Shiyun Xu - RankMe

38 papers A* 2A 2C 3Misc 4Journal 21Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Convex Dominance in Deep Learning I: A Scaling Law of Loss and Learning Rate. CoRR Zhiqi Bu, Shiyun Xu, Jialin Mao
2026	J	`jnl`	MS-VBRVQ: Multi-scale variable bitrate speech residual vector quantization. Speech Commun. Yukun Qian, Shiyun Xu, Xuyi Zhuang, Zehua Zhang, Mingjiang Wang
2025	J	`jnl`	A Hessian-informed hyperparameter optimization for differential learning rate. CoRR Shiyun Xu, Zhiqi Bu, Yiliang Zhang, Ian J. Barnett
2025	J	`jnl`	Adaptive parameter-efficient fine-tuning via Hessian-informed subset selection. CoRR Shiyun Xu, Zhiqi Bu
2025	J	`jnl`	FSTF-AN: Fused Sparse Temporal-Frequency Attentive Network for Multi-Channel Speech Enhancement. IEEE Signal Process. Lett. Shiyun Xu, Yinghan Cao, Wenjie Zhang, Zehua Zhang, Mingjiang Wang
2025	A*	`conf`	Gradient descent with generalized Newton's method. ICLR Zhiqi Bu, Shiyun Xu
2025	J	`jnl`	How Bidirectionality Helps Language Models Learn Better via Dynamic Bottleneck Estimation. CoRR Md. Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Chen Chen, Ozlem O. Garibay, Niloofar Yousefi
2025	Misc	`conf`	Hybrid Feature Global Attention Network for Noisy-reverberant Speech Enhancement. ICASSP Zehua Zhang, Shiyun Xu, Yinghan Cao, Changjun He
2025	J	`jnl`	Hybrid lightweight temporal-frequency analysis network for multi-channel speech enhancement. EURASIP J. Audio Speech Music. Process. Yinghan Cao, Shiyun Xu, Wenjie Zhang, Mingjiang Wang, Yun Lu
2025	Misc	`conf`	Joint Training Framework for Accent and Speech Recognition Based on Conformer Low-Rank Adaptation. ICASSP Xuyi Zhuang, Yukun Qian, Shiyun Xu, Mingjiang Wang
2025	J	`jnl`	Resting-state EEG network variability predicts individual working memory behavior. NeuroImage Chunli Chen, Shiyun Xu, Jixuan Zhou, Chanlin Yi, Liang Yu, Dezhong Yao, Yangsong Zhang, Fali Li, Peng Xu
2025	J	`jnl`	SF-AN: A lightweight shuffle Fourier attention network for multi-channel speech enhancement. Speech Commun. Shiyun Xu, Yinghan Cao, Zehua Zhang, Yukun Qian, Changjun He, Mingjiang Wang
2025	J	`jnl`	Two-stage UNet with channel and temporal-frequency attention for multi-channel speech enhancement. Speech Commun. Shiyun Xu, Yinghan Cao, Zehua Zhang, Mingjiang Wang
2024	—	`conf`	A fast evaluation method for static voltage stability margin after transmission line switching considering variable step size. PEAI Zhengwei Shen, Guangru Zhang, Shuonan Hou, Gongwei Xi, Mingjian Fan, Shiyun Xu, Bing Zhao
2024	J	`jnl`	A time-frequency fusion model for multi-channel speech enhancement. EURASIP J. Audio Speech Music. Process. Xiao Zeng, Shiyun Xu, Mingjiang Wang
2024	J	`jnl`	Accelerated Deep Active Learning with Graph-based Sub- Sampling. Trans. Mach. Learn. Res. Dan Kushnir, Shiyun Xu
2024	J	`jnl`	Automatic gradient descent with generalized Newton's method. CoRR Zhiqi Bu, Shiyun Xu
2023	J	`jnl`	Channel and temporal-frequency attention UNet for monaural speech enhancement. EURASIP J. Audio Speech Music. Process. Shiyun Xu, Zehua Zhang, Mingjiang Wang
2023	Misc	`conf`	Half-Temporal and Half-Frequency Attention U ICASSP Zehua Zhang, Shiyun Xu, Xuyi Zhuang, Yukun Qian, Lianyu Zhou, Mingjiang Wang
2023	—	`conf`	Real and imaginary part interaction network for monaural speech enhancement and de-reverberation. APSIPA ASC Zehua Zhang, Changjun He, Shiyun Xu, Mingjiang Wang
2023	—	`conf`	Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity. ECML/PKDD (3) Shiyun Xu, Zhiqi Bu, Pratik Chaudhari, Ian J. Barnett
2023	Misc	`conf`	Two-Stage UNet with Multi-Axis Gated Multilayer Perceptron for Monaural Noisy-Reverberant Speech Enhancement. ICASSP Zehua Zhang, Shiyun Xu, Xuyi Zhuang, Lianyu Zhou, Heng Li, Mingjiang Wang
2022	A*	`conf`	Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy. NeurIPS Zhiqi Bu, Jialin Mao, Shiyun Xu
2022	J	`jnl`	Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy. CoRR Zhiqi Bu, Jialin Mao, Shiyun Xu
2022	J	`jnl`	Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity. CoRR Shiyun Xu, Zhiqi Bu, Pratik Chaudhari, Ian J. Barnett
2021	A	`conf`	A Dynamical View on Optimization Algorithms of Overparameterized Neural Networks. AISTATS Zhiqi Bu, Shiyun Xu, Kan Chen
2021	—	`conf`	Asymptotic Statistical Analysis of Sparse Group LASSO via Approximate Message Passing. ECML/PKDD (3) Kan Chen, Zhiqi Bu, Shiyun Xu
2021	A	`conf`	DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks. AISTATS Shiyun Xu, Zhiqi Bu
2020	J	`jnl`	A Dynamical View on Optimization Algorithms of Overparameterized Neural Networks. CoRR Zhiqi Bu, Shiyun Xu, Kan Chen
2020	J	`jnl`	DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks. CoRR Shiyun Xu
2019	J	`jnl`	An Event-Triggered Secondary Control Strategy With Network Delay in Islanded Microgrids. IEEE Syst. J. Zhanqiang Zhang, Chun-xia Dou, Dong Yue, Bo Zhang, Shiyun Xu, Tasawar Hayat, Ahmed Alsaedi
2018	J	`jnl`	Wide-Area Damping Controller Design Based on the Frequency Domain Self-Excitation Method. J. Control. Sci. Eng. Lei Gao, Yanchao Ma, Yonghui Nie, Shiyun Xu, Xiaojie Chu, Long Peng
2012	J	`jnl`	On parameter-dependent Lyapunov functions for robust fault detection filter design with application in power systems. J. Frankl. Inst. Shiyun Xu, Yong Tang, Huadong Sun, Bing Zhao, Zhan-Ming Chen
2011	C	`conf`	A pendulum-like system approach to the anticipating synchronization of RCL-shunted Josephson junctions. ACC Shiyun Xu, Yong Tang, Huadong Sun, Ziguan Zhou, Ying Yang
2010	—	`conf`	Fuzzy model based fault detection for nonlinear NCS with packet dropout. ICCA Lei Cui, Ying Yang, Shiyun Xu
2010	C	`conf`	Generalized synchronization of coupled Duffing oscillators: an LMI based approach. ACC Shiyun Xu, Ying Yang
2010	C	`conf`	Global robust ℋ-/ℋ∞ synchronization for a class of dynamical networks. ACC Shiyun Xu, Ying Yang
2009	—	`conf`	Robust H CDC Shiyun Xu, Ying Yang