| 2025 | IJCNN | Mutual Information-Guided Subtask Selection for Zero-Shot Generalization in Multi-Agent Reinforcement Learning. | Shijie Wu, Yuan Yao, Wenqi Zhang, Yining Zhu, Yujiao Hu, Gang Yang, Xingshe Zhou |
| 2023 | ICDE | Anomaly Detection in Quasi-Periodic Time Series based on Automatic Data Segmentation and Attentional LSTM-CNN (Extended Abstract). | Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Tianben Wang, Hua Wang, Yanchun Zhang |
| 2023 | QRS | Effectiveness Evaluation of UAVs Search in Urban Environments. | Yue Zhao, Wenliang Wu, Xingshe Zhou |
| 2022 | ICPADS | WMDRS: Workload-Aware Performance Model Based Multi-Task Dynamic-Quota Real-Time Scheduling for Neural Processing Units. | Chong Liu, Yuan Yao, Yi Dang, Gang Yang, Wei Jia, Xinyu Tian, Xingshe Zhou |
| 2021 | RTAS | Work in Progress: Role-based Deep Reinforcement Learning with Information Sharing for Intelligent Unmanned Systems. | Qingshuang Sun, Yuan Yao, Peng Yi, Xingshe Zhou, Gang Yang |
| 2020 | GPC | MI-KGNN: Exploring Multi-dimension Interactions for Recommendation Based on Knowledge Graph Neural Networks. | Zilong Wang, Zhu Wang, Zhiwen Yu, Bin Guo, Xingshe Zhou |
| 2020 | ISPA | An Intelligent Evaluation Method of Application Scenario Complexity Level of Unmanned Swarms. | Wenliang Wu, Xingshe Zhou |
| 2020 | ISPA | A Spatio-Temporal Event Model for Unmanned System Swarm. | Yukun Yang, Yuan Yao, Gang Yang, Xingshe Zhou |
| 2019 | ICASSP | A LSTM and CNN Based Assemble Neural Network Framework for Arrhythmias Classification. | Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang |
| 2019 | IJCNN | An Attention-based Hybrid LSTM-CNN Model for Arrhythmias Classification. | Fan Liu, Xingshe Zhou, Tianben Wang, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang |
| 2019 | PAKDD | Arrhythmias Classification by Integrating Stacked Bidirectional LSTM and Two-Dimensional CNN. | Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang |
| 2019 | PDCAT | Machine Learning Based Performance Analysis and Prediction of Jobs on a HPC Cluster. | Zhengxiong Hou, Shuxin Zhao, Chao Yin, Yunlan Wang, Jianhua Gu, Xingshe Zhou |
| 2019 | UIC | IFC: Your Invisible Fitness Coach Based on CSI Sensing. | Wei Zhang, Hongbo Ni, Meijuan He, Junqi Liu, Zhu Wang, Xingshe Zhou |
| 2018 | ICCS | Prediction of Blasting Vibration Intensity by Improved PSO-SVR on Apache Spark Cluster. | Yunlan Wang, Jing Wang, Xingshe Zhou, Tianhai Zhao, Jianhua Gu |
| 2018 | ICPR | Identification of Hypertension by Mining Class Association Rules from Multi-dimensional Features. | Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, Yanchun Zhang |
| 2017 | DSN | Voiceprint: A Novel Sybil Attack Detection Method Based on RSSI for VANETs. | Yuan Yao, Bin Xiao, Gaofei Wu, Xue Liu, Zhiwen Yu, Kailong Zhang, Xingshe Zhou |
| 2017 | ICOST | Extracting Heartbeat Intervals Using Self-adaptive Method Based on Ballistocardiography(BCG). | Hongbo Ni, Mingjie He, Guoxing Xu, Yalong Song, Xingshe Zhou |
| 2017 | QRS | Constraint-Based Consistency Checking for Multi-View Models of Cyber-Physical System. | Gang Yang, Xingshe Zhou, Yuanyuan Lian |
| 2016 | BIBE | Identifying Obstructive Sleep Apnea by Exploiting Fine-Grained BCG Features Based on Event Phase Segmentation. | Fan Liu, Xingshe Zhou, Zhu Wang, Tianben Wang, Hongbo Ni, Jun Yang |
