Siya Chen

25 papers A 1B 2Misc 2Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A causal inference-based root cause analysis framework using multi-modal data in large-complex system.
Reliab. Eng. Syst. Saf.
Siya Chen, Xi Long, Jun Fan, Guang Jin
2026 J jnl
Deep Reinforcement Learning Based Block Coordinate Descent for Downlink Weighted Sum-rate Maximization on AI-Native Wireless Networks.
CoRR
Siya Chen, Chee-Wei Tan, H. Vincent Poor
2026 J jnl
Deep Reinforcement Learning-Based Block Coordinate Descent for Downlink Weighted Sum-Rate Maximization on AI-Native Wireless Networks.
IEEE Trans. Wirel. Commun.
Siya Chen, Chee Wei Tan, H. Vincent Poor
2025 J jnl
DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks With Graph Neural Networks.
IEEE Trans. Signal Inf. Process. over Networks
Chee-Wei Tan, Pei-Duo Yu, Siya Chen, H. Vincent Poor
2025 J jnl
Exploring the impact of APOE ɛ4 on functional connectivity in Alzheimer's disease across cognitive impairment levels.
NeuroImage
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
2025 J jnl
OpenRANet: Neuralized Spectrum Access by Joint Subcarrier and Power Allocation With Optimization-Based Deep Learning.
IEEE Trans. Green Commun. Netw.
Siya Chen, Chee-Wei Tan, Xiangping Bryce Zhai, H. Vincent Poor
2024 J jnl
Causal structure learning for high-dimensional non-stationary time series.
Knowl. Based Syst.
Siya Chen, Haotian Wu, Guang Jin
2024 A conf
Continual Semantic Segmentation via Mask-Based Class Rebalancing.
ICME
Yongjie Guo, Siya Chen, Hongjian You
2024 J jnl
Meso-scale reorganization of local-global brain networks under mild sedation of propofol anesthesia.
NeuroImage
Kangli Dong, Lu Zhang, Yuming Zhong, Tao Xu, Yue Zhao, Siya Chen, Seedahmed S. Mahmoud, Qiang Fang
2024 — conf
Neural Sum Rate Maximization for AI-Native Wireless Networks: Alternating Direction Method of Multipliers Framework and Algorithm Unrolling.
NetAISys@MobiSys
Siya Chen, Chee-Wei Tan
2024 J jnl
OpenRANet: Neuralized Spectrum Access by Joint Subcarrier and Power Allocation with Optimization-based Deep Learning.
CoRR
Siya Chen, Chee Wei Tan, Xiangping Zhai, H. Vincent Poor
2024 J jnl
The Spatio-Temporal Variation of Vegetation and Its Driving Factors during the Recent 20 Years in Beijing.
Remote. Sens.
Siya Chen, Luyan Ji, Kexin Li, Peng Zhang, Hairong Tang
2023 J jnl
MEGA: Machine Learning-Enhanced Graph Analytics for Infodemic Risk Management.
IEEE J. Biomed. Health Informatics
Ching Nam Hang, Pei-Duo Yu, Siya Chen, Chee-Wei Tan, Guanrong Chen
2023 B conf
Neural Sum Rate Maximization with Deep Unrolling.
GLOBECOM
Siya Chen, Chee-Wei Tan
2022 J jnl
DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks with Graph Neural Networks.
CoRR
Chee-Wei Tan, Pei-Duo Yu, Siya Chen, H. Vincent Poor
2022 Misc conf
Fast Breadth-First Search Approximation for Epidemic Source Inference.
CISS
Congduan Li, Siya Chen, Chee-Wei Tan
2022 Misc conf
Identifying the Superspreader in Proactive Backward Contact Tracing by Deep Learning.
CISS
Siya Chen, Pei-Duo Yu, Chee-Wei Tan, H. Vincent Poor
2022 J jnl
Satellite Telemetry Data Anomaly Detection Using Causal Network and Feature-Attention-Based LSTM.
IEEE Trans. Instrum. Meas.
Zefan Zeng, Guang Jin, Chi Xu, Siya Chen, Zhelong Zeng, Lu Zhang
2021 B conf
Fault-Tolerant Computation Meets Network Coding: Optimal Scheduling in Parallel Computing.
GLOBECOM
Congduan Li, Chee-Wei Tan, Jingting Li, Siya Chen
2021 J jnl
Satellite On-Orbit Anomaly Detection Method Based on a Dynamic Threshold and Causality Pruning.
IEEE Access
Siya Chen, Jin G., Xinyu Ma
2021 J jnl
Urban Functional Zone Recognition Integrating Multisource Geographic Data.
Remote. Sens.
Siya Chen, Hongyan Zhang, Hangxing Yang
2020 J jnl
Almost sure exponential synchronization of drive-response stochastic memristive neural networks.
Appl. Math. Comput.
Siya Chen, Jianwen Feng, Jingyi Wang, Yi Zhao
2018 J jnl
An improved optimum-path forest clustering algorithm for remote sensing image segmentation.
Comput. Geosci.
Siya Chen, Tieli Sun, Fengqin Yang, Hongguang Sun, Yu Guan
2018 J jnl
Quasi-Synchronization of Coupled Nonlinear Memristive Neural Networks With Time Delays by Pinning Control.
IEEE Access
Jianwen Feng, Siya Chen, Jingyi Wang, Yi Zhao
2018 J jnl
Remote Sensing Image Classification Using the Spectral-Spatial Distance Based on Information Content.
Sensors
Siya Chen, Hongyan Zhang, Tieli Sun, Jianjun Zhao, Xiaoyi Guo