Shao-Qun Zhang
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Keywords
spiking neural network
(3)
decision tree
(2)
complex-valued neural network
(2)
convergence rate
(2)
dynamical system
(2)
gradient descent
(2)
neural network theory
(2)
computational efficiency
(1)
universal approximation
(1)
polynomial time
(1)
generalization bound
(1)
greedy algorithm
(1)
approximation theory
(1)
minimum description length
(1)
rademacher complexity
(1)
deep neural network
(1)
kolmogorov complexity
(1)
uncertainty estimation
(1)
computational complexity
(1)
supervised learning
(1)
Papers
On the Impact of Weight Quantization on Deep Neural Network Uncertainty
AAAI 2026
Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent
JMLR 2026
MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information
AAAI 2024
On the Intrinsic Structures of Spiking Neural Networks
JMLR 2024
Complex-valued Neurons Can Learn More but Slower than Real-valued Neurons via Gradient Descent
NeurIPS 2023
On the Consistency Rate of Decision Tree Learning Algorithms
AISTATS 2023
Theoretically Provable Spiking Neural Networks
NeurIPS 2022
Bifurcation Spiking Neural Network
JMLR 2021