Zihan Huang
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Architectures
(5)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Techniques
(1)
Keywords
spiking neural network
(3)
temporal information
(2)
image captioning
(1)
membrane potential
(1)
spike counts
(1)
fine-grained recognition
(1)
adversarial attack
(1)
adversarial perturbation
(1)
vision-language model
(1)
surrogate gradient
(1)
progressive training
(1)
ann-to-snn conversion
(1)
spiking transformer
(1)
energy consumption
(1)
threshold optimization
(1)
image difference captioning
(1)
image difference
(1)
rate coding
(1)
leaky integrate-and-fire
(1)
residual membrane potential
(1)
Papers
Generalized Threshold Optimization with Harmony Multi-Threshold Neurons for Accurate ANN-to-SNN Conversion
AAAI 2026
Differential Coding for Training-Free ANN-to-SNN Conversion
ICML 2025
Image Difference Captioning via Adversarial Preference Optimization
EMNLP 2025
TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer
ICML 2025
A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model
ICLR 2024
Threaten Spiking Neural Networks through Combining Rate and Temporal Information
ICLR 2024