Siya Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Risk Management

Image Segmentation

Anomaly Detection

Top Venues

Publications

Siya Chen, Chee-Wei Tan
Neural Sum Rate Maximization for AI-Native Wireless Networks: Alternating Direction Method of Multipliers Framework and Algorithm Unrolling. NetAISys@MobiSys (2024)
Kangli Dong, Lu Zhang, Yuming Zhong, Tao Xu, Yue Zhao, Siya Chen, Seedahmed S. Mahmoud, Qiang Fang
Meso-scale reorganization of local-global brain networks under mild sedation of propofol anesthesia. NeuroImage 297 (2024)
Siya Chen, Luyan Ji, Kexin Li, Peng Zhang, Hairong Tang
The Spatio-Temporal Variation of Vegetation and Its Driving Factors during the Recent 20 Years in Beijing. Remote. Sens. 16 (5) (2024)
Siya Chen, Haotian Wu, Guang Jin
Causal structure learning for high-dimensional non-stationary time series. Knowl. Based Syst. 295 (2024)
Ching Nam Hang, Pei-Duo Yu, Siya Chen, Chee-Wei Tan, Guanrong Chen
MEGA: Machine Learning-Enhanced Graph Analytics for Infodemic Risk Management. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Siya Chen, Chee-Wei Tan
Neural Sum Rate Maximization with Deep Unrolling. GLOBECOM (2023)
Siya Chen, Pei-Duo Yu, Chee-Wei Tan, H. Vincent Poor
Identifying the Superspreader in Proactive Backward Contact Tracing by Deep Learning. CISS (2022)
Zefan Zeng, Guang Jin, Chi Xu, Siya Chen, Zhelong Zeng, Lu Zhang
Satellite Telemetry Data Anomaly Detection Using Causal Network and Feature-Attention-Based LSTM. IEEE Trans. Instrum. Meas. 71 (2022)
Siya Chen, Pei-Duo Yu, Chee-Wei Tan, H. Vincent Poor
DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks with Graph Neural Networks. CoRR (2022)
Congduan Li, Siya Chen, Chee-Wei Tan
Fast Breadth-First Search Approximation for Epidemic Source Inference. CISS (2022)
Siya Chen, Hongyan Zhang, Hangxing Yang
Urban Functional Zone Recognition Integrating Multisource Geographic Data. Remote. Sens. 13 (23) (2021)
Congduan Li, Chee-Wei Tan, Jingting Li, Siya Chen
Fault-Tolerant Computation Meets Network Coding: Optimal Scheduling in Parallel Computing. GLOBECOM (2021)
Siya Chen, Jin G., Xinyu Ma
Satellite On-Orbit Anomaly Detection Method Based on a Dynamic Threshold and Causality Pruning. IEEE Access 9 (2021)
Siya Chen, Jianwen Feng, Jingyi Wang, Yi Zhao
Almost sure exponential synchronization of drive-response stochastic memristive neural networks. Appl. Math. Comput. 383 (2020)
Siya Chen, Hongyan Zhang, Tieli Sun, Jianjun Zhao, Xiaoyi Guo
Remote Sensing Image Classification Using the Spectral-Spatial Distance Based on Information Content. Sensors 18 (10) (2018)
Jianwen Feng, Siya Chen, Jingyi Wang, Yi Zhao
Quasi-Synchronization of Coupled Nonlinear Memristive Neural Networks With Time Delays by Pinning Control. IEEE Access 6 (2018)
Siya Chen, Tieli Sun, Fengqin Yang, Hongguang Sun, Yu Guan
An improved optimum-path forest clustering algorithm for remote sensing image segmentation. Comput. Geosci. 112 (2018)