Malu Zhang

27 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2345-0974 ↗Homepage ↗

Venues

AAAI ×8 NeurIPS ×5 ACM MM ×3 ICLR ×3 ACL ×2 IJCAI ×2 CVPR ×1 ECCV ×1 ICML ×1 InterSpeech ×1

Frequent coauthors

Yang Yang

×16

Wenjie Wei

×15

Shuai Wang

×12

Haizhou Li

×10

Honglin Cao

×9

Ammar Belatreche

×9

Jieyuan Zhang

×8

Yimeng Shan

×8

Dehao Zhang

×8

Yu Liang

×7

Yichen Xiao

×7

Guoqing Wang

×5

Papers

Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models
ACL 2026 ·
Xudong Wang
,
Chaoning Zhang
,
Chenghao Li
,
Shuxu Chen
,
Qigan Sun
,
Jiaquan Zhang
,
Fachrina Dewi Puspitasari
,
Tae-Ho Kim
,
Jiwei Wei
, Malu Zhang,
Guoqing Wang
,
Yang Yang
,
Heng Tao Shen
HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference
AAAI 2026 ·
Hanwen Liu
,
Kexin Shi
,
Jieyuan Zhang
,
Yimeng Shan
,
Jibin Wu
,
Wenyu Chen
, Malu Zhang
Towards Training-Free and Accurate ANN-to-SNN Conversion via Activation-Aware Redistribution
AAAI 2026 ·
Honglin Cao
,
Shuai Wang
,
Zijian Zhou
,
Ammar Belatreche
,
Wenjie Wei
,
Yu Liang
,
Yu Yang
,
Rui Xi
, Malu Zhang,
Haizhou Li
Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers
AAAI 2026 ·
Jingya Wang
,
Xin Deng
,
Wenjie Wei
,
Dehao Zhang
,
Shuai Wang
,
Qian Sun
,
Jieyuan Zhang
,
Hanwen Liu
,
Ning Xie
, Malu Zhang
Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning
AAAI 2025 ·
Yimeng Shan
, Malu Zhang,
Ruijie Zhu
,
Xuerui Qiu
,
Jason K. Eshraghian
,
Haicheng Qu
BSO: Binary Spiking Online Optimization Algorithm
ICML 2025 ·
Yu Liang
,
Yu Yang
,
Wenjie Wei
,
Ammar Belatreche
,
Shuai Wang
, Malu Zhang,
Yang Yang
Binary Event-Driven Spiking Transformer
IJCAI 2025 ·
Honglin Cao
,
Zijian Zhou
,
Wenjie Wei
,
Yu Liang
,
Ammar Belatreche
,
Dehao Zhang
, Malu Zhang,
Yang Yang
,
Haizhou Li
Bipolar Self-attention for Spiking Transformers
NeurIPS 2025 ·
Shuai Wang
, Malu Zhang,
Jingya Wang
,
Dehao Zhang
,
Yimeng Shan
,
Jieyuan Zhang
,
Yichen Xiao
,
Honglin Cao
,
Haonan Zhang
,
Zeyu Ma
,
Yang Yang
,
Haizhou Li
Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling
NeurIPS 2025 ·
Dehao Zhang
, Malu Zhang,
Shuai Wang
,
Jingya Wang
,
Wenjie Wei
,
Zeyu Ma
,
Guoqing Wang
,
Yang Yang
,
Haizhou Li
Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing
AAAI 2025 ·
Dingyi Zeng
,
Yuchen Wang
,
Honglin Cao
,
Wanlong Liu
,
Yichen Xiao
,
Chengzhuo Lu
,
Wenyu Chen
, Malu Zhang,
Guoqing Wang
,
Yang Yang
QP-SNN: Quantized and Pruned Spiking Neural Networks
ICLR 2025 ·
Wenjie Wei
, Malu Zhang,
Zijian Zhou
,
Ammar Belatreche
,
Yimeng Shan
,
Yu Liang
,
Honglin Cao
,
Jieyuan Zhang
,
Yang Yang
Quantized Spike-driven Transformer
ICLR 2025 ·
Xuerui Qiu
, Malu Zhang,
Jieyuan Zhang
,
Wenjie Wei
,
Honglin Cao
,
