Guo, Qinghai

16 publications

AAAI 2025 SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models Shuaijie Shen, Chao Wang, Renzhuo Huang, Yan Zhong, Qinghai Guo, Zhichao Lu, Jianguo Zhang, Luziwei Leng

CVPR 2025 VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network Kang You, Ziling Wei, Jing Yan, Boning Zhang, Qinghai Guo, Yaoyu Zhang, Zhezhi He

ECCV 2024 BKDSNN: Enhancing the Performance of Learning-Based Spiking Neural Networks Training with Blurred Knowledge Distillation Zekai Xu, Kang You, Qinghai Guo, Xiang Wang, Zhezhi He

ICML 2024 Sample as You Infer: Predictive Coding with Langevin Dynamics Umais Zahid, Qinghai Guo, Zafeirios Fountas

ICML 2024 SpikeZIP-TF: Conversion Is All You Need for Transformer-Based SNN Kang You, Zekai Xu, Chen Nie, Zhijie Deng, Qinghai Guo, Xiang Wang, Zhezhi He

ICLR 2023 Hebbian Deep Learning Without Feedback Adrien Journé, Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis

NeurIPS 2023 Learning and Processing the Ordinal Information of Temporal Sequences in Recurrent Neural Circuits Xiaolong Zou, Zhikun Chu, Qinghai Guo, Jie Cheng, Bo Ho, Si Wu, Yuanyuan Mi

CVPR 2023 Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation Yushun Tang, Ce Zhang, Heng Xu, Shuoshuo Chen, Jie Cheng, Luziwei Leng, Qinghai Guo, Zhihai He

ICCV 2023 Weakly-Supervised Action Localization by Hierarchically-Structured Latent Attention Modeling Guiqin Wang, Peng Zhao, Cong Zhao, Shusen Yang, Jie Cheng, Luziwei Leng, Jianxing Liao, Qinghai Guo

NeurIPS 2022 DevFly: Bio-Inspired Development of Binary Connections for Locality Preserving Sparse Codes Tianqi Wei, Rana Alkhoury Maroun, Qinghai Guo, Barbara Webb

NeurIPS 2022 Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks Kaiwei Che, Luziwei Leng, Kaixuan Zhang, Jianguo Zhang, Qinghu Meng, Jie Cheng, Qinghai Guo, Jianxing Liao

CVPR 2022 Discrete Time Convolution for Fast Event-Based Stereo Kaixuan Zhang, Kaiwei Che, Jianguo Zhang, Jie Cheng, Ziyang Zhang, Qinghai Guo, Luziwei Leng

NeurIPS 2022 Self-Supervised Learning Through Efference Copies Franz Scherr, Qinghai Guo, Timoleon Moraitis

ICML 2022 Short-Term Plasticity Neurons Learning to Learn and Forget Hector Garcia Rodriguez, Qinghai Guo, Timoleon Moraitis

ICLR 2022 Spike-Inspired Rank Coding for Fast and Accurate Recurrent Neural Networks Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis

ICLR 2022 Variational Predictive Routing with Nested Subjective Timescales Alexey Zakharov, Qinghai Guo, Zafeirios Fountas