Haiyan Jiang
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🏆
Grand Slam
Venues
Top co-authors
Research topics
Keywords
spiking neural network
(3)
surrogate gradient
(2)
false discovery rate
(1)
neuronal dynamics
(1)
neuromorphic computing
(1)
feature selection
(1)
batch normalization
(1)
feature importance
(1)
neural network optimization
(1)
membrane potential
(1)
outlier detection
(1)
hierarchical representation
(1)
bayesian linear regression
(1)
novelty detection
(1)
elastic net
(1)
firing rate
(1)
deep neural network
(1)
vision-language model
(1)
model explanation
(1)
activation function
(1)
Papers
HOG-Layout: Hierarchical 3D Scene Generation, Optimization and Editing via Vision-Language Models
CVPR 2026
G–LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint)
AAAI 2024
NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks
ICML 2024
TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
ICLR 2024
A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
ICML 2023
AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control
NeurIPS 2022