Junsheng Guo
,
Rui-Jie Zhu
,
Yimeng Shan
,
Yang Yang
,
Haizhou Li
Rethinking Spiking Self-Attention Mechanism: Implementing a-XNOR Similarity Calculation in Spiking Transformers
CVPR 2025 ·
Yichen Xiao
,
Shuai Wang
,
Dehao Zhang
,
Wenjie Wei
,
Yimeng Shan
,
Xiaoli Liu
,
Yulin Jiang
, Malu Zhang
S2NN: Sub-bit Spiking Neural Networks
NeurIPS 2025 ·
Wenjie Wei
, Malu Zhang,
Jieyuan Zhang
,
Ammar Belatreche
,
Shuai Wang
,
Yimeng Shan
,
Hanwen Liu
,
Honglin Cao
,
Guoqing Wang
,
Yang Yang
,
Haizhou Li
Spiking Vision Transformer with Saccadic Attention
ICLR 2025 ·
Shuai Wang
, Malu Zhang,
Dehao Zhang
,
Ammar Belatreche
,
Yichen Xiao
,
Yu Liang
,
Yimeng Shan
,
Qian Sun
,
Enqi Zhang
,
Yang Yang
Temporal-coded Spiking Transformer
ACM MM 2025 ·
Qian Sun
,
Chengzhuo Lu
,
Wenyu Chen
,
Wenjie Wei
,
Jingya Wang
,
Jieyuan Zhang
,
Xiaoli Liu
,
Yalan Ye
,
Yang Yang
, Malu Zhang
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism
AAAI 2025 ·
Yu Liang
,
Wenjie Wei
,
Ammar Belatreche
,
Honglin Cao
,
Zijian Zhou
,
Shuai Wang
, Malu Zhang,
Yang Yang
Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks
NeurIPS 2025 ·
Jieyuan Zhang
,
Xiaolong Zhou
,
Shuai Wang
,
Wenjie Wei
,
Hanwen Liu
,
Qian Sun
, Malu Zhang,
Yang Yang
,
Haizhou Li
A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators
AAAI 2024 ·
Chen Zhang
,
Luis Fernando D'Haro
,
Yiming Chen
, Malu Zhang,
Haizhou Li
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction
ACL 2024 ·
Wanlong Liu
,
Li Zhou
,
Dingyi Zeng
,
Yichen Xiao
,
Shaohuan Cheng
,
Chen Zhang
,
Grandee Lee
, Malu Zhang,
Wenyu Chen
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting
InterSpeech 2024 ·
Shuai Wang
,
Dehao Zhang
,
Kexin Shi
,
Yuchen Wang
,
Wenjie Wei
,
Jibin Wu
, Malu Zhang
JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement
ACM MM 2024 ·
Yuhui Wu
,
Guoqing Wang
,
Zhiwen Wang
,
Yang Yang
,
Tianyu Li
, Malu Zhang,
Chongyi Li
,
Heng Tao Shen
LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization
IJCAI 2024 ·
Qianhui Liu
,
Jiaqi Yan
, Malu Zhang,
Gang Pan
,
Haizhou Li
Q-SNNs: Quantized Spiking Neural Networks
ACM MM 2024 ·
Wenjie Wei
,
Yu Liang
,
Ammar Belatreche
,
Yichen Xiao
,
Honglin Cao
,
Zhenbang Ren
,
Guoqing Wang
, Malu Zhang,
Yang Yang
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal
ECCV 2024 ·
Yeying Jin
,
Xin Li
,
Jiadong Wang
,
Yan Zhang
, Malu Zhang
Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition
AAAI 2024 ·
Jiadong Wang
,
Zexu Pan
, Malu Zhang,
Robby T. Tan
,
Haizhou Li
Spike-based Neuromorphic Model for Sound Source Localization
NeurIPS 2024 ·
Dehao Zhang
,
Shuai Wang
,
Ammar Belatreche
,
Wenjie Wei
,
Yichen Xiao
,
Haorui Zheng
,
Zijian Zhou
, Malu Zhang,
Yang Yang