A necessary and sufficient condition for stability of LMS-based consensus adaptive filters. - Siyu Xie; Lei Guo 001 (Autom., 2018)

Analysis of Normalized Least Mean Squares-Based Consensus Adaptive Filters under a General Information Condition. - Siyu Xie; Lei Guo 001 (SIAM J. Control. Optim., 2018)

Analysis of Distributed Adaptive Filters Based on Diffusion Strategies Over Sensor Networks. - Siyu Xie; Lei Guo 001 (IEEE Trans. Autom. Control., 2018)

Learning and Prediction Theory of Distributed Least Squares. - Siyu Xie; Yaqi Zhang; Lei Guo 001 (CoRR, 2019)

Analysis of compressed distributed adaptive filters. - Siyu Xie; Lei Guo 001 (Autom., 2020)

Stability of the distributed Kalman filter using general random coefficients. - Die Gan; Siyu Xie; Zhixin Liu 003 (Sci. China Inf. Sci., 2021)

Adaptive Optimization with Periodic Dither Signals. - Siyu Xie; Le Yi Wang (J. Syst. Sci. Complex., 2021)

Convergence of a Distributed Least Squares. - Siyu Xie; Yaqi Zhang; Lei Guo 001 (IEEE Trans. Autom. Control., 2021)

Distribution-Free One-Pass Learning. - Peng Zhao 006; Xinqiang Wang; Siyu Xie; Lei Guo 001; Zhi-Hua Zhou (IEEE Trans. Knowl. Data Eng., 2021)

Impact of Communication Packet Delivery Ratio on Reliability of Optimal Load Tracking and Allocation in DC Microgrids. - Masoud H. Nazari; Siyu Xie; Le Yi Wang; George Yin 001; Wen Chen 007 (IEEE Trans. Smart Grid, 2021)

Analysis of Consensus Adaptive Filters Over Directed and Markovian Switching Networks. - Siyu Xie; Le Yi Wang (ASCC, 2022)

MDAFF-Net: A Multi-scale Dual-attention Feature Fusion Model for Long-term Traffic Prediction. - Yan Kang 003; Siyu Xie; Bin Pu (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Adaptive step size selection in distributed optimization with observation noise and unknown stochastic target variation. - Siyu Xie; Masoud H. Nazari; Le Yi Wang; George Yin 001 (Autom., 2022)

Distributed optimization with Markovian switching targets and stochastic observation noises with applications to DC microgrids. - Siyu Xie; Le Yi Wang; Masoud H. Nazari; Gang George Yin; Gun Li (Sci. China Inf. Sci., 2022)

Diffusion-Based Distributed Parameter Estimation Through Directed Graphs With Switching Topology: Application of Dynamic Regressor Extension and Mixing. - Alexey S. Matveev; Seyed Mostafa Almodarresi; Romeo Ortega; Anton A. Pyrkin; Siyu Xie (IEEE Trans. Autom. Control., 2022)

Stochastic Adaptive Optimization With Dithers. - Siyu Xie; Shu Liang; Le Yi Wang; Gang George Yin; Wen Chen 007 (IEEE Trans. Autom. Control., 2022)

Impact of Stochastic Generation/Load Variations on Distributed Optimal Energy Management in DC Microgrids for Transportation Electrification. - Siyu Xie; Masoud H. Nazari; Le Yi Wang; George Yin 001; Wen Chen 007 (IEEE Trans. Intell. Transp. Syst., 2022)

The Future Can't Help Fix The Past: Assessing Program Repair In The Wild. - Vinay Kabadi; Dezhen Kong; Siyu Xie; Lingfeng Bao; Gede Artha Azriadi Prana; Tien-Duy B. Le; Xuan-Bach Dinh Le 001; David Lo 001 (ICSME, 2023)

Two-Layer Diffusion Adaptive Filters Over Directed Markovian Switching Networks. - Siyu Xie; Die Gan; Zhixin Liu 003 (IEEE Control. Syst. Lett., 2023)

Barrier function-based prescribed-performance adaptive attitude tracking control for spacecraft with uncertainties. - Xinyu Zhang; Zheng Hong Zhu; Siyu Xie; Hui Gao; Gun Li (J. Frankl. Inst., 2023)

Leveraging Deep Learning to Improve Performance of Distributed Optimal Frequency Control Under Communication Failures. - Siyu Xie; Masoud H. Nazari; Farinaz Nezampasandarbabi; Le Yi Wang (IEEE Trans. Smart Grid, 2023)