| 2016 | GLOBECOM | FreeSense: Indoor Human Identification with Wi-Fi Signals. | Tong Xin, Bin Guo, Zhu Wang, Mingyang Li, Zhiwen Yu, Xingshe Zhou |
| 2015 | HealthCom | Intensive analysis of gait in the elderly with Parkinson's disease using center of pressure during walking. | Jiangbo Jia, Hongbo Ni, Tianben Wang, Weichao Zhao, Yalong Song, Junquan Deng, Xingshe Zhou |
| 2015 | ICIG | Two-Stage Learning to Robust Visual Track via CNNs. | Dan Hu, Xingshe Zhou, Xiaohao Yu, Zhiqiang Hou |
| 2015 | UIC | Flier Meet: Crowdsensing Enabled Urban Public Information Reposting and Sharing. | Huihui Chen, Wenqian Nan, Bin Guo, Wenle Wu, Zhiwen Yu, Xingshe Zhou |
| 2015 | UIC | Extracting Features for Cardiovascular Disease Classification Based on Ballistocardiography. | Yalong Song, Hongbo Ni, Xingshe Zhou, Weichao Zhao, Tianben Wang |
| 2015 | UIC | Recognizing Gait Pattern of Parkinson's Disease Patients Based on Fine-Grained Movement Function Features. | Tianben Wang, Daqing Zhang, Zhu Wang, Jiangbo Jia, Hongbo Ni, Xingshe Zhou |
| 2014 | FM | Formal Verification of Lunar Rover Control Software Using UPPAAL. | Lijun Shan, Yuying Wang, Ning Fu, Xingshe Zhou, Lei Zhao, Lijng Wan, Lei Qiao, Jianxin Chen |
| 2014 | PERCOM | From participatory sensing to Mobile Crowd Sensing. | Bin Guo, Zhiwen Yu, Xingshe Zhou, Daqing Zhang |
| 2014 | UIC | A Cross-Space, Multi-interaction-Based Dynamic Incentive Mechanism for Mobile Crowd Sensing. | Wenqian Nan, Bin Guo, Shenlong Huangfu, Zhiwen Yu, Huihui Chen, Xingshe Zhou |
| 2014 | UIC | Study on Complex Event Processing for CPS: An Event Model Perspective. | Yuying Wang, Xingshe Zhou, Lijun Shan, Kejian Miao |
| 2014 | UIC | An Opportunistic Music Sharing System Based on Mobility Prediction and Preference Learning. | Fei Yi, Zhiwen Yu, Hui Wang, Bin Guo, Xingshe Zhou |
| 2013 | COMPSAC | Cyber/Physical Co-verification for Developing Reliable Cyber-physical Systems. | Yu Zhang, Fei Xie, Yunwei Dong, Xingshe Zhou, Chunyan Ma |
| 2013 | DASC | Discrete Hybrid Automata for Safe Cyber-physical System: An Astronautic Case Study. | Qiang Wang, Gang Yang, Xingshe Zhou, Yalei Yang |
| 2013 | ICOST | Extracting Intra- and Inter-activity Association Patterns from Daily Routines of Elders. | Qiang Lin, Daqing Zhang, Dongsheng Li, Hongbo Ni, Xingshe Zhou |
| 2013 | INFOCOM | Delay analysis and study of IEEE 802.11p based DSRC safety communication in a highway environment. | Yuan Yao, Lei Rao, Xue Liu, Xingshe Zhou |
| 2013 | PERCOM | MemPhone: From personal memory aid to community memory sharing using mobile tagging. | Bin Guo, Zhiwen Yu, Xingshe Zhou, Daqing Zhang |
| 2013 | SNPD | Agent Based Adaptive Cooperative Models and Mechanisms of Multiple Autonomous Cyber-Physical Systems. | Kailong Zhang, Jiwei Li, Arnaud de La Fortelle, Xingshe Zhou |
| 2012 | APSCC | An Integrated Service Platform for Pervasive Elderly Care. | Qiang Lin, Daqing Zhang, Hongbo Ni, Xingshe Zhou, Zhiwen Yu |
| 2012 | CSCWD | Opportunistic IoT: Exploring the social side of the internet of things. | Bin Guo, Zhiwen Yu, Xingshe Zhou, Daqing Zhang |
| 2012 | GPC | Energy Efficient Activity Recognition Based on Low Resolution Accelerometer in Smart Phones. | Yunji Liang, Xingshe Zhou, Zhiwen Yu, Bin Guo, Yue Yang |
| 2012 | HealthCom | An OSGi-based heath service platform for elderly people. | Qiang Lin, Hongbo Ni, Xingshe Zhou |
| 2012 | HPCC | Study on Integrated Modeling Methods toward Co-simulation of Cyber-Physical System. | Yuying Wang, Xingshe Zhou, Dongfang Liang |
