Quasi-Synchronization of Coupled Nonlinear Memristive Neural Networks With Time Delays by Pinning Control. - Jianwen Feng; Siya Chen; Jingyi Wang 001; Yi Zhao 002 (IEEE Access, 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)

Remote Sensing Image Classification Using the Spectral-Spatial Distance Based on Information Content. - Siya Chen; Hongyan Zhang; Tieli Sun; Jianjun Zhao 002; Xiaoyi Guo (Sensors, 2018)

Almost sure exponential synchronization of drive-response stochastic memristive neural networks. - Siya Chen; Jianwen Feng; Jingyi Wang 001; Yi Zhao 002 (Appl. Math. Comput., 2020)

Fault-Tolerant Computation Meets Network Coding: Optimal Scheduling in Parallel Computing. - Congduan Li; Chee-Wei Tan 001; Jingting Li 002; Siya Chen (GLOBECOM, 2021)

Satellite On-Orbit Anomaly Detection Method Based on a Dynamic Threshold and Causality Pruning. - Siya Chen; Jin G.; Xinyu Ma (IEEE Access, 2021)

Urban Functional Zone Recognition Integrating Multisource Geographic Data. - Siya Chen; Hongyan Zhang; Hangxing Yang (Remote. Sens., 2021)

Identifying the Superspreader in Proactive Backward Contact Tracing by Deep Learning. - Siya Chen; Pei-Duo Yu; Chee-Wei Tan 001; H. Vincent Poor (CISS, 2022)

Fast Breadth-First Search Approximation for Epidemic Source Inference. - Congduan Li; Siya Chen; Chee-Wei Tan 001 (CISS, 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)

Neural Sum Rate Maximization with Deep Unrolling. - Siya Chen; Chee-Wei Tan 001 (GLOBECOM, 2023)

MEGA: Machine Learning-Enhanced Graph Analytics for Infodemic Risk Management. - Ching Nam Hang; Pei-Duo Yu; Siya Chen; Chee-Wei Tan 001; Guanrong Chen (IEEE J. Biomed. Health Informatics, 2023)

Continual Semantic Segmentation via Mask-Based Class Rebalancing. - Yongjie Guo; Siya Chen; Hongjian You (ICME, 2024)

Neural Sum Rate Maximization for AI-Native Wireless Networks: Alternating Direction Method of Multipliers Framework and Algorithm Unrolling. - Siya Chen; Chee-Wei Tan 001 (NetAISys@MobiSys, 2024)

OpenRANet: Neuralized Spectrum Access by Joint Subcarrier and Power Allocation with Optimization-based Deep Learning. - Siya Chen; Chee Wei Tan 001; Xiangping Zhai 001; H. Vincent Poor (CoRR, 2024)

Causal structure learning for high-dimensional non-stationary time series. - Siya Chen; Haotian Wu; Guang Jin (Knowl. Based Syst., 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)

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 001; Hairong Tang (Remote. Sens., 2024)

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; et al. (NeuroImage, 2025)

DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks With Graph Neural Networks. - Chee-Wei Tan 001; Pei-Duo Yu; Siya Chen; H. Vincent Poor (IEEE Trans. Signal Inf. Process. over Networks, 2025)

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)