Combining Event-Level and Cross-Event Semantic Information for Event-Oriented Relation Classification by SCNN. - Siyuan Ding; Yu Hong 001; Shanshan Zhu; Jianmin Yao 001; Qiaoming Zhu (CCL, 2016)

Focus-sensitive relation disambiguation for implicit discourse relation detection. - Yu Hong 001; Siyuan Ding; Yang Xu 027; Xiaoxia Jiang; Yu Wang; Jianmin Yao 001; Qiaoming Zhu; Guodong Zhou (Frontiers Comput. Sci., 2019)

Finding an Optimal Geometric Configuration for TDOA Location Systems With Reinforcement Learning. - Shengxiang Li; Guangyi Liu 006; Siyuan Ding; Haisi Li; Ou Li (IEEE Access, 2021)

Trajectory Based Prioritized Double Experience Buffer for Sample-Efficient Policy Optimization. - Shengxiang Li; Ou Li; Guangyi Liu 006; Siyuan Ding; Yijie Bai (IEEE Access, 2021)

Decentralized Multiagent Actor-Critic Algorithm Based on Message Diffusion. - Siyuan Ding; Shengxiang Li; Guangyi Liu 006; Ou Li; Ke Ke; Yijie Bai; Weiye Chen (J. Sensors, 2021)

Deep Convolutional Denoising Autoencoders with Network Structure Optimization for the High-Fidelity Attenuation of Random GPR Noise. - Deshan Feng; Xiangyu Wang 012; Xun Wang 011; Siyuan Ding; Hua Zhang (Remote. Sens., 2021)

Wavefield Reconstruction Inversion Based on the Multi-Scale Cumulative Frequency Strategy for Ground-Penetrating Radar Data: Application to Urban Underground Pipeline. - Deshan Feng; Siyuan Ding; Xun Wang 011; Xuan Su; Shuo Liu; Cen Cao (Remote. Sens., 2022)

Wavefield Reconstruction Inversion of GPR Data for Permittivity and Conductivity Models in the Frequency Domain Based on Modified Total Variation Regularization. - Deshan Feng; Siyuan Ding; Xun Wang 011; Xiangyu Wang 012 (IEEE Trans. Geosci. Remote. Sens., 2022)

Improved Reverse Time Migration of GPR Based on Multitraces Cross Correlation Window Imaging Condition. - Xun Wang 011; Tianxiao Yu; Cheng Chen; Siyuan Ding; Deshan Feng; Ting Li; Zheng Feng (IEEE Geosci. Remote. Sens. Lett., 2023)

DRL-Based Joint Path Planning and Jamming Power Allocation Optimization for Suppressing Netted Radar System. - Shengxiang Li; Guangyi Liu; Kai Zhang 009; Zhisheng Qian; Siyuan Ding (IEEE Signal Process. Lett., 2023)

A High-Efficiency Spectral Element Method Based on CFS-PML for GPR Numerical Simulation and Reverse Time Migration. - Xun Wang 011; Tianxiao Yu; Deshan Feng; Siyuan Ding; Bingchao Li; Yuxin Liu; Zheng Feng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Reverse Time Migration of Ground Penetrating Radar With Optimized Full Wavefield Separation Based on Poynting Vector Imaging Condition and TV-L1-Based Artifacts Suppression. - Deshan Feng; Zheng Feng; Xun Wang 011; Deru Xu; Yuxin Liu; Bingchao Li; Tianxiao Yu; Siyuan Ding; Ting Li (IEEE Trans. Geosci. Remote. Sens., 2023)

An Efficient Dual-Parameter Full Waveform Inversion for GPR Data Using Data Encoding. - Deshan Feng; Bingchao Li; Xun Wang 011; Siyuan Ding; Xiaoyong Tai; Liqiong Cai; Xuan Su (IEEE Trans. Geosci. Remote. Sens., 2023)

Inspection and Imaging of Tree Trunk Defects Using GPR Multifrequency Full-Waveform Dual-Parameter Inversion. - Deshan Feng; Yuxin Liu; Xun Wang 011; Bin Zhang 034; Siyuan Ding; Tianxiao Yu; Bingchao Li; Zheng Feng (IEEE Trans. Geosci. Remote. Sens., 2023)

Efficient Common Offset Ground Penetrating Radar Reverse Time Migration Based on Finite Domain and Optimized Multitraces Cross Correlation Window. - Deshan Feng; Zhengyang Fang; Xun Wang 011; Tianxiao Yu; Siyuan Ding; Bingchao Li (IEEE Geosci. Remote. Sens. Lett., 2024)

Understanding the functional roles of modelling components in spiking neural networks. - Huifeng Yin; Hanle Zheng; Jiayi Mao; Siyuan Ding; Xing Liu; Mingkun Xu; Yifan Hu; Jing Pei; Lei Deng 003 (Neuromorph. Comput. Eng., 2024)

Embracing Large Natural Data: Enhancing Medical Image Analysis via Cross-Domain Fine-Tuning. - Qiankun Li; Xiaolong Huang; Bo Fang; Huabao Chen; Siyuan Ding; Xu Liu (IEEE J. Biomed. Health Informatics, 2024)

PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection. - Xiaoran Xu; Jiangang Yang; Wenhui Shi; Siyuan Ding; Luqing Luo; Jian Liu (AAAI, 2025)

Spatiotemporal Optimization of GPR Full Waveform Inversion Based on Super-Resolution Technology. - Xun Wang 011; Tianxiao Yu; Deshan Feng; Bingchao Li; Siyuan Ding (IEEE Trans. Geosci. Remote. Sens., 2025)