Shiyun Xu

According to our database, Shiyun Xu authored at least 33 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Hybrid lightweight temporal-frequency analysis network for multi-channel speech enhancement.

Yinghan Cao, Shiyun Xu, Wenjie Zhang, Mingjiang Wang, Yun Lu

EURASIP J. Audio Speech Music. Process., December, 2025

How Bidirectionality Helps Language Models Learn Better via Dynamic Bottleneck Estimation.

Md. Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Chen Chen, Ozlem O. Garibay, Niloofar Yousefi

CoRR, June, 2025

Adaptive parameter-efficient fine-tuning via Hessian-informed subset selection.

Shiyun Xu, Zhiqi Bu

CoRR, May, 2025

A Hessian-informed hyperparameter optimization for differential learning rate.

Shiyun Xu, Zhiqi Bu, Yiliang Zhang, Ian J. Barnett

CoRR, January, 2025

FSTF-AN: Fused Sparse Temporal-Frequency Attentive Network for Multi-Channel Speech Enhancement.

Shiyun Xu, Yinghan Cao, Wenjie Zhang, Zehua Zhang, Mingjiang Wang

IEEE Signal Process. Lett., 2025

Two-stage UNet with channel and temporal-frequency attention for multi-channel speech enhancement.

Shiyun Xu, Yinghan Cao, Zehua Zhang, Mingjiang Wang

Speech Commun., 2025

SF-AN: A lightweight shuffle Fourier attention network for multi-channel speech enhancement.

Shiyun Xu, Yinghan Cao, Zehua Zhang, Yukun Qian, Changjun He, Mingjiang Wang

Speech Commun., 2025

Resting-state EEG network variability predicts individual working memory behavior.

Chunli Chen, Shiyun Xu, Jixuan Zhou, Chanlin Yi, Liang Yu, Dezhong Yao, Yangsong Zhang, Fali Li, Peng Xu

NeuroImage, 2025

Gradient descent with generalized Newton's method.

Zhiqi Bu, Shiyun Xu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Joint Training Framework for Accent and Speech Recognition Based on Conformer Low-Rank Adaptation.

Xuyi Zhuang, Yukun Qian, Shiyun Xu, Mingjiang Wang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Hybrid Feature Global Attention Network for Noisy-reverberant Speech Enhancement.

Zehua Zhang, Shiyun Xu, Yinghan Cao, Changjun He

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

A time-frequency fusion model for multi-channel speech enhancement.

Xiao Zeng, Shiyun Xu, Mingjiang Wang

EURASIP J. Audio Speech Music. Process., December, 2024

Accelerated Deep Active Learning with Graph-based Sub- Sampling.

Dan Kushnir, Shiyun Xu

Trans. Mach. Learn. Res., 2024

Automatic gradient descent with generalized Newton's method.

Zhiqi Bu, Shiyun Xu

CoRR, 2024

A fast evaluation method for static voltage stability margin after transmission line switching considering variable step size.

Zhengwei Shen, Guangru Zhang, Shuonan Hou, Gongwei Xi, Mingjian Fan, Shiyun Xu, Bing Zhao

Proceedings of the 2024 International Conference on Power Electronics and Artificial Intelligence, 2024

2023

Channel and temporal-frequency attention UNet for monaural speech enhancement.

Shiyun Xu, Zehua Zhang, Mingjiang Wang

EURASIP J. Audio Speech Music. Process., December, 2023

Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity.

Shiyun Xu, Zhiqi Bu, Pratik Chaudhari, Ian J. Barnett

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Two-Stage UNet with Multi-Axis Gated Multilayer Perceptron for Monaural Noisy-Reverberant Speech Enhancement.

Zehua Zhang, Shiyun Xu, Xuyi Zhuang, Lianyu Zhou, Heng Li, Mingjiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

Half-Temporal and Half-Frequency Attention U²Net for Speech Signal Improvement.

Zehua Zhang, Shiyun Xu, Xuyi Zhuang, Yukun Qian, Lianyu Zhou, Mingjiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

Real and imaginary part interaction network for monaural speech enhancement and de-reverberation.

Zehua Zhang, Changjun He, Shiyun Xu, Mingjiang Wang

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022

Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy.

Zhiqi Bu, Jialin Mao, Shiyun Xu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Asymptotic Statistical Analysis of Sparse Group LASSO via Approximate Message Passing.

Kan Chen, Zhiqi Bu, Shiyun Xu

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks.

Shiyun Xu, Zhiqi Bu

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

A Dynamical View on Optimization Algorithms of Overparameterized Neural Networks.

Zhiqi Bu, Shiyun Xu, Kan Chen

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks.

Shiyun Xu

CoRR, 2020

2019

An Event-Triggered Secondary Control Strategy With Network Delay in Islanded Microgrids.

Zhanqiang Zhang, Chun-xia Dou, Dong Yue, Bo Zhang, Shiyun Xu, Tasawar Hayat, Ahmed Alsaedi

IEEE Syst. J., 2019

2018

Wide-Area Damping Controller Design Based on the Frequency Domain Self-Excitation Method.

Lei Gao, Yanchao Ma, Yonghui Nie, Shiyun Xu, Xiaojie Chu, Long Peng

J. Control. Sci. Eng., 2018

2012

On parameter-dependent Lyapunov functions for robust fault detection filter design with application in power systems.

Shiyun Xu, Yong Tang, Huadong Sun, Bing Zhao, Zhan-Ming Chen

J. Frankl. Inst., 2012

2011

A pendulum-like system approach to the anticipating synchronization of RCL-shunted Josephson junctions.

Shiyun Xu, Yong Tang, Huadong Sun, Ziguan Zhou, Ying Yang

Proceedings of the American Control Conference, 2011

2010

Fuzzy model based fault detection for nonlinear NCS with packet dropout.

Lei Cui, Ying Yang, Shiyun Xu

Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

Global robust ℋ-/ℋ∞ synchronization for a class of dynamical networks.

Shiyun Xu, Ying Yang

Proceedings of the American Control Conference, 2010

Generalized synchronization of coupled Duffing oscillators: an LMI based approach.

Shiyun Xu, Ying Yang

Proceedings of the American Control Conference, 2010

2009

Robust H_infinity synchronization of chaotic pendulum-like systems.

Shiyun Xu, Ying Yang

Proceedings of the 48th IEEE Conference on Decision and Control, 2009