← Authors

Malu Zhang

29 papers · 2019–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (47) πŸ”¬ Deep Specialist (16) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (11) πŸ† Grand Slam πŸ’Ž Century Club (26) πŸ—ƒοΈ Keyword Collector (116) πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer ⚑ Prolific Year (7)

Conferences

AAAI (11) IJCAI (4) ICLR (3) CVPR (2) INTERSPEECH (2) NIPS (2) ACL (1) COLING (1) ECCV (1) ICCV (1) ICML (1)

Top co-authors

Wenjie Wei (11) Haizhou Li (10) Shuai Wang (8) Yang Yang (8) Ammar Belatreche (8) Yimeng Shan (6) Yu Liang (6) Honglin Cao (6) Dehao Zhang (6) Zijian Zhou (5)

Keywords

spiking neural network (15) neuromorphic computing (7) energy efficiency (6) attention mechanism (4) model compression (3) transformer architecture (2) event-driven computing (2) speech recognition (2) model binarization (2) ann-to-snn conversion (2) knowledge distillation (2) event argument extraction (2) edge computing (2) event camera (1) self-attention mechanism (1) video generation (1) visual processing (1) contrastive learning (1) sound source localization (1) information extraction (1)

Papers

Towards Training-Free and Accurate ANN-to-SNN Conversion via Activation-Aware Redistribution AAAI 2026
HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference AAAI 2026
Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers AAAI 2026
Spiking Vision Transformer with Saccadic Attention ICLR 2025
QP-SNN: Quantized and Pruned Spiking Neural Networks ICLR 2025
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025
Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning AAAI 2025
Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing AAAI 2025
A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025
Rethinking Spiking Self-Attention Mechanism: Implementing a-XNOR Similarity Calculation in Spiking Transformers CVPR 2025
Binary Event-Driven Spiking Transformer IJCAI 2025
BSO: Binary Spiking Online Optimization Algorithm ICML 2025
Quantized Spike-driven Transformer ICLR 2025
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal ECCV 2024
Spike-based Neuromorphic Model for Sound Source Localization NIPS 2024
Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition AAAI 2024
A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators AAAI 2024
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction ACL 2024
LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization IJCAI 2024
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting INTERSPEECH 2024
Substructure Aware Graph Neural Networks AAAI 2023
Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks IJCAI 2023
Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation ICCV 2023
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert CVPR 2023
Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion IJCAI 2022
Training Spiking Neural Networks with Local Tandem Learning NIPS 2022
Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information AAAI 2021
Robust Sound Recognition: A Neuromorphic Approach INTERSPEECH 2019
MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons AAAI 2019