Adaptive Optimization With Decaying Periodic Dither Signals. - Siyu Xie; Le Yi Wang (IEEE Trans. Autom. Control., 2023)

Distributed Optimal Frequency Control under communication packet loss in multi-agent electric energy systems. - Siyu Xie; Masoud H. Nazari; Le Yi Wang; George Yin 001; Xinyu Zhang (Autom., 2023)

Deep Learning Based Traffic Prediction Method for Digital Twin Network. - Junyu Lai; Zhiyong Chen; Junhong Zhu; Wanyi Ma; Lianqiang Gan; Siyu Xie; Gun Li (Cogn. Comput., 2023)

Tracking Bound of Compressed Distributed Recursive Least Squares with Forgetting Factor. - Shuning Chen; Die Gan; Siyu Xie; Jinhu Lu (ASCC, 2024)

Deployment of Wireless Sensor Network Nodes Based on Multi-Strategy Improved COA. - Chuan Jia; Youfa Fu; Hao Sun; Jianlin Liu; Siyu Xie (CVIPPR, 2024)

Uncertainty-Driven Spectral Compressive Imaging with Spatial-Frequency Transformer. - Lintao Peng; Siyu Xie; Liheng Bian (ECCV (6), 2024)

An AFDM off-grid Channel Estimation Based on Sparse Bayesian Learning. - Fan Yang; Shan Luo 002; Lifan Wu; Dongxiao Song; Rongping Lin; Siyu Xie (ICCT, 2024)

Stability analysis of distributed Kalman filtering algorithm for stochastic regression model. - Siyu Xie; Die Gan; Zhixin Liu 003 (CoRR, 2024)

AFDM signal detection based on message passing scheme. - Lifan Wu; Shan Luo 002; Dongxiao Song; Fan Yang; Rongping Lin; Siyu Xie (Digit. Signal Process., 2024)

CSPPartial-YOLO: A Lightweight YOLO-Based Method for Typical Objects Detection in Remote Sensing Images. - Siyu Xie; Mei Zhou; Chunle Wang; Shisheng Huang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Compressed Least Squares Algorithm of Continuous-Time Linear Stochastic Regression Model Using Sampling Data. - Siyu Xie; Shujun Zhang; Ziming Wang; Die Gan (J. Syst. Sci. Complex., 2024)

Stability of FFLS-Based Diffusion Adaptive Filter Under Cooperative Excitation Condition. - Die Gan; Siyu Xie; Zhixin Liu 003; Jinhu Lü (IEEE Trans. Autom. Control., 2024)

Enhancing Cryptocurrency Trading Strategies: A Deep Reinforcement Learning Approach Integrating Multi-Source LLM Sentiment Analysis. - Nanjiang Du; Yida Zhao; Jintao Wang; Yicheng Zhu; Siyu Xie; Luyao Yang; Yiru Tong; Shengzhe Xu; Wangying Zhang; Zecheng Tang; Kai Xu; Jianfeng Ren; et al. (CIFEr, 2025)

Online distributed optimization algorithm with dynamic regret analysis under unbalanced graphs. - Songquan Yao; Siyu Xie; Tao Li 002 (Autom., 2025)

Event-triggered consensus adaptive filters for target localization. - Chen Peng; Bo Deng; Siyu Xie (J. Frankl. Inst., 2025)

Privacy-preserving distributed adaptive estimation for non-stationary regression data. - Shuning Chen; Die Gan; Siyu Xie; Jinhu Lü (Syst. Control. Lett., 2025)

Uncertainty-Driven Parallel Transformer-Based Segmentation for Oral Disease Dataset. - Lintao Peng; Wenhui Liu; Siyu Xie; Lin Ye; Peng Ye; Fei Xiao; Liheng Bian (IEEE Trans. Image Process., 2025)

Distributed Least Mean Square Estimation With Communication Noises Over Random Graphs. - Xiaozheng Fu; Siyu Xie; Tao Li 002 (IEEE Trans. Signal Inf. Process. over Networks, 2025)

Analysis of the Compressed Distributed Kalman Filter Over Markovian Switching Topology. - Rongjiang Li; Die Gan; Siyu Xie; Haibo Gu; Jinhu Lü (IEEE Trans. Cybern., 2025)

Joint Bitrate Adaptation and Resource Allocation by Leveraging SVC Setting for Wireless Scalable Video Multicast. - Siyu Xie; Qi Jiang 004; Victor C. M. Leung; Zhuo Ma; Kofi Kwarteng Abrokwa (IEEE Wirel. Commun. Lett., 2025)