Robust Hinfinity synchronization of chaotic pendulum-like systems. - Shiyun Xu; Ying Yang (CDC, 2009)

Generalized synchronization of coupled Duffing oscillators: an LMI based approach. - Shiyun Xu; Ying Yang (ACC, 2010)

Global robust ℋ-/ℋ∞ synchronization for a class of dynamical networks. - Shiyun Xu; Ying Yang (ACC, 2010)

Fuzzy model based fault detection for nonlinear NCS with packet dropout. - Lei Cui; Ying Yang; Shiyun Xu (ICCA, 2010)

A pendulum-like system approach to the anticipating synchronization of RCL-shunted Josephson junctions. - Shiyun Xu; Yong Tang; Huadong Sun; Ziguan Zhou; Ying Yang (ACC, 2011)

On parameter-dependent Lyapunov functions for robust fault detection filter design with application in power systems. - Shiyun Xu; Yong Tang; Huadong Sun; Bing Zhao 001; Zhan-Ming Chen (J. Frankl. Inst., 2012)

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)

An Event-Triggered Secondary Control Strategy With Network Delay in Islanded Microgrids. - Zhanqiang Zhang; Chun-xia Dou; Dong Yue 001; Bo Zhang 068; Shiyun Xu; Tasawar Hayat; Ahmed Alsaedi (IEEE Syst. J., 2019)

DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks. - Shiyun Xu (CoRR, 2020)

A Dynamical View on Optimization Algorithms of Overparameterized Neural Networks. - Zhiqi Bu; Shiyun Xu; Kan Chen (AISTATS, 2021)

DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks. - Shiyun Xu; Zhiqi Bu (AISTATS, 2021)

Asymptotic Statistical Analysis of Sparse Group LASSO via Approximate Message Passing. - Kan Chen; Zhiqi Bu; Shiyun Xu (ECML/PKDD (3), 2021)

Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy. - Zhiqi Bu; Jialin Mao; Shiyun Xu (NeurIPS, 2022)

Real and imaginary part interaction network for monaural speech enhancement and de-reverberation. - Zehua Zhang; Changjun He; Shiyun Xu; Mingjiang Wang (APSIPA ASC, 2023)

Half-Temporal and Half-Frequency Attention U2Net for Speech Signal Improvement. - Zehua Zhang; Shiyun Xu; Xuyi Zhuang; Yukun Qian; Lianyu Zhou; Mingjiang Wang (ICASSP, 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 013; Mingjiang Wang (ICASSP, 2023)

Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity. - Shiyun Xu; Zhiqi Bu; Pratik Chaudhari; Ian J. Barnett (ECML/PKDD (3), 2023)

Channel and temporal-frequency attention UNet for monaural speech enhancement. - Shiyun Xu; Zehua Zhang; Mingjiang Wang (EURASIP J. Audio Speech Music. Process., 2023)

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 (PEAI, 2024)

Automatic gradient descent with generalized Newton's method. - Zhiqi Bu; Shiyun Xu (CoRR, 2024)

Accelerated Deep Active Learning with Graph-based Sub- Sampling. - Dan Kushnir; Shiyun Xu (Trans. Mach. Learn. Res., 2024)

A time-frequency fusion model for multi-channel speech enhancement. - Xiao Zeng; Shiyun Xu; Mingjiang Wang (EURASIP J. Audio Speech Music. Process., 2024)

Hybrid Feature Global Attention Network for Noisy-reverberant Speech Enhancement. - Zehua Zhang; Shiyun Xu; Yinghan Cao; Changjun He (ICASSP, 2025)

Joint Training Framework for Accent and Speech Recognition Based on Conformer Low-Rank Adaptation. - Xuyi Zhuang; Yukun Qian; Shiyun Xu; Mingjiang Wang (ICASSP, 2025)

Gradient descent with generalized Newton's method. - Zhiqi Bu; Shiyun Xu (ICLR, 2025)

Resting-state EEG network variability predicts individual working memory behavior. - Chunli Chen; Shiyun Xu; Jixuan Zhou; Chanlin Yi; Liang Yu; Dezhong Yao 001; Yangsong Zhang; Fali Li; Peng Xu 001 (NeuroImage, 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)

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)

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)

A Hessian-informed hyperparameter optimization for differential learning rate. - Shiyun Xu; Zhiqi Bu; Yiliang Zhang; Ian J. Barnett (CoRR, 2025)

Adaptive parameter-efficient fine-tuning via Hessian-informed subset selection. - Shiyun Xu; Zhiqi Bu (CoRR, 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 001 (CoRR, 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., 2025)