Xinning Zhu

According to our database, Xinning Zhu authored at least 49 papers between 2008 and 2023.

Collaborative distances:

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

2023

DA-MTAD: Capturing Intra- and Inter-Metric Dependencies for Multivariate Time Series Anomaly Detection.

Zhaoyang Meng, Xinning Zhu, Feng Pan, Zheng Hu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing.

Moyu Zhang, Xinning Zhu, Chunhong Zhang, Feng Pan, Wenchen Qian, Hui Zhao

Proceedings of the IEEE International Conference on Data Mining, 2023

Graph-based Dynamic Interactive Knowledge Tracing.

Liang Tu, Xinning Zhu, Yang Ji

Proceedings of the 2023 8th International Conference on Distance Education and Learning, 2023

A Personalized Online Experiment Platform for Mobile Communication Course.

Xiaobo Liu, Hui Zhao, Chong Yuan, Xinning Zhu

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2023

Multi-Source Education Knowledge Graph Construction and Fusion for College Curricula.

Zeju Li, Linya Cheng, Chunhong Zhang, Xinning Zhu, Hui Zhao

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2023

Two-Stage Trajectory Generation Model for Realistic Human Mobility Simulation.

Haofeng Gong, Xinning Zhu, Zheng Hu, Jianzhou Diao

Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts.

Moyu Zhang, Xinning Zhu, Chunhong Zhang, Wenchen Qian, Feng Pan, Hui Zhao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths.

Moyu Zhang, Xinning Zhu, Chunhong Zhang, Feng Pan, Wenchen Qian, Hui Zhao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Prediction of Cellular Network Channel Utilization Based on Graph Convolutional Networks.

Rui Zhu, Xingshuang Luo, Jiayi Yao, Xinning Zhu, Chunhong Zhang

Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

Cross-Sentence Temporal Relation Extraction with Relative Sentence Time.

Pengyun Xie, Xinning Zhu, Chunhong Zhang, Zheng Hu, Guanghua Yang

Proceedings of the Knowledge Science, Engineering and Management, 2022

Unsupervised Anomaly Detection by Autoencoder with Feature Decomposition.

Yihao Guo, Xinning Zhu, Zheng Hu, Zhiqiang Zhan

Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

Multi-step Point-of-Interest-level Crowd Flow Prediction Based on Meta Learning.

Yuting Feng, Xinning Zhu, Xiaosheng Tang, Zheng Hu

Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

2021

A transfer approach with attention reptile method and long-term generation mechanism for few-shot traffic prediction.

Chujie Tian, Xinning Zhu, Zheng Hu, Jian Ma

Neurocomputing, 2021

A Framework of Data Fusion Through Spatio-Temporal Knowledge Graph.

Xiaohan Zhang, Xinning Zhu, Jie Wu, Zheng Hu, Chunhong Zhang

Proceedings of the Knowledge Science, Engineering and Management, 2021

Combining Wikipedia to Identify Prerequisite Relations of Concepts in MOOCs.

Haoyu Wen, Xinning Zhu, Moyu Zhang, Chunhong Zhang, Changchuan Yin

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Learning Behavior Analysis Based on Instant Message and Online Learning Platform.

Tingying Yang, Xinning Zhu, Yang Ji

Proceedings of the ICETC 2021: 13th International Conference on Education Technology and Computers, Wuhan, China, October 22, 2021

Multi-Factors Aware Dual-Attentional Knowledge Tracing.

Moyu Zhang, Xinning Zhu, Chunhong Zhang, Yang Ji, Feng Pan, Changchuan Yin

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Deep multi-view residual attention network for crowd flows prediction.

Hao Yuan, Xinning Zhu, Zheng Hu, Chunhong Zhang

Neurocomputing, 2020

Deep spatial-temporal networks for crowd flows prediction by dilated convolutions and region-shifting attention mechanism.

Chujie Tian, Xinning Zhu, Zheng Hu, Jian Ma

Appl. Intell., 2020

Student Academic Performance Prediction Using Deep Multi-source Behavior Sequential Network.

Xiang Li, Xinning Zhu, Xiaoying Zhu, Yang Ji, Xiaosheng Tang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Event-centric Tourism Knowledge Graph - A Case Study of Hainan.

Jie Wu, Xinning Zhu, Chunhong Zhang, Zheng Hu

Proceedings of the Knowledge Science, Engineering and Management, 2020

Input-Aware Neural Knowledge Tracing Machine.

Moyu Zhang, Xinning Zhu, Yang Ji

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Discovery of Travelling Companions from Trajectories with Different Sampling Rates.

Jiangang Yu, Yihao Guo, Xinning Zhu, Yifan You, Dinghe Xiao

Proceedings of the CSAE 2020: The 4th International Conference on Computer Science and Application Engineering, 2020

2019

Exploring Group Movement Pattern through Cellular Data: A Case Study of Tourists in Hainan.

Xinning Zhu, Tianyue Sun, Hao Yuan, Zheng Hu, Jiansong Miao

ISPRS Int. J. Geo Inf., 2019

A Weighted Deep Domain Adaptation Method for Industrial Fault Prognostics According to Prior Distribution of Complex Working Conditions.

Zhenyu Wu, Shuyang Yu, Xinning Zhu, Yang Ji, Michael G. Pecht

IEEE Access, 2019

2018

K-PdM: KPI-Oriented Machinery Deterioration Estimation Framework for Predictive Maintenance Using Cluster-Based Hidden Markov Model.

