Siya Chen

According to our database, Siya Chen authored at least 21 papers between 2018 and 2026.

Collaborative distances:

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

2026

A causal inference-based root cause analysis framework using multi-modal data in large-complex system.

Siya Chen, Xi Long, Jun Fan, Guang Jin

Reliab. Eng. Syst. Saf., 2026

2025

DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks With Graph Neural Networks.

Chee-Wei Tan, Pei-Duo Yu, Siya Chen, H. Vincent Poor

IEEE Trans. Signal Inf. Process. over Networks, 2025

Exploring the impact of APOE ɛ4 on functional connectivity in Alzheimer's disease across cognitive impairment levels.

Kangli Dong, Wei Liang, Ting Hou, Zhijie Lu, Yixuan Hao, Chenrui Li, Yue Qiu, Nan Kong, Yan Cheng, Yaqi Wen, Wanyin Ma, Wenbin Zheng, Jitian Guan, Yan Lin, Kai Huang, Lu Zhang, Siya Chen, Xiangyuan Ma, Renhua Wu, Naili Wei

NeuroImage, 2025

2024

The Spatio-Temporal Variation of Vegetation and Its Driving Factors during the Recent 20 Years in Beijing.

Siya Chen, Luyan Ji, Kexin Li, Peng Zhang, Hairong Tang

Remote. Sens., March, 2024

Meso-scale reorganization of local-global brain networks under mild sedation of propofol anesthesia.

Kangli Dong, Lu Zhang, Yuming Zhong, Tao Xu, Yue Zhao, Siya Chen, Seedahmed S. Mahmoud, Qiang Fang

NeuroImage, 2024

Causal structure learning for high-dimensional non-stationary time series.

Siya Chen, Haotian Wu, Guang Jin

Knowl. Based Syst., 2024

OpenRANet: Neuralized Spectrum Access by Joint Subcarrier and Power Allocation with Optimization-based Deep Learning.

Siya Chen, Chee Wei Tan, Xiangping Zhai, H. Vincent Poor

CoRR, 2024

Neural Sum Rate Maximization for AI-Native Wireless Networks: Alternating Direction Method of Multipliers Framework and Algorithm Unrolling.

Siya Chen, Chee-Wei Tan

Proceedings of the 2nd International Workshop on Networked AI Systems, 2024

Continual Semantic Segmentation via Mask-Based Class Rebalancing.

Yongjie Guo, Siya Chen, Hongjian You

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023

MEGA: Machine Learning-Enhanced Graph Analytics for Infodemic Risk Management.

Ching Nam Hang, Pei-Duo Yu, Siya Chen, Chee-Wei Tan, Guanrong Chen

IEEE J. Biomed. Health Informatics, December, 2023

Neural Sum Rate Maximization with Deep Unrolling.

Siya Chen, Chee-Wei Tan

Proceedings of the IEEE Global Communications Conference, 2023

2022

Satellite Telemetry Data Anomaly Detection Using Causal Network and Feature-Attention-Based LSTM.

Zefan Zeng, Guang Jin, Chi Xu, Siya Chen, Zhelong Zeng, Lu Zhang

IEEE Trans. Instrum. Meas., 2022

Fast Breadth-First Search Approximation for Epidemic Source Inference.

Congduan Li, Siya Chen, Chee-Wei Tan

Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

Identifying the Superspreader in Proactive Backward Contact Tracing by Deep Learning.

Siya Chen, Pei-Duo Yu, Chee-Wei Tan, H. Vincent Poor

Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

2021

Urban Functional Zone Recognition Integrating Multisource Geographic Data.

Siya Chen, Hongyan Zhang, Hangxing Yang

Remote. Sens., 2021

Satellite On-Orbit Anomaly Detection Method Based on a Dynamic Threshold and Causality Pruning.

Siya Chen, Jin G., Xinyu Ma

IEEE Access, 2021

Fault-Tolerant Computation Meets Network Coding: Optimal Scheduling in Parallel Computing.

Congduan Li, Chee-Wei Tan, Jingting Li, Siya Chen

Proceedings of the IEEE Global Communications Conference, 2021

2020

Almost sure exponential synchronization of drive-response stochastic memristive neural networks.

Siya Chen, Jianwen Feng, Jingyi Wang, Yi Zhao

Appl. Math. Comput., 2020

2018

Remote Sensing Image Classification Using the Spectral-Spatial Distance Based on Information Content.

Siya Chen, Hongyan Zhang, Tieli Sun, Jianjun Zhao, Xiaoyi Guo

Sensors, 2018

An improved optimum-path forest clustering algorithm for remote sensing image segmentation.

Siya Chen, Tieli Sun, Fengqin Yang, Hongguang Sun, Yu Guan

Comput. Geosci., 2018

Quasi-Synchronization of Coupled Nonlinear Memristive Neural Networks With Time Delays by Pinning Control.

Jianwen Feng, Siya Chen, Jingyi Wang, Yi Zhao

IEEE Access, 2018