| 2012 | ICARCV | Detecting wandering behavior based on GPS traces for elders with dementia. | Qiang Lin, Daqing Zhang, Xiaodi Huang, Hongbo Ni, Xingshe Zhou |
| 2012 | ICOST | Multi-modal Non-intrusive Sleep Pattern Recognition in Elder Assistive Environment. | Hongbo Ni, Bessam Abdulrazak, Daqing Zhang, Shu Wu, Xingshe Zhou, Kejian Miao, Daifei Han |
| 2012 | Mobiquitous | GroupMe: Supporting Group Formation with Mobile Sensing and Social Graph Mining. | Bin Guo, Huilei He, Zhiwen Yu, Daqing Zhang, Xingshe Zhou |
| 2012 | UIC | Hybrid SN: Interlinking Opportunistic and Online Communities to Augment Information Dissemination. | Bin Guo, Zhiwen Yu, Xingshe Zhou, Daqing Zhang |
| 2012 | UIC | Situation-Based Design: A Rapid Approach for Pervasive Application Development. | Lei Tang, Xingshe Zhou, Christian Becker, Zhiwen Yu, Gregor Schiele |
| 2011 | ATC | A Configurable Environment Simulation Tool for Embedded Software. | Yuying Wang, Xingshe Zhou, Yunwei Dong, Sha Liu |
| 2011 | ICNC | Application of a self-organizing fuzzy neural network controller with group-based genetic algorithm to greenhouse. | Yuan Yao, Kailong Zhang, Xingshe Zhou |
| 2011 | TrustCom | A Software Fault-Tolerant Method Based on Exception Handling in RT/E System. | Zhou Lu, Kailong Zhang, Xingshe Zhou |
| 2011 | UIC | Social Interaction Mining in Small Group Discussion Using a Smart Meeting System. | Zhiwen Yu, Xingshe Zhou, Zhiyong Yu, Christian Becker, Yuichi Nakamura |
| 2010 | GPC | Cross-Layer Based Rate Control for Lifetime Maximization in Wireless Sensor Networks. | Xiaoyan Yin, Xingshe Zhou, Zhigang Li, ShiNing Li |
| 2010 | HPCC | ASAAS: Application Software as a Service for High Performance Cloud Computing. | Zhengxiong Hou, Xingshe Zhou, Jianhua Gu, Yunlan Wang, Tianhai Zhao |
| 2010 | PERCOM | Adaptive prompting based on Petri Net in a Smart medication system. | Lei Tang, Xingshe Zhou, Zhiwen Yu, Daqing Zhang, Hongbo Ni |
| 2010 | UIC | Towards Non-intrusive Sleep Pattern Recognition in Elder Assistive Environment. | Hongbo Ni, Bessam Abdulrazak, Daqing Zhang, Shu Wu, Zhiwen Yu, Xingshe Zhou, Shengrui Wang |
| 2010 | UIC | Inferring User Search Intention Based on Situation Analysis of the Physical World. | Zhu Wang, Xingshe Zhou, Zhiwen Yu, Yanbin He, Daqing Zhang |
| 2010 | UIC | DS Theory-Based Software Trustworthiness Classification Assessment. | Ben Wang, Xingshe Zhou, Gang Yang, Yalei Yang |
| 2009 | AICCSA | Consider of fault propagation in architecture-based software reliability analysis. | Fan Zhang, Xingshe Zhou, Yunwei Dong, Junwen Chen |
| 2009 | DASC | Toward an Understanding of User-Defined Conditional Preferences. | Zhiyong Yu, Zhiwen Yu, Xingshe Zhou, Yuichi Nakamura |
| 2009 | HPCC | Experiences of On-Demand Execution for Large Scale Parameter Sweep Applications on OSG by Swift. | Zhengxiong Hou, Michael Wilde, Mihael Hategan, Xingshe Zhou, Ian T. Foster, Ben Clifford |
| 2009 | ICOST | Towards a Task Supporting System with CBR Approach in Smart Home. | Hongbo Ni, Xingshe Zhou, Daqing Zhang, Kejian Miao, Yaqi Fu |
| 2009 | ICPADS | A Runtime Reputation Based Grid Resource Selection Algorithm on the Open Science Grid. | Zhengxiong Hou, Xingshe Zhou, Michael Wilde, Jianhua Gu, Mihael Hategan |
| 2009 | ISPA | An Adaptive Resource Monitoring Method for Distributed Heterogeneous Computing Environment. | Gang Yang, Kaibo Wang, Xingshe Zhou |
