Going Deeper With Directly-Trained Larger Spiking Neural Networks. - Hanle Zheng; Yujie Wu 002; Lei Deng 003; Yifan Hu 013; Guoqi Li 002 (AAAI, 2021)

Advancing Residual Learning towards Powerful Deep Spiking Neural Networks. - Yifan Hu 013; Yujie Wu 002; Lei Deng 003; Guoqi Li 002 (CoRR, 2021)

Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization. - Lei Deng 003; Yujie Wu 002; Yifan Hu 013; Ling Liang; Guoqi Li 002; Xing Hu 001; Yufei Ding 001; Peng Li 001; Yuan Xie 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Attention Spiking Neural Networks. - Man Yao; Guangshe Zhao; Hengyu Zhang 001; Yifan Hu 013; Lei Deng 003; Yonghong Tian 001; Bo Xu 002; Guoqi Li 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

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 013; Jing Pei; Lei Deng 003 (Neuromorph. Comput. Eng., 2024)

Rethinking Pretraining as a Bridge From ANNs to SNNs. - Yihan Lin; Yifan Hu 013; Shijie Ma; Dongjie Yu; Guoqi Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Spike Attention Coding for Spiking Neural Networks. - Jiawen Liu; Yifan Hu 013; Guoqi Li 002; Jing Pei; Lei Deng 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Knowledge distillation for spiking neural networks: aligning features and saliency. - Yifan Hu 013; Guoqi Li 002; Lei Deng 003 (Neuromorph. Comput. Eng., 2025)

Advancing Spiking Neural Networks Toward Deep Residual Learning. - Yifan Hu 013; Lei Deng 003; Yujie Wu 002; Man Yao; Guoqi Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness. - Mingkun Xu; Faqiang Liu; Yifan Hu 013; Hongyi Li; Yuanyuan Wei 008; Shuai Zhong; Jing Pei; Lei Deng 003 (IEEE Trans. Neural Networks Learn. Syst., 2025)

ISTASTrack: Bridging ANN and SNN via ISTA Adapter for RGB-Event Tracking. - Siying Liu; Zikai Wang 005; Hanle Zheng; Yifan Hu 013; Xilin Wang; Qingkai Yang; Jibin Wu; Hao Guo; Lei Deng 003 (CoRR, 2025)

eBrainISA: Edge-Oriented Instruction Set Architecture for Hybrid Brain-Inspired Computing. - Xiaojun Qi; Yujie Ying; Zhong Zheng; Ziyi Yang; Ling Liang; Zegang Peng; Yifan Hu 013; Siying Liu; Zhuo Zou; Lei Deng 003 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2026)