Shao-Qun Zhang
7 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (10) π Academic Marathon (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
Conferences
AAAI (2)
JMLR (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
spiking neural network
(3)
neural network theory
(2)
decision tree
(2)
dynamical system
(2)
computational efficiency
(1)
gradient descent
(1)
kolmogorov complexity
(1)
rademacher complexity
(1)
minimum description length
(1)
polynomial time
(1)
generalization bound
(1)
greedy algorithm
(1)
convergence rate
(1)
deep neural network
(1)
uncertainty estimation
(1)
approximation theory
(1)
weight quantization
(1)
consistency rate
(1)
purity gain
(1)
regression tree
(1)
Papers
On the Impact of Weight Quantization on Deep Neural Network Uncertainty
AAAI 2026
On the Intrinsic Structures of Spiking Neural Networks
JMLR 2024
MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information
AAAI 2024
On the Consistency Rate of Decision Tree Learning Algorithms
AISTATS 2023
Complex-valued Neurons Can Learn More but Slower than Real-valued Neurons via Gradient Descent
NIPS 2023
Theoretically Provable Spiking Neural Networks
NIPS 2022
Bifurcation Spiking Neural Network
JMLR 2021