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2020 – today
- 2025
[j2]Man Yao
, Xuerui Qiu, Tianxiang Hu, Jiakui Hu, Yuhong Chou, Keyu Tian, Jianxing Liao, Luziwei Leng, Bo Xu, Guoqi Li:
Scaling Spike-Driven Transformer With Efficient Spike Firing Approximation Training. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 2973-2990 (2025)- [c8]Yimeng Shan, Malu Zhang, Ruijie Zhu, Xuerui Qiu, Jason K. Eshraghian, Haicheng Qu:
Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning. AAAI 2025: 1501-1509 - [c7]Xuerui Qiu, Man Yao, Jieyuan Zhang, Yuhong Chou, Ning Qiao, Shibo Zhou, Bo Xu, Guoqi Li:
Efficient 3D Recognition with Event-driven Spike Sparse Convolution. AAAI 2025: 20086-20094 - [c6]Xuerui Qiu, Malu Zhang, Jieyuan Zhang, Wenjie Wei, Honglin Cao, Junsheng Guo, Rui-Jie Zhu, Yimeng Shan, Yang Yang, Haizhou Li:
Quantized Spike-driven Transformer. ICLR 2025 - [i16]Xuerui Qiu, Jieyuan Zhang, Wenjie Wei, Honglin Cao, Junsheng Guo, Rui-Jie Zhu, Yimeng Shan, Yang Yang, Malu Zhang, Haizhou Li:
Quantized Spike-driven Transformer. CoRR abs/2501.13492 (2025) - [i15]Junzhe Li, Xuerui Qiu, Linrui Xu, Liya Guo, Delin Qu, Tingting Long, Chun Fan, Ming Li:
UniF2ace: Fine-grained Face Understanding and Generation with Unified Multimodal Models. CoRR abs/2503.08120 (2025) - [i14]Ziyi Wang, Songbai Tan, Gang Xu, Xuerui Qiu, Hongbin Xu, Xin Meng, Ming Li, Fei Richard Yu:
Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking. CoRR abs/2503.11324 (2025) - [i13]Zihan Su, Xuerui Qiu, Hongbin Xu, Tangyu Jiang, Junhao Zhuang, Chun Yuan, Ming Li, Shengfeng He, Fei Richard Yu:
Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking. CoRR abs/2505.12667 (2025) - [i12]Xuerui Qiu, Peixi Wu, Yaozhi Wen, Shaowei Gu, Yuqi Pan, Xinhao Luo, Bo Xu, Guoqi Li:
SVL: Spike-based Vision-language Pretraining for Efficient 3D Open-world Understanding. CoRR abs/2505.17674 (2025) - 2024
- [j1]Haoyu Deng, Rui-Jie Zhu, Xuerui Qiu, Yule Duan, Malu Zhang, Liang-Jian Deng:
Tensor decomposition based attention module for spiking neural networks. Knowl. Based Syst. 295: 111780 (2024) - [c5]Xuerui Qiu, Rui-Jie Zhu, Yuhong Chou, Zhaorui Wang, Liang-Jian Deng, Guoqi Li:
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks. AAAI 2024: 601-610 - [c4]Zheng Luan, Xiangqi Kong, Shuimu Zeng, Yuke Yao, Yaxuan Zhang, Xuerui Qiu:
Using spiking neural networks to assist fine art and philology study: to classify styles of Chinese calligraphy with minimal computing power. Tiny Papers @ ICLR 2024 - [c3]Jiakui Hu, Man Yao, Xuerui Qiu, Yuhong Chou, Yuxuan Cai, Ning Qiao, Yonghong Tian, Bo Xu, Guoqi Li:
High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost. ICML 2024 - [c2]Keming Wu, Man Yao, Yuhong Chou, Xuerui Qiu, Rui Yang, Bo Xu, Guoqi Li:
RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding. ACM Multimedia 2024: 2748-2756 - [i11]Wenjie Wei, Malu Zhang, Jilin Zhang, Ammar Belatreche, Jibin Wu, Zijing Xu, Xuerui Qiu, Hong Chen, Yang Yang, Haizhou Li:
Event-Driven Learning for Spiking Neural Networks. CoRR abs/2403.00270 (2024) - [i10]Yimeng Shan, Malu Zhang, Rui-Jie Zhu, Xuerui Qiu, Jason K. Eshraghian, Haicheng Qu:
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning. CoRR abs/2405.13672 (2024) - [i9]Jiakui Hu, Man Yao, Xuerui Qiu, Yuhong Chou, Yuxuan Cai, Ning Qiao, Yonghong Tian, Bo Xu, Guoqi Li:
High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost. CoRR abs/2405.16466 (2024) - [i8]Xuerui Qiu, Zheng Luan, Zhaorui Wang, Rui-Jie Zhu:
When Spiking neural networks meet temporal attention image decoding and adaptive spiking neuron. CoRR abs/2406.03046 (2024) - [i7]Keming Wu, Man Yao, Yuhong Chou, Xuerui Qiu, Rui Yang, Bo Xu, Guoqi Li:
RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding. CoRR abs/2407.20099 (2024) - [i6]Haopeng Li, Jinyue Yang, Kexin Wang, Xuerui Qiu, Yuhong Chou, Xin Li, Guoqi Li:
Scalable Autoregressive Image Generation with Mamba. CoRR abs/2408.12245 (2024) - [i5]Man Yao, Xuerui Qiu, Tianxiang Hu, Jiakui Hu, Yuhong Chou, Keyu Tian, Jianxing Liao, Luziwei Leng, Bo Xu, Guoqi Li:
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training. CoRR abs/2411.16061 (2024) - [i4]Xuerui Qiu, Man Yao, Jieyuan Zhang, Yuhong Chou, Ning Qiao, Shibo Zhou, Bo Xu, Guoqi Li:
Efficient 3D Recognition with Event-driven Spike Sparse Convolution. CoRR abs/2412.07360 (2024) - 2023
- [c1]Xuerui Qiu, Zheng Luan, Zhaorui Wang, Rui-Jie Zhu:
When Spiking Neural Networks Meet Temporal Attention Image Decoding and Adaptive Spiking Neuron. Tiny Papers @ ICLR 2023 - [i3]Xuerui Qiu, Rui-Jie Zhu, Yuhong Chou, Zhaorui Wang, Liang-Jian Deng, Guoqi Li:
Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks. CoRR abs/2308.06582 (2023) - [i2]Haoyu Deng, Rui-Jie Zhu, Xuerui Qiu, Yule Duan, Malu Zhang, Liang-Jian Deng:
Tensor Decomposition Based Attention Module for Spiking Neural Networks. CoRR abs/2310.14576 (2023) - [i1]Yimeng Shan, Xuerui Qiu, Rui-Jie Zhu, Ruike Li, Meng Wang, Haicheng Qu:
OR Residual Connection Achieving Comparable Accuracy to ADD Residual Connection in Deep Residual Spiking Neural Networks. CoRR abs/2311.06570 (2023)
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