ML Anthology

Meng, Qingyan

6 publications

ICLR 2026 Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Dongsheng Li, Zhouchen Lin
ICLR 2024 Hebbian Learning Based Orthogonal Projection for Continual Learning of Spiking Neural Networks Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin
ICCV 2023 Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo
NeurIPS 2022 Online Training Through Time for Spiking Neural Networks Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin
CVPR 2022 Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation Qingyan Meng, Mingqing Xiao, Shen Yan, Yisen Wang, Zhouchen Lin, Zhi-Quan Luo
NeurIPS 2021 Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Yisen Wang, Zhouchen Lin