| 2022 | IJCNN | MGCN: Dynamic Spatio-Temporal Multi-Graph Convolutional Neural Network. | Jia Hu, Xianghong Lin, Chu Wang |
| 2021 | CIS | FA-STDP: Feedback Alignment Learning Algorithm Using Spike Timing Dependent Plasticity. | Tingyu Ren, Xianghong Lin, Xiaofei Yang, Xiangwen Wang |
| 2021 | ICONIP | A Supervised Learning Algorithm for Recurrent Spiking Neural Networks Based on BP-STDP. | Wenjun Guo, Xianghong Lin, Xiaofei Yang |
| 2021 | ICONIP | Gradient Descent Learning Algorithm Based on Spike Selection Mechanism for Multilayer Spiking Neural Networks. | Xianghong Lin, Tiandou Hu, Xiangwen Wang, Han Lu |
| 2020 | ICANN | Spike-Train Level Unsupervised Learning Algorithm for Deep Spiking Belief Networks. | Xianghong Lin, Pangao Du |
| 2020 | ICONIP | Supervised Learning Algorithm for Spiking Neural Networks Based on Nonlinear Synaptic Interaction. | Xianghong Lin, Jiawei Geng, Qian Li |
| 2020 | ICONIP | Software Defect Prediction with Spiking Neural Networks. | Xianghong Lin, Jie Yang, Zhiqiang Li |
| 2019 | CIS | An Adaptive Structure Learning Algorithm for Multi-Layer Spiking Neural Networks. | Doudou Wu, Xianghong Lin, Pangao Du |
| 2019 | CIS | An Epilepsy and Seizure Classification Approach Based on Multi-Spike Liquid State Machines. | Mengwei Zhang, Xianghong Lin, Pangao Du |
| 2019 | KSEM | Effectively Classify Short Texts with Sparse Representation Using Entropy Weighted Constraint. | Ting Tuo, Huifang Ma, Zhixin Li, Xianghong Lin |
| 2019 | PAKDD | Short Text Similarity Measurement Based on Coupled Semantic Relation and Strong Classification Features. | Huifang Ma, Wen Liu, Zhixin Li, Xianghong Lin |
| 2018 | ICANN | A Supervised Multi-spike Learning Algorithm for Recurrent Spiking Neural Networks. | Xianghong Lin, Guoyong Shi |
| 2018 | ICONIP | A Neuronal Morphology Classification Approach Based on Deep Residual Neural Networks. | Xianghong Lin, Jianyang Zheng, Xiangwen Wang, Huifang Ma |
| 2017 | CIS | Credit Risk Assessment Algorithm Using Deep Neural Networks with Clustering and Merging. | Ying Li, Xianghong Lin, Xiangwen Wang, Fanqi Shen, Zuzheng Gong |
| 2016 | IJCNN | Tag correlation and user social relation based microblog recommendation. | Huifang Ma, Meihuizi Jia, Xianghong Lin, Fuzhen Zhuang |
| 2015 | KSEM | A Microblog Recommendation Algorithm Based on Multi-tag Correlation. | Huifang Ma, Meihuizi Jia, Meng Xie, Xianghong Lin |
| 2015 | KSEM | Semi-supervised Microblog Clustering Method via Dual Constraints. | Huifang Ma, Meihuizi Jia, Weizhong Zhao, Xianghong Lin |
| 2013 | ISNN | Generation and Analysis of 3D Virtual Neurons Using Genetic Regulatory Network Model. | Xianghong Lin, Zhiqiang Li |
| 2012 | ICNC | Evolution of small-world topologies in an artificial genetic regulatory network model. | Xianghong Lin, Weiyi Wei, Guozhi Zhang |