Shao-Qun Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Gaussian Process

Ensemble Pruning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Shao-Qun Zhang, Zong-Yi Chen, Yong-Ming Tian, Xun Lu
A Unified Kernel for Neural Network Learning. CoRR (2024)
Shao-Qun Zhang, Fei Wang, Feng-Lei Fan
Neural Network Gaussian Processes by Increasing Depth. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Qi-Jie Li, Qian Sun, Shao-Qun Zhang
Horizon-wise Learning Paradigm Promotes Gene Splicing Identification. CoRR (2024)
Xiao-Dong Bi, Shao-Qun Zhang, Yuan Jiang
MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information. AAAI (2024)
Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
Theoretical Exploration of Flexible Transmitter Model. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
Complex-valued Neurons Can Learn More but Slower than Real-valued Neurons via Gradient Descent. NeurIPS (2023)
Gao Zhang, Shao-Qun Zhang
Lax Extensions of Conical I-Semifilter Monads. Axioms 12 (11) (2023)
Qin-Cheng Zheng, Shen-Huan Lyu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
On the Consistency Rate of Decision Tree Learning Algorithms. AISTATS (2023)
Gao Zhang, Shao-Qun Zhang
On Discrete Presheaf Monads. Axioms 12 (6) (2023)
Cheng-En Yu, Chao Wang, Shao-Qun Zhang
Fault-Tolerant Energy-Efficient LoRaWAN Networking Architecture. MECO (2022)
Shao-Qun Zhang, Wei Gao, Zhi-Hua Zhou
Towards understanding theoretical advantages of complex-reaction networks. Neural Networks 151 (2022)
Gao Zhang, Jin-Hui Wu, Shao-Qun Zhang
On the Approximation and Complexity of Deep Neural Networks to Invariant Functions. CoRR (2022)
Shao-Qun Zhang, Zhi-Hua Zhou
Theoretically Provable Spiking Neural Networks. NeurIPS (2022)
Jin-Hui Wu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
Towards Theoretical Understanding of Flexible Transmitter Networks via Approximation and Local Minima. CoRR (2021)
Shao-Qun Zhang, Feng-Lei Fan
Neural Network Gaussian Processes by Increasing Depth. CoRR (2021)
Zhao-Yu Zhang, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values. ICDM (2021)
Shao-Qun Zhang, Gao Wei, Zhi-Hua Zhou
Towards Understanding Theoretical Advantages of Complex-Reaction Networks. CoRR (2021)
Shao-Qun Zhang, Zhao-Yu Zhang, Zhi-Hua Zhou
Bifurcation Spiking Neural Network. J. Mach. Learn. Res. 22 (2021)
Shao-Qun Zhang, Zhi-Hua Zhou
ARISE: ApeRIodic SEmi-parametric Process for Efficient Markets without Periodogram and Gaussianity Assumptions. CoRR (2021)
Shao-Qun Zhang, Zhi-Hua Zhou
Flexible Transmitter Network. Neural Comput. 33 (11) (2021)
Zhao-Yu Zhang, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values. CoRR (2021)
Shao-Qun Zhang, Zhi-Hua Zhou
Harmonic Recurrent Process for Time Series Forecasting. ECAI (2020)
Shao-Qun Zhang, Zhi-Hua Zhou
Flexible Transmitter Network. CoRR (2020)
Shao-Qun Zhang, Zhi-Hua Zhou
Bifurcation Spiking Neural Network. CoRR (2019)