Zhenyu Wu, Hao Luo, Yunong Yang, Peng Lv, Xinning Zhu, Yang Ji, Bian Wu

IEEE Access, 2018

An unsupervised degradation estimation framework for diagnostics and prognostics in cyber-physical system.

Zhenyu Wu, Hao Luo, Yunong Yang, Xinning Zhu, Xiaofeng Qiu

Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Discovering Transportation Mode of Tourists Using Low-Sampling-Rate Trajectory of Cellular Data.

Hewei Hu, Xinning Zhu, Zheng Hu, Jie Wu, Xiaohan Zhang

Proceedings of the 5th International Conference on Systems and Informatics, 2018

Prediction of Academic Achievement Based on Digital Campus.

Zheng Wang, Xinning Zhu, Junfei Huang, Xiang Li, Yang Ji

Proceedings of the 11th International Conference on Educational Data Mining, 2018

2017

Towards a Semantic Web of Things: A Hybrid Semantic Annotation, Extraction, and Reasoning Framework for Cyber-Physical System.

Zhenyu Wu, Yuan Xu, Yunong Yang, Chunhong Zhang, Xinning Zhu, Yang Ji

Sensors, 2017

Semantic trajectories-based social relationships discovery using WiFi monitors.

Fengzi Wang, Xinning Zhu, Jiansong Miao

Pers. Ubiquitous Comput., 2017

A Cluster-Based Hidden Markov Model for High-Level State Discovery from Time Series.

Hao Luo, Zhenyu Wu, Xinning Zhu

Proceedings of the 3rd International Conference on Big Data Computing and Communications, 2017

2016

Semi-automatic metadata annotation of Web of Things with knowledge base.

Yunong Yang, Zhenyu Wu, Xinning Zhu

Proceedings of the IEEE International Conference on Network Infrastructure and Digital Content, 2016

Improving Location Prediction Based on the Spatial-Temporal Trajectory.

Ping Li, Xinning Zhu, Jiansong Miao

Proceedings of the Big Data Computing and Communications - Second International Conference, 2016

2015

Anomaly Detection for User Behavior in Wireless Network Based on Cross Entropy.

Chunxiao Zhang, Yihong Hu, Xinning Zhu, Zhigang Guo, Junfei Huang

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Detecting Pedestrians Behavior in Building Based on Wi-Fi Signals.

Wenyuan Ma, Xinning Zhu, Junfei Huang, Guochu Shou

Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Mining Social Groups in Campus Based on Wireless Detection.

Shan Jiang, Xinning Zhu, Junfei Huang, Guochu Shou

Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

2014

Performance analysis of envelope tracking power amplifier's envelope shaping methods for LTE mobile terminal application.

Yongbin Wu, Xinning Zhu, Xinshulin Li, Hailun Xia, Zhimin Zeng

Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

2013

Frequency and time domain packet scheduling based on channel prediction with imperfect CQI in LTE.

Yongxin Wang, Kumbesan Sandrasegaran, Xinning Zhu, Jingjing Fei, Xiaoying Kong, Cheng-Chung Lin

CoRR, 2013

Analysis of joint effect of phase noise, IQ imbalance and amplifier nonlinearity in OFDM system.

Shuqi Zhao, Xinning Zhu, Haiyan Wang, Leijia Wu

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013

A coloring-based resource allocation for OFDMA femtocell networks.

Qian Zhang, Xinning Zhu, Leijia Wu, Kumbesan Sandrasegaran

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

A distributed non-uniform pricing approach for power optimization in spectrum-sharing femtocell network.

Xin Li, Xinning Zhu, Leijia Wu, Kumbesan Sandrasegaran

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

System level simulation to evaluate the interference in macrocell-picocell downlink systems.

Ameneh Daeinabi, Kumbesan Sandrasegaran, Xinning Zhu

Proceedings of the 8th ACM Workshop on Performance Monitoring and Measurement of Heterogeneous Wireless and Wired Networks, 2013

PAPR reduction for carrier aggregated uplink in LTE-A system.

Limei An, Xinning Zhu, Gan Guo, Leijia Wu

Proceedings of the 15th IEEE International Conference on Communication Technology, 2013

2012

Performance evaluation of capacity based CoMP handover algorithm for LTE-Advanced.

Cheng-Chung Lin, Kumbesan Sandrasegaran, Xinning Zhu, Zhuliang Xu

Proceedings of the 15th International Symposium on Wireless Personal Multimedia Communications, 2012

Analysis of Maximum Power Reduction of Uplink for Carrier Aggregation in LTE-A System.

Banglong Xiong, Xinning Zhu, Wei Li, Gan Guo

Proceedings of the 2012 International Conference on Connected Vehicles and Expo, 2012

On the performance of capacity integrated CoMP handover algorithm in LTE-Advanced.

Cheng-Chung Lin, Kumbesan Sandrasegaran, Xinning Zhu, Zhuliang Xu

Proceedings of the 18th Asia-Pacific Conference on Communications, 2012

2011

Downlink power control in cognitive femtocell networks.

Daolong Sun, Xinning Zhu, Zhimin Zeng, Shaohua Wan

Proceedings of the 2011 International Conference on Wireless Communications & Signal Processing, 2011

2008

QoS-Guaranteed Scheduling and Resource Allocation Algorithm for IEEE 802.16 OFDMA System.

Xinning Zhu, Jiachuan Huo, Xiaoxi Xu, Chunxiu Xu, Wei Ding

Proceedings of IEEE International Conference on Communications, 2008