| 2009 | IUI | Handling conditional preferences in recommender systems. | Zhiyong Yu, Zhiwen Yu, Xingshe Zhou, Yuichi Nakamura |
| 2009 | Mobiquitous | Energy-efficient task allocation for data fusion in Wireless Sensor Networks. | Zhigang Li, ShiNing Li, Xingshe Zhou, Zhiyi Yang |
| 2009 | SAC | Adaptive resource management architecture for distributed real-time embedded systems. | Ke Liang, Xingshe Zhou, Ruiqing Sheng, Kailong Zhang |
| 2009 | UIC | Inferring Human Interactions in Meetings: A Multimodal Approach. | Zhiwen Yu, Zhiyong Yu, Yusa Ko, Xingshe Zhou, Yuichi Nakamura |
| 2009 | SNPD | FEAS: Fuzzy-Logic Based Environment Adaptive Scheduler for Agent System. | Kailong Zhang, Xingshe Zhou, Yuan Yao, Chongqing Zhao |
| 2009 | SERA | Synthesis Constraints Optimized Genetic Algorithm for Autonomous Task Planning and Allocating in MAS. | Kailong Zhang, Xingshe Zhou, Chongqing Zhao, Yuan Yao |
| 2008 | APSCC | VGID: A Virtual Hierarchical Distributed Grid Information Database. | Haihui Zhang, Xingshe Zhou, Zhiyi Yang, Xiaojun Wu, Ning Fu |
| 2008 | GPC | Distributed Enterprise Service Bus Based on JBI. | Ning Fu, Xingshe Zhou, Kaibo Wang, Tao Zhan |
| 2008 | ICOST | HYCARE: A Hybrid Context-Aware Reminding Framework for Elders with Mild Dementia. | Kejun Du, Daqing Zhang, Xingshe Zhou, Mounir Mokhtari, Mossaab Hariz, Weijun Qin |
| 2008 | UIC | Semantic Learning Space: An Infrastructure for Context-Aware Ubiquitous Learning. | Zhiwen Yu, Xingshe Zhou, Yuichi Nakamura |
| 2008 | SNPD | An Adaptive Performance Management Method for Failure Detection. | Ke Liang, Xingshe Zhou, Kailong Zhang, Ruiqing Sheng |
| 2007 | AINA | OWL-Based Context-Dependent Task Modeling and Deducing. | Hongbo Ni, Xingshe Zhou, Zhiwen Yu, Kejian Miao |
| 2007 | UIC | Fuzzy-Smith Control for QoS-Adaptive Notification Service. | Yuying Wang, Xingshe Zhou |
| 2006 | APSCC | An Adaptive Resource Scheduling Algorithm for Computational Grid. | Tao Wang, Xingshe Zhou, Qiu-rang Liu, Zhiyi Yang, Yunlan Wang |
| 2006 | APWEB | A QOS Evaluating Model for Computational Grid Nodes. | Xingshe Zhou, Liang Liu, Qiu-rang Liu, Tao Wang, Jianhua Gu |
| 2006 | PDCAT | A Database-Reduction-Based Algorithm for Episode Mining. | Yunlan Wang, Xingshe Zhou, Peiqi Liu |
| 2006 | UIC | UPmP: A Component-Based Configurable Software Platform for Ubiquitous Personalized Multimedia Services. | Zhiwen Yu, Xingshe Zhou, Changde Li, Shoji Kajita, Kenji Mase |
| 2005 | ICA3PP | Active Link: Status Detection Mechanism for Distributed Service Based on Active Networks. | Tao Zhan, Xingshe Zhou, Zhi-gang Liao, Yan Chen |
| 2005 | ICPADS | GA-Based Automated Task Assignment on Network Processors. | Shoumeng Yan, Xingshe Zhou, Lingmin Wang, Haipeng Wang |
| 2005 | ISADS | A flexible hybrid communication model based messaging middleware. | Huifang Pan, Xingshe Zhou, Zhiyi Yang, Jianhua Gu |
| 2005 | KES | User Preference Learning for Multimedia Personalization in Pervasive Computing Environment. | Zhiwen Yu, Daqing Zhang, Xingshe Zhou, Changde Li |
| 2005 | Middleware | Context aware sensornet. | Huaifeng Qin, Xingshe Zhou |
| 2005 | NPC | IBP: An Index-Based XML Parser Model. | Haihui Zhang, Xingshe Zhou, Gang Yang, Xiaojun Wu |
| 2004 | KES | A Hybrid Learning Approach for TV Program Personalization. | Zhiwen Yu, Xingshe Zhou, Zhiyi Yang |