Xinning Zhu

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 40

Top Topics

Multivariate Time Series

Anomaly Detection

Top Venues

Publications

Zeju Li, Linya Cheng, Chunhong Zhang, Xinning Zhu, Hui Zhao
Multi-source Education Knowledge Graph Construction and Fusion for College Curricula. CoRR (2023)
Liang Tu, Xinning Zhu, Yang Ji
Graph-based Dynamic Interactive Knowledge Tracing. ICDEL (2023)
Zhaoyang Meng, Xinning Zhu, Feng Pan, Zheng Hu
DA-MTAD: Capturing Intra- and Inter-Metric Dependencies for Multivariate Time Series Anomaly Detection. SMC (2023)
Moyu Zhang, Xinning Zhu, Chunhong Zhang, Feng Pan, Wenchen Qian, Hui Zhao
Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing. ICDM (2023)
Moyu Zhang, Xinning Zhu, Chunhong Zhang, Feng Pan, Wenchen Qian, Hui Zhao
No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths. CIKM (2023)
Moyu Zhang, Xinning Zhu, Chunhong Zhang, Wenchen Qian, Feng Pan, Hui Zhao
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts. CoRR (2023)
Zeju Li, Linya Cheng, Chunhong Zhang, Xinning Zhu, Hui Zhao
Multi-Source Education Knowledge Graph Construction and Fusion for College Curricula. ICALT (2023)
Moyu Zhang, Xinning Zhu, Chunhong Zhang, Feng Pan, Wenchen Qian, Hui Zhao
Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing. CoRR (2023)
Moyu Zhang, Xinning Zhu, Chunhong Zhang, Wenchen Qian, Feng Pan, Hui Zhao
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts. CIKM (2023)
Haofeng Gong, Xinning Zhu, Zheng Hu, Jianzhou Diao
Two-Stage Trajectory Generation Model for Realistic Human Mobility Simulation. HPCC/DSS/SmartCity/DependSys (2023)
Moyu Zhang, Xinning Zhu, Chunhong Zhang, Feng Pan, Wenchen Qian, Hui Zhao
No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths. CoRR (2023)
Xiaobo Liu, Hui Zhao, Chong Yuan, Xinning Zhu
A Personalized Online Experiment Platform for Mobile Communication Course. ICALT (2023)
Yihao Guo, Xinning Zhu, Zheng Hu, Zhiqiang Zhan
Unsupervised Anomaly Detection by Autoencoder with Feature Decomposition. ICMLC (2022)
Pengyun Xie, Xinning Zhu, Chunhong Zhang, Zheng Hu, Guanghua Yang
Cross-Sentence Temporal Relation Extraction with Relative Sentence Time. KSEM (1) (2022)
Rui Zhu, Xingshuang Luo, Jiayi Yao, Xinning Zhu, Chunhong Zhang
Prediction of Cellular Network Channel Utilization Based on Graph Convolutional Networks. PIMRC (2022)
Yuting Feng, Xinning Zhu, Xiaosheng Tang, Zheng Hu
Multi-step Point-of-Interest-level Crowd Flow Prediction Based on Meta Learning. ICMLC (2022)
Haoyu Wen, Xinning Zhu, Moyu Zhang, Chunhong Zhang, Changchuan Yin
Combining Wikipedia to Identify Prerequisite Relations of Concepts in MOOCs. ICONIP (5) (2021)
Chujie Tian, Xinning Zhu, Zheng Hu, Jian Ma
A transfer approach with attention reptile method and long-term generation mechanism for few-shot traffic prediction. Neurocomputing 452 (2021)
Xiaohan Zhang, Xinning Zhu, Jie Wu, Zheng Hu, Chunhong Zhang
A Framework of Data Fusion Through Spatio-Temporal Knowledge Graph. KSEM (2021)
Moyu Zhang, Xinning Zhu, Chunhong Zhang, Yang Ji, Feng Pan, Changchuan Yin
Multi-Factors Aware Dual-Attentional Knowledge Tracing. CIKM (2021)
Tingying Yang, Xinning Zhu, Yang Ji
Learning Behavior Analysis Based on Instant Message and Online Learning Platform. ICETC (2021)
Moyu Zhang, Xinning Zhu, Chunhong Zhang, Yang Ji, Feng Pan, Changchuan Yin
Multi-Factors Aware Dual-Attentional Knowledge Tracing. CoRR (2021)
Hao Yuan, Xinning Zhu, Zheng Hu, Chunhong Zhang
Deep multi-view residual attention network for crowd flows prediction. Neurocomputing 404 (2020)
Chujie Tian, Xinning Zhu, Zheng Hu, Jian Ma
Deep spatial-temporal networks for crowd flows prediction by dilated convolutions and region-shifting attention mechanism. Appl. Intell. 50 (10) (2020)
Xiang Li, Xinning Zhu, Xiaoying Zhu, Yang Ji, Xiaosheng Tang
Student Academic Performance Prediction Using Deep Multi-source Behavior Sequential Network. PAKDD (1) (2020)
Moyu Zhang, Xinning Zhu, Yang Ji
Input-Aware Neural Knowledge Tracing Machine. ICPR Workshops (4) (2020)
Jie Wu, Xinning Zhu, Chunhong Zhang, Zheng Hu
Event-centric Tourism Knowledge Graph - A Case Study of Hainan. KSEM (1) (2020)
Jiangang Yu, Yihao Guo, Xinning Zhu, Yifan You, Dinghe Xiao
Discovery of Travelling Companions from Trajectories with Different Sampling Rates. CSAE (2020)
Zhenyu Wu, Shuyang Yu, Xinning Zhu, Yang Ji, Michael G. Pecht
A Weighted Deep Domain Adaptation Method for Industrial Fault Prognostics According to Prior Distribution of Complex Working Conditions. IEEE Access 7 (2019)
Xinning Zhu, Tianyue Sun, Hao Yuan, Zheng Hu, Jiansong Miao
Exploring Group Movement Pattern through Cellular Data: A Case Study of Tourists in Hainan. ISPRS Int. J. Geo Inf. 8 (2) (2019)
Zhenyu Wu, Hao Luo, Yunong Yang, Xinning Zhu, Xiaofeng Qiu
An unsupervised degradation estimation framework for diagnostics and prognostics in cyber-physical system. WF-IoT (2018)
Zheng Wang, Xinning Zhu, Junfei Huang, Xiang Li, Yang Ji
Prediction of Academic Achievement Based on Digital Campus. EDM (2018)
Zhenyu Wu, Hao Luo, Yunong Yang, Peng Lv, Xinning Zhu, Yang Ji, Bian Wu
K-PdM: KPI-Oriented Machinery Deterioration Estimation Framework for Predictive Maintenance Using Cluster-Based Hidden Markov Model. IEEE Access 6 (2018)
Hewei Hu, Xinning Zhu, Zheng Hu, Jie Wu, Xiaohan Zhang
Discovering Transportation Mode of Tourists Using Low-Sampling-Rate Trajectory of Cellular Data. ICSAI (2018)
Fengzi Wang, Xinning Zhu, Jiansong Miao
Semantic trajectories-based social relationships discovery using WiFi monitors. Pers. Ubiquitous Comput. 21 (1) (2017)
Zhenyu Wu, Yuan Xu, Yunong Yang, Chunhong Zhang, Xinning Zhu, Yang Ji
Towards a Semantic Web of Things: A Hybrid Semantic Annotation, Extraction, and Reasoning Framework for Cyber-Physical System. Sensors 17 (2) (2017)
Hao Luo, Zhenