Yao, Man

13 publications

ICLR 2026 Householder-Diagonalized Linear Attention (HDLA): Utilizing Enhanced Decay Mechanism for Efficient Sequence Modeling Jiefu Zhang, Zhen Qin, Jiabo Tong, Shijie Mei, JiaKui Hu, Yuqi Pan, Anjie Hu, Man Yao, Bo Xu, Guoqi Li

TMLR 2026 SpikingBrain: Spiking Brain-Inspired Large Models Yuqi Pan, Yupeng Feng, JingHao Zhuang, Siyu Ding, Han Xu, Zehao Liu, Bohan Sun, Yuhong Chou, Xuerui Qiu, Anlin Deng, Anjie Hu, Shurong Wang, Peng Zhou, Man Yao, Jibin Wu, Jian Yang, 孙国梁, Bo Xu, Guoqi Li

AAAI 2025 Efficient 3D Recognition with Event-Driven Spike Sparse Convolution Xuerui Qiu, Man Yao, Jieyuan Zhang, Yuhong Chou, Ning Qiao, Shibo Zhou, Bo Xu, Guoqi Li

NeurIPS 2025 MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural Networks Dengfeng Xue, Wenjuan Li, Yifan Lu, Chunfeng Yuan, Yufan Liu, Wei Liu, Man Yao, Li Yang, Guoqi Li, Bing Li, Stephen Maybank, Weiming Hu, Zhetao Li

ICML 2025 MVA: Linear Attention with High-Order Query-Keys Integration and Multi-Level Vocabulary Decomposition Wang Ning, Zekun Li, Tongxin Bai, Man Yao, Zhen Qin, Guoqi Li

AAAI 2025 Spike2Former: Efficient Spiking Transformer for High-Performance Image Segmentation Zhenxin Lei, Man Yao, Jiakui Hu, Xinhao Luo, Yanye Lu, Bo Xu, Guoqi Li

ICML 2024 High-Performance Temporal Reversible Spiking Neural Networks with $\mathcal{O}(L)$ Training Memory and $\mathcal{O}(1)$ Inference Cost Jiakui Hu, Man Yao, Xuerui Qiu, Yuhong Chou, Yuxuan Cai, Ning Qiao, Yonghong Tian, Bo Xu, Guoqi Li

ECCV 2024 Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-Performance and Energy-Efficient Object Detection Xinhao Luo, Man Yao, Yuhong Chou, Bo Xu, Guoqi Li

NeurIPS 2024 MetaLA: Unified Optimal Linear Approximation to SoftMax Attention mAP Yuhong Chou, Man Yao, Kexin Wang, Yuqi Pan, Ruijie Zhu, Yiran Zhong, Yu Qiao, Jibin Wu, Bo Xu, Guoqi Li

ICLR 2024 Spike-Driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-Generation Neuromorphic Chips Man Yao, JiaKui Hu, Tianxiang Hu, Yifan Xu, Zhaokun Zhou, Yonghong Tian, Bo Xu, Guoqi Li

ICCV 2023 Inherent Redundancy in Spiking Neural Networks Man Yao, Jiakui Hu, Guangshe Zhao, Yaoyuan Wang, Ziyang Zhang, Bo Xu, Guoqi Li

NeurIPS 2023 Spike-Driven Transformer Man Yao, JiaKui Hu, Zhaokun Zhou, Li Yuan, Yonghong Tian, Bo Xu, Guoqi Li

ICCV 2021 Temporal-Wise Attention Spiking Neural Networks for Event Streams Classification Man Yao, Huanhuan Gao, Guangshe Zhao, Dingheng Wang, Yihan Lin, Zhaoxu Yang, Guoqi Li