Shao-Qun Zhang

31 papers A* 5A 2Journal 23Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
On the Impact of Weight Quantization on Deep Neural Network Uncertainty.
AAAI
Shuang Liang, Xun Lu, Zi-Ang Liu, Ming-Liang Wang, Yan Lyu, Shao-Qun Zhang
2026 J jnl
Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent.
J. Mach. Learn. Res.
Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
2025 J jnl
Depth-induced NTK: Bridging Over-parameterized Neural Networks and Deep Neural Kernels.
CoRR
Yong-Ming Tian, Shuang Liang, Shao-Qun Zhang, Feng-Lei Fan
2025 J jnl
TernaryCLIP: Efficiently Compressing Vision-Language Models with Ternary Weights and Distilled Knowledge.
CoRR
Shu-Hao Zhang, Wei-Cheng Tang, Chen Wu, Peng Hu, Nan Li, Liang-Jie Zhang, Qi Zhang, Shao-Qun Zhang
2025 J jnl
Theoretical Investigation on Inductive Bias of Isolation Forest.
CoRR
Qin-Cheng Zheng, Shao-Qun Zhang, Shen-Huan Lyu, Yuan Jiang, Zhi-Hua Zhou
2024 J jnl
A Unified Kernel for Neural Network Learning.
CoRR
Shao-Qun Zhang, Zong-Yi Chen, Yong-Ming Tian, Xun Lu
2024 J jnl
Horizon-wise Learning Paradigm Promotes Gene Splicing Identification.
CoRR
Qi-Jie Li, Qian Sun, Shao-Qun Zhang
2024 A* conf
MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information.
AAAI
Xiao-Dong Bi, Shao-Qun Zhang, Yuan Jiang
2024 J jnl
Neural Network Gaussian Processes by Increasing Depth.
IEEE Trans. Neural Networks Learn. Syst.
Shao-Qun Zhang, Fei Wang, Feng-Lei Fan
2024 J jnl
On the Intrinsic Structures of Spiking Neural Networks.
J. Mach. Learn. Res.
Shao-Qun Zhang, Jia-Yi Chen, Jin-Hui Wu, Gao Zhang, Huan Xiong, Bin Gu, Zhi-Hua Zhou
2024 J jnl
Theoretical Exploration of Flexible Transmitter Model.
IEEE Trans. Neural Networks Learn. Syst.
Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
2023 A* conf
Complex-valued Neurons Can Learn More but Slower than Real-valued Neurons via Gradient Descent.
NeurIPS
Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
2023 J jnl
Lax Extensions of Conical I-Semifilter Monads.
Axioms
Gao Zhang, Shao-Qun Zhang
2023 J jnl
On Discrete Presheaf Monads.
Axioms
Gao Zhang, Shao-Qun Zhang
2023 A conf
On the Consistency Rate of Decision Tree Learning Algorithms.
AISTATS
Qin-Cheng Zheng, Shen-Huan Lyu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
2022 — conf
Fault-Tolerant Energy-Efficient LoRaWAN Networking Architecture.
MECO
Cheng-En Yu, Chao Wang, Shao-Qun Zhang
2022 J jnl
On the Approximation and Complexity of Deep Neural Networks to Invariant Functions.
CoRR
Gao Zhang, Jin-Hui Wu, Shao-Qun Zhang
2022 J jnl
Structural Stability of Spiking Neural Networks.
CoRR
Gao Zhang, Shao-Qun Zhang
2022 A* conf
Theoretically Provable Spiking Neural Networks.
NeurIPS
Shao-Qun Zhang, Zhi-Hua Zhou
2022 J jnl
Towards understanding theoretical advantages of complex-reaction networks.
Neural Networks
Shao-Qun Zhang, Wei Gao, Zhi-Hua Zhou
2021 J jnl
ARISE: ApeRIodic SEmi-parametric Process for Efficient Markets without Periodogram and Gaussianity Assumptions.
CoRR
Shao-Qun Zhang, Zhi-Hua Zhou
2021 J jnl
Bifurcation Spiking Neural Network.
J. Mach. Learn. Res.
Shao-Qun Zhang, Zhao-Yu Zhang, Zhi-Hua Zhou
2021 J jnl
Flexible Transmitter Network.
Neural Comput.
Shao-Qun Zhang, Zhi-Hua Zhou
2021 A* conf
LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values.
ICDM
Zhao-Yu Zhang, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
2021 J jnl
LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values.
CoRR
Zhao-Yu Zhang, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
2021 J jnl
Neural Network Gaussian Processes by Increasing Depth.
CoRR
Shao-Qun Zhang, Feng-Lei Fan
2021 J jnl
Towards Theoretical Understanding of Flexible Transmitter Networks via Approximation and Local Minima.
CoRR
Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
2021 J jnl
Towards Understanding Theoretical Advantages of Complex-Reaction Networks.
CoRR
Shao-Qun Zhang, Gao Wei, Zhi-Hua Zhou
2020 J jnl
Flexible Transmitter Network.
CoRR
Shao-Qun Zhang, Zhi-Hua Zhou
2020 A conf
Harmonic Recurrent Process for Time Series Forecasting.
ECAI
Shao-Qun Zhang, Zhi-Hua Zhou
2019 J jnl
Bifurcation Spiking Neural Network.
CoRR
Shao-Qun Zhang, Zhi-Hua Zhou