Zhang, Malu

26 publications

AAAI 2025 Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning Yimeng Shan, Malu Zhang, Ruijie Zhu, Xuerui Qiu, Jason K. Eshraghian, Haicheng Qu

ICML 2025 BSO: Binary Spiking Online Optimization Algorithm Yu Liang, Yu Yang, Wenjie Wei, Ammar Belatreche, Shuai Wang, Malu Zhang, Yang Yang

IJCAI 2025 Binary Event-Driven Spiking Transformer Honglin Cao, Zijian Zhou, Wenjie Wei, Yu Liang, Ammar Belatreche, Dehao Zhang, Malu Zhang, Yang Yang, Haizhou Li

NeurIPS 2025 Bipolar Self-Attention for Spiking Transformers Shuai Wang, Malu Zhang, Jingya Wang, Dehao Zhang, Yimeng Shan, Jieyuan Zhang, Yichen Xiao, Honglin Cao, Haonan Zhang, Zeyu Ma, Yang Yang, Haizhou Li

NeurIPS 2025 Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling Dehao Zhang, Malu Zhang, Shuai Wang, Jingya Wang, Wenjie Wei, Zeyu Ma, Guoqing Wang, Yang Yang, Haizhou Li

AAAI 2025 Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing Dingyi Zeng, Yuchen Wang, Honglin Cao, Wanlong Liu, Yichen Xiao, Chengzhuo Lu, Wenyu Chen, Malu Zhang, Guoqing Wang, Yang Yang

ICLR 2025 QP-SNN: Quantized and Pruned Spiking Neural Networks Wenjie Wei, Malu Zhang, Zijian Zhou, Ammar Belatreche, Yimeng Shan, Yu Liang, Honglin Cao, Jieyuan Zhang, Yang Yang

ICLR 2025 Quantized Spike-Driven Transformer Xuerui Qiu, Malu Zhang, Jieyuan Zhang, Wenjie Wei, Honglin Cao, Junsheng Guo, Rui-Jie Zhu, Yimeng Shan, Yang Yang, Haizhou Li

CVPR 2025 Rethinking Spiking Self-Attention Mechanism: Implementing A-XNOR Similarity Calculation in Spiking Transformers Yichen Xiao, Shuai Wang, Dehao Zhang, Wenjie Wei, Yimeng Shan, Xiaoli Liu, Yulin Jiang, Malu Zhang

NeurIPS 2025 S$^2$NN: Sub-Bit Spiking Neural Networks Wenjie Wei, Malu Zhang, Jieyuan Zhang, Ammar Belatreche, Shuai Wang, Yimeng Shan, Hanwen Liu, Honglin Cao, Guoqing Wang, Yang Yang, Haizhou Li

ICLR 2025 Spiking Vision Transformer with Saccadic Attention Shuai Wang, Malu Zhang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Yu Liang, Yimeng Shan, Qian Sun, Enqi Zhang, Yang Yang

AAAI 2025 Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism Yu Liang, Wenjie Wei, Ammar Belatreche, Honglin Cao, Zijian Zhou, Shuai Wang, Malu Zhang, Yang Yang

NeurIPS 2025 Unveiling the Spatial-Temporal Effective Receptive Fields of Spiking Neural Networks Jieyuan Zhang, Xiaolong Zhou, Shuai Wang, Wenjie Wei, Hanwen Liu, Qian Sun, Malu Zhang, Yang Yang, Haizhou Li

AAAI 2024 A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators Chen Zhang, Luis Fernando D'Haro, Yiming Chen, Malu Zhang, Haizhou Li

IJCAI 2024 LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network Through Spatial-Temporal Compressive Network Search and Joint Optimization Qianhui Liu, Jiaqi Yan, Malu Zhang, Gang Pan, Haizhou Li

ECCV 2024 Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal Yeying Jin, Xin Li, Jiadong Wang, Yan Zhan, Malu Zhang

AAAI 2024 Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition Jiadong Wang, Zexu Pan, Malu Zhang, Robby T. Tan, Haizhou Li

NeurIPS 2024 Spike-Based Neuromorphic Model for Sound Source Localization Dehao Zhang, Shuai Wang, Ammar Belatreche, Wenjie Wei, Yichen Xiao, Haorui Zheng, Zijian Zhou, Malu Zhang, Yang Yang

CVPR 2023 Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert Jiadong Wang, Xinyuan Qian, Malu Zhang, Robby T. Tan, Haizhou Li

IJCAI 2023 Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks Yuchen Wang, Kexin Shi, Chengzhuo Lu, Yuguo Liu, Malu Zhang, Hong Qu

AAAI 2023 Substructure Aware Graph Neural Networks Dingyi Zeng, Wanlong Liu, Wenyu Chen, Li Zhou, Malu Zhang, Hong Qu

ICCV 2023 Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation Wenjie Wei, Malu Zhang, Hong Qu, Ammar Belatreche, Jian Zhang, Hong Chen

IJCAI 2022 Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion Yuchen Wang, Malu Zhang, Yi Chen, Hong Qu

NeurIPS 2022 Training Spiking Neural Networks with Local Tandem Learning Qu Yang, Jibin Wu, Malu Zhang, Yansong Chua, Xinchao Wang, Haizhou Li

AAAI 2021 Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information Yi Chen, Hong Qu, Malu Zhang, Yuchen Wang

AAAI 2019 MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons Malu Zhang, Jibin Wu, Yansong Chua, Xiaoling Luo, Zihan Pan, Dan Liu, Haizhou Li