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Malu Zhang

31 papers · 2019–2026 · 11 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (43) 🌍 Conference Polyglot Β· Gold πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (12) πŸ”¬ Deep Specialist (20) πŸ† Grand Slam πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Prolific πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (6) πŸ—ƒοΈ Keyword Collector (134)

Venues

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

Top co-authors

Wenjie Wei (12) Shuai Wang (10) Haizhou Li (10) Yang Yang (9) Ammar Belatreche (8) Dehao Zhang (7) Yimeng Shan (7) Jieyuan Zhang (6) Jibin Wu (6) Honglin Cao (6)

Research topics

Deep Learning (27) Machine Learning (23) Architectures (23) Artificial Intelligence (16) Core AI Β· Artificial Intelligence (16) Application Areas (12) Techniques (7) Core Methods (6) Optimization & Theory Β· Machine Learning (6) Computer Vision (5) Learning Types Β· Machine Learning (5) Learning Types Β· Deep Learning (5) Optimization & Theory Β· Deep Learning (5) Natural Language Processing (3) Core AI Β· Computer Vision (3)

Keywords

spiking neural network (20) energy efficiency (9) neuromorphic computing (8) attention mechanism (4) model compression (4) transformer architecture (3) edge computing (3) knowledge distillation (3) speech recognition (2) event-driven computing (2) neural network quantization (2) model binarization (2) spiking transformer (2) event argument extraction (2) event camera (2) ann-to-snn conversion (2) visual processing (1) sound source localization (1) contrastive learning (1) temporal dynamics (1)

Papers

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