Wenzhan Song

66 papers A* 2A 2B 7C 2Misc 2Journal 42Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Boosting Efficient Experience Exchange in Sparse-Reward Multi-Agent Reinforcement Learning.
Mach. Learn.
Jianan Zhang, Zaipeng Xie, Nuo Yang, Juguang Jin, Wenzhan Song
2026 J jnl
RhoMARL: Robust Learning for Heterogeneous Multi-agent Systems in Dynamic Environments.
Mach. Learn.
Zaipeng Xie, Wenhao Fang, Chentai Qiao, Yiming Zhao, Wenzhan Song
2026 J jnl
S2TE: Staged Scale-Free Topology Evolution for Sparse Spiking Neural Networks.
Mach. Learn.
Zaipeng Xie, Wei Zhu, Peixin Li, Haotian Ding, Wenzhan Song
2025 A conf
3D Plant Root Skeleton Detection and Extraction.
IROS
Jiakai Lin, Jinchang Zhang, Ge Jin, Wenzhan Song, Tianming Liu, Guoyu Lu
2025 J jnl
3D Plant Root Skeleton Detection and Extraction.
CoRR
Jiakai Lin, Jinchang Zhang, Ge Jin, Wenzhan Song, Tianming Liu, Guoyu Lu
2025 A* conf
AERAS: Adaptive Experience Replay with Attention-Based Sequence Embedding for Improved Multi-Agent Reinforcement Learning.
ICRA
Zaipeng Xie, Sitong Shen, Yaowu Wang, Wenhao Fang, Wenzhan Song
2025 B conf
Blood Pressure Estimation from Vibration Signals via Coarse-to-Fine Contrastive Learning, Feature Selection and Synthesis.
CHASE
Yida Zhang, Jiayu Chen, Yingjian Song, Zixuan Zeng, Xiang Zhang, Qin Lu, Bradley G. Phillips, Zaipeng Xie, Wenzhan Song
2025 J jnl
Multi-granularity Supervised Contrastive Learning with Online Adaptation for Contactless In-bed Posture Classification.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yingjian Song, Haotian Xiang, Zixuan Zeng, Jiayu Chen, Yida Zhang, Zaid Farooq Pitafi, He Yang, Qin Lu, Xiang Zhang, Bradley G. Phillips, Fei Dou, Wenzhan Song
2025 J jnl
Online Adaptive Anomaly Detection in Networked Electrical Machines by Adaptive Enveloped Singular Spectrum Transformation.
IEEE Internet Things J.
Shushan Wu, Bowen Yang, He Yang, Stephen James Coshatt, Xilin Gong, Ramviyas Parasuraman, Justin Conrad, Roberto Perdisci, Wenxuan Zhong, Jin Ye, Ping Ma, Wenzhan Song
2025 J jnl
Web3DB: Web 3.0 RDBMS for Individual Data Ownership.
CoRR
Shankha Shubhra Mukherjee, Wenyi Tang, Gustavo Prado Fenzi Aniceto, Jake Chandler, Wenzhan Song, Taeho Jung
2024 — conf
CageDot: Contactless Animal Activity Monitoring System to Follow Infectious Disease Progress.
ICC
Zaid Farooq Pitafi, Melissa Sleda, Silvia N. J. Moreno, S. Mark Tompkins, Benjamin M. Brainard, Wenzhan Song
2024 J jnl
Distribution System Flexibility Characterization: A Network-Informed Data-Driven Approach.
IEEE Trans. Smart Grid
Qi Li, Jianzhe Liu, Bai Cui, Wenzhan Song, Jin Ye
2024 J jnl
Editorial: Special Issue on Cyber-Physical Security and Zero Trust.
ACM Trans. Sens. Networks
Fangyu Li, Wenzhan Song, XiaoHua Xu
2024 J jnl
Engagement-Free and Contactless Bed Occupancy and Vital Signs Monitoring.
IEEE Internet Things J.
Yingjian Song, Bingnan Li, Dan Luo, Zaipeng Xie, Bradley G. Phillips, Yuan Ke, Wenzhan Song
2024 J jnl
How to evaluate your medical time series classification?
CoRR
Yihe Wang, Taida Li, Yujun Yan, Wenzhan Song, Xiang Zhang
2024 J jnl
Model-Based Detection Scheme for Spoofed Sensor Data in Grid-Connected Inverters.
IEEE Trans. Ind. Electron.
Jinan Zhang, Mateo D. Roig Greidanus, Sudip K. Mazumder, Jin Ye, Wenzhan Song, Homer Alan Mantooth
2024 J jnl
Mutual information oriented deep skill chaining for multi-agent reinforcement learning.
CAAI Trans. Intell. Technol.
Zaipeng Xie, Cheng Ji, Chentai Qiao, Wenzhan Song, Zewen Li, Yufeng Zhang, Yujing Zhang
2024 Misc conf
Poster: A Contactless Health Monitoring System for Humans and Animals.
SenSys
Yingjian Song, Zaid Farooq Pitafi, Zixuan Zeng, Jiayu Chen, Yida Zhang, Bradley G. Phillips, Benjamin M. Brainard, Wenzhan Song
2024 — conf
Real-Time Continuous Blood Pressure Estimation with Contact-Free Bedseismogram.
ICC
Yingjian Song, Bingnan Li, Dan Luo, Glenna S. Brewster Glasgow, Bradley G. Phillips, Yuan Ke, Wenzhan Song
2024 — conf
Route Planning for Electric Vehicles with Charging Constraints.
VTC Fall
Aiman Munir, Ramviyas Parasuraman, Jin Ye, Wenzhan Song
2024 J jnl
Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches.
IEEE Trans. Smart Grid
Shushan Wu, Luyang Fang, Jinan Zhang, T. N. Sriram, Stephen James Coshatt, Feraidoon Zahiri, H. Alan Mantooth, Jin Ye, Wenxuan Zhong, Ping Ma, Wenzhan Song
2023 J jnl
Alternating-Current Microgrid Testbed Built with Low-Cost Modular Hardware.
Sensors
Mark A. Haidekker, Maohua Liu, Wenzhan Song
2023 — conf
An Efficient Fault Tolerance Strategy for Multi-task MapReduce Models Using Coded Distributed Computing.
ICA3PP (7)
Zaipeng Xie, Jianan Zhang, Yida Zhang, Chenghong Xu, Peng Chen, Zhihao Qu, Wenzhan Song
2023 J jnl
Communication-Efficient Reinforcement Learning in Swarm Robotic Networks for Maze Exploration.
CoRR
Ehsan Latif, Wenzhan Song, Ramviyas Parasuraman
2023 J jnl
Interpretation of Time-Series Deep Models: A Survey.
CoRR
Ziqi Zhao, Yucheng Shi, Shushan Wu, Fan Yang, Wenzhan Song, Ninghao Liu
2023 J jnl
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges.
CoRR
Fei Dou, Jin Ye, Geng Yuan, Qin Lu, Wei Niu, Haijian Sun, Le Guan, Guoyu Lu, Gengchen Mai, Ninghao Liu, Jin Lu, Zhengliang Liu, Zihao Wu, Chenjiao Tan, Shaochen Xu, Xianqiao Wang, Guoming Li, Lilong Chai, Sheng Li, Jin Sun, Hongyue Sun, Yunli Shao, Changying Li, Tianming Liu, Wenzhan Song
2022 J jnl
Adaptive Hierarchical Cyber Attack Detection and Localization in Active Distribution Systems.
IEEE Trans. Smart Grid
Qi Li, Jinan Zhang, Junbo Zhao, Jin Ye, Wenzhan Song, Fangyu Li
2022 J jnl
Data-Driven Cyber-Attack Detection for PV Farms via Time-Frequency Domain Features.
IEEE Trans. Smart Grid
Lulu Guo, Jinan Zhang, Jin Ye, Stephen James Coshatt, Wenzhan Song
2022 B conf
Design of Cyber-Physical Security Testbed for Multi-Stage Manufacturing System.
GLOBECOM
Stephen James Coshatt, Qi Li, Bowen Yang, Shushan Wu, Darpan Shrivastava, Jin Ye, Wenzhan Song, Feraidoon Zahiri
2022 B conf
Intelligent Surface-Enhanced Raman Scattering Sensor System for Virus Identification.
GLOBECOM
Zaid Farooq Pitafi, Wenzhan Song, Zion Tse, Yanjun Yang, Yiping Zhao, Jackelyn Murray, Ralph A. Tripp
2021 — conf
A Statistical Summary Analysis of Window-Based Extracted Features for EEG Signal Classification.
ICDH
Mohammad Masum, Hossain Shahriar, Hisham M. Haddad, Wenzhan Song
2021 — conf
Contact-less Home Activity Tracking System with Floor Seismic Sensor Network.
WF-IoT
Sili Wang, Shengjie Min, Jun Yu, Huimin Cheng, Zion Tse, Wenzhan Song
2021 J jnl
Cyber-Physical Taint Analysis in Multi-stage Manufacturing Systems (MMS): A Case Study.
CoRR
Tao Liu, Bowen Yang, Qi Li, Jin Ye, Wenzhan Song, Peng Liu
2021 — conf
Energy Disaggregation with Federated and Transfer Learning.
WF-IoT
Qi Li, Jin Ye, Wenzhan Song, Zion Tse
2021 J jnl
Health and sleep nursing assistant for real-time, contactless, and non-invasive monitoring.
Pervasive Mob. Comput.
Maria Valero, José Clemente, Fangyu Li, Wenzhan Song
2021 J jnl
Systematic Assessment of Cyber-Physical Security of Energy Management System for Connected and Automated Electric Vehicles.
IEEE Trans. Ind. Informatics
Lulu Guo, Bowen Yang, Jin Ye, Hong Chen, Fangyu Li, Wenzhan Song, Liang Du, Le Guan
2021 J jnl
Underground Microseismic Event Monitoring and Localization within Sensor Networks.
Sensors
Sili Wang, Mark Panning, Steven Vance, Wenzhan Song
2020 J jnl
ASIS: Autonomous Seismic Imaging System With In Situ Data Analytics and Renewable Energy.
IEEE Syst. J.
José Clemente, Fangyu Li, Maria Valero, An Chen, Wenzhan Song
2020 J jnl
Ambient Noise Tomography With Common Receiver Clusters in Distributed Sensor Networks.
IEEE Trans. Signal Inf. Process. over Networks
Sili Wang, Fangyu Li, Mark Panning, Saikiran Tharimena, Steve Vance, Wenzhan Song
2020 J jnl
Data integrity attack detection in smart grid: a deep learning approach.
Int. J. Secur. Networks
Sunitha Basodi, Song Tan, Wenzhan Song, Yi Pan
2020 J jnl
Distributed Sensor Networks Based Shallow Subsurface Imaging and Infrastructure Monitoring.
IEEE Trans. Signal Inf. Process. over Networks
Fangyu Li, Maria Valero, Yifang Cheng, Tong Bai, Wenzhan Song
2020 J jnl
Efficient Seismic Source Localization Using Simplified Gaussian Beam Time Reversal Imaging.
IEEE Trans. Geosci. Remote. Sens.
Fangyu Li, Tong Bai, Nori Nakata, Bin Lyu, Wenzhan Song
2020 A* conf
Helena: Real-time Contact-free Monitoring of Sleep Activities and Events around the Bed.
PerCom
José Clemente, Maria Valero, Fangyu Li, Chengliang Wang, Wenzhan Song
2020 A conf
Learning Discriminative Virtual Sequences for Time Series Classification.
CIKM
Abhilash Dorle, Fangyu Li, Wenzhan Song, Sheng Li
2020 J jnl
Online Distributed IoT Security Monitoring With Multidimensional Streaming Big Data.
IEEE Internet Things J.
Fangyu Li, Rui Xie, Zengyan Wang, Lulu Guo, Jin Ye, Ping Ma, Wenzhan Song
2020 J jnl
Smart Home Monitoring System via Footstep-Induced Vibrations.
IEEE Syst. J.
Fangyu Li, José Clemente, Maria Valero, Zion Tse, Sheng Li, Wenzhan Song
2020 J jnl
Smart Seismic Sensing for Indoor Fall Detection, Location, and Notification.
IEEE J. Biomed. Health Informatics
José Clemente, Fangyu Li, Maria Valero, Wenzhan Song
2020 J jnl
Vulnerability Assessments of Electric Drive Systems Due to Sensor Data Integrity Attacks.
IEEE Trans. Ind. Informatics
Bowen Yang, Lulu Guo, Fangyu Li, Jin Ye, Wenzhan Song
2019 B conf
Demo: Contactless Device for Monitoring On-Bed Activities and Vital Signs.
SMARTCOMP
José Clemente, Fangyu Li, Maria Valero, Wenzhan Song
2019 J jnl
Distributed and Communication-Efficient Spatial Auto-Correlation Subsurface Imaging in Sensor Networks.
Sensors
Maria Valero, Fangyu Li, José Clemente, Wenzhan Song
2019 J jnl
High-Frequency Time-Lapse Seismic Spatial Autocorrelation Imaging Shallow Velocity Variations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fangyu Li, Maria Valero, Yifang Cheng, Wenzhan Song
2019 B conf
Indoor Person Identification and Fall Detection through Non-intrusive Floor Seismic Sensing.
SMARTCOMP
José Clemente, Wenzhan Song, Maria Valero, Fangyu Li, Xiangyang Li
2019 Misc conf
Low-Rank Matrix Completion for Distributed Ambient Noise Imaging Systems.
ACSSC
Danye Xu, Bingqing Song, Yao Xie, Sin-Mei Wu, Fan-Chi Lin, Wenzhan Song
2019 C conf
Optimum Energy Management of Islanded Nanogrids through Nonlinear Stochastic Dynamic Programming.
IAS
Andres Salazar, Alberto Berzoy, Javad Mohammadpour Velni, Wenzhan Song
2019 J jnl
Real-Time Cooperative Analytics for Ambient Noise Tomography in Sensor Networks.
IEEE Trans. Signal Inf. Process. over Networks
Maria Valero, Fangyu Li, Sili Wang, Fan-Chi Lin, Wenzhan Song
2019 — conf
Self-Reactive Planning of Multi-Robots with Dynamic Task Assignments.
MRS
Qin Yang, Zhiwei Luo, Wenzhan Song, Ramviyas Parasuraman
2019 J jnl
Smart seismic network for shallow subsurface imaging and infrastructure security.
Int. J. Sens. Networks
Maria Valero, Fangyu Li, Wenzhan Song
2019 J jnl
Toward Creating a Subsurface Camera.
Sensors
Wenzhan Song, Fangyu Li, Maria Valero, Liang Zhao
2019 B conf
Tracking Underground Moving Targets with Wireless Seismic Networks.
SMARTCOMP
Sili Wang, Fangyu Li, Maria Valero, José Clemente, Wenzhan Song
2018 C conf
Imaging Subsurface Civil Infrastructure with Smart Seismic Network.
IPCCC
Maria Valero, Fangyu Li, Wenzhan Song, Xiangyang Li
2018 J jnl
Special issue on fog networks.
J. Commun. Networks
Yang Yang, Xiumei Yang, Wenzhan Song, John K. Zao, Mung Chiang
2017 J jnl
Fast distributed demand response algorithm in smart grid.
IEEE CAA J. Autom. Sinica
Qifen Dong, Li Yu, Wenzhan Song, Junjie Yang, Yuan Wu, Jun Qi
2017 — conf
Fog computing middleware for distributed cooperative data analytics.
FWC
José Clemente, Maria Valero, Javad Mohammadpour, Xiangyang Li, Wenzhan Song
2017 B conf
Real-Time Ambient Noise Subsurface Imaging in Distributed Sensor Networks.
SMARTCOMP
Maria Valero, José Clemente, Goutham Kamath, Yao Xie, Fan-Chi Lin, Wenzhan Song
2017 J jnl
The Internet-of-Things Meets Business Process Management: Mutual Benefits and Challenges.
CoRR
Christian Janiesch, Agnes Koschmider, Massimo Mecella, Barbara Weber, Andrea Burattin, Claudio Di Ciccio, Avigdor Gal, Udo Kannengiesser, Felix Mannhardt, Jan Mendling, Andreas Oberweis, Manfred Reichert, Stefanie Rinderle-Ma, Wenzhan Song, Jianwen Su, Victoria Torres, Matthias Weidlich, Mathias Weske, Liang Zhang
2016 J jnl
Opportunistic communications based on distributed width-controllable braided multipath routing in wireless sensor networks.
Ad Hoc Networks
Xinjiang Sun, Hao Chen, Xiaobei Wu, Xinjie Yin, Wenzhan Song