medicine, 2023)

Information Recovery-Driven Deep Incomplete Multi-view Clustering Network. - Chengliang Liu 003; Jie Wen 001; Zhihao Wu 002; Xiaoling Luo 001; Chao Huang 008; Yong Xu 001 (CoRR, 2023)

Class-guided human motion prediction via multi-spatial-temporal supervision. - Jinkai Li; Honghu Pan; Lian Wu; Chao Huang 008; Xiaoling Luo 001; Yong Xu 001 (Neural Comput. Appl., 2023)

A biologically inspired auto-associative network with sparse temporal population coding. - Ya Zhang; Kexin Shi; Xiaoling Luo 001; Yi Chen; Yucheng Wang; Hong Qu (Neural Networks, 2023)

Supervised Learning in Multilayer Spiking Neural Networks With Spike Temporal Error Backpropagation. - Xiaoling Luo 001; Hong Qu; Yuchen Wang; Zhang Yi 001; Jilun Zhang; Malu Zhang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification. - Chengliang Liu 003; Jinlong Jia; Jie Wen 001; Yabo Liu; Xiaoling Luo 001; Chao Huang 008; Yong Xu 001 (AAAI, 2024)

HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation. - Qihao Xu; Xiaoling Luo 001; Chao Huang 008; Chengliang Liu 003; Jie Wen 001; Jialei Wang; Yong Xu 001 (AAAI, 2024)

SpikeFusionNet: A Hybrid Approach to Robotic Fault Diagnosis Using Spiking Neural Dynamics. - Ying Liu 070; Wei Zhang 308; Xiaoling Luo 001; Yun Zhang; Hong Qu (ICIC (LNAI 4), 2024)

[inline-graphic not available: see fulltext] GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph. - Shaonan Liu; Wenting Chen; Jie Liu 044; Xiaoling Luo 001; Linlin Shen (MICCAI (1), 2024)

Simplify Implant Depth Prediction as Video Grounding: A Texture Perceive Implant Depth Prediction Network. - Xinquan Yang; Xuguang Li; Xiaoling Luo 001; Leilei Zeng; Yudi Zhang 005; Linlin Shen; Yongqiang Deng (MICCAI (5), 2024)

A comprehensive review and comparison of existing computational methods for protein function prediction. - Baohui Lin; Xiaoling Luo 001; Yumeng Liu; Xiaopeng Jin (Briefings Bioinform., 2024)

SSAD: Self-supervised Auxiliary Detection Framework for Panoramic X-ray based Dental Disease Diagnosis. - Zijian Cai; Xinquan Yang; Xuguang Li; Xiaoling Luo 001; Xuechen Li 001; Linlin Shen; He Meng 008; Yongqiang Deng (CoRR, 2024)

GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph. - Shaonan Liu; Wenting Chen; Jie Liu 044; Xiaoling Luo 001; Linlin Shen (CoRR, 2024)

Activation Space Selectable Kolmogorov-Arnold Networks. - Zhuoqin Yang; Jiansong Zhang 005; Xiaoling Luo 001; Zheng Lu; Linlin Shen (CoRR, 2024)

AMHGCN: Adaptive multi-level hypergraph convolution network for human motion prediction. - Jinkai Li; Jinghua Wang; Lian Wu; Xin Wang 160; Xiaoling Luo 001; Yong Xu 001 (Neural Networks, 2024)

A universal ANN-to-SNN framework for achieving high accuracy and low latency deep Spiking Neural Networks. - Yuchen Wang; Hanwen Liu; Malu Zhang; Xiaoling Luo 001; Hong Qu (Neural Networks, 2024)

A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence. - Xiaoling Luo 001; Wei Wang 169; Yong Xu 001; Zhihui Lai 001; Xiaopeng Jin; Bob Zhang 001; David Zhang 001 (CAAI Trans. Intell. Technol., 2024)

Minicolumn-Based Episodic Memory Model With Spiking Neurons, Dendrites and Delays. - Yun Zhang; Yi Chen; Jilun Zhang; Xiaoling Luo 001; Malu Zhang; Hong Qu; Zhang Yi 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Information Recovery-Driven Deep Incomplete Multiview Clustering Network. - Chengliang Liu 003; Jie Wen 001; Zhihao Wu 002; Xiaoling Luo 001; Chao Huang 008; Yong Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching. - Xiaofei Huang; Wenting Chen; Jie Liu 044; Qisheng Lu; Xiaoling Luo 001; Linlin Shen (AAAI, 2025)

Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases. - Yuxin Lin; Wei Wang 169; Xiaoling Luo 001; Zhihao Wu 002; Chengliang Liu 003; Jie Wen 001; Yong Xu 001 (AAAI, 2025)

Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading. - Xiaoling Luo 001; Qihao Xu; Huisi Wu; Chengliang Liu 003; Zhihui Lai 001; Linlin Shen (AAAI, 2025)

InstCNet: A Dual-Branch Network for Enhanced Tumor Diagnosis via Joint Segmentation and Classification. - Zhihui Lai 001; Xingxin Guo; Heng Kong; Israr Hussain; Xiaoling Luo 001 (ICIC (14), 2025)

Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training. - Xiaoling Luo 001; Peng Chen; Chengliang Liu 003; Xiaopeng Jin; Jie Wen 001; Yumeng Liu; Junsong Wang (IJCAI, 2025)

Adaptive self-correction network for human motion prediction. - Jinkai Li; Jinghua Wang; Xin Wang 160; Liang Yan; Xiaoling Luo 001; Yong Xu 001 (Appl. Soft Comput., 2025)

Spike-VisNet: A novel framework for visual recognition with FocusLayer-STDP learning. - Ying Liu 070; Xiaoling Luo 001; Ya Zhang; Yun Zhang; Wei Zhang 308; Hong Qu (Neural Networks, 2025)

Multi-view diabetic retinopathy grading via cross-view spatial alignment and adaptive vessel reinforcing. - Yuxin Lin; Xiaoyan Dou; Xiaoling Luo 001; Zhihao Wu 002; Chengliang Liu 003; Tianyi Luo; Jie Wen 001; Bingo Wing-Kuen Ling; Yong Xu 001; Wei Wang 169 (Pattern Recognit., 2025)

MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification. - Zhuoqin Yang; Jiansong Zhang 005; Xiaoling Luo 001; Zheng Lu; Linlin Shen (CoRR, 2025)

HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction. - Jiaqi Yang; Wenting Chen; Xiaohan Xing; Sean He; Xiaoling Luo 001; Xinheng Lyu; Linlin Shen; Guoping Qiu (CoRR, 2025)

Wavelet-based Global-Local Interaction Network with Cross-Attention for Multi-View Diabetic Retinopathy Detection. - Yongting Hu; Yuxin Lin; Chengliang Liu 003; Xiaoling Luo 001; Xiaoyan Dou; Qihao Xu; Yong Xu 001 (CoRR, 2025)

A Lesion-Fusion Neural Network for Multi-View Diabetic Retinopathy Grading. - Xiaoling Luo 001; Qihao Xu; Zhihua Wang 002; Chao Huang 008; Chengliang Liu 003; Xiaopeng Jin; Jianguo Zhang 001 (IEEE J. Biomed. Health Informatics, 2025)

Toward Building Human-Like Sequential Memory Using Brain-Inspired Spiking Neural Models. - Malu Zhang; Xiaoling Luo 001; Jibin Wu; Ammar Belatreche; Siqi Cai 002; Yang Yang 002; Haizhou Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Retina-Inspired Lightweight Spiking Convolutional Neural Network for Single-Image Dehazing. - Ya Zhang; Xiaoling Luo 001; Qian Sun; Yuchen Wang; Hong Qu; Zhang Yi 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

A Survey of Multimodal Ophthalmic Diagnostics: From Task-Specific Approaches to Foundational Models. - Xiaoling Luo 001; Ruli Zheng; Qiaojian Zheng; Zibo Du; Shuo Yang; Meidan Ding; Qihao Xu; Chengliang Liu 003; Linlin Shen (CoRR, 2025)

SEGT-GO: a graph transformer method based on PPI serialization and explanatory artificial intelligence for protein function prediction. - Yansong Wang; Yundong Sun; Baohui Lin; Haotian Zhang; Xiaoling Luo 001; Yumeng Liu; Xiaopeng Jin; Dongjie Zhu (BMC Bioinform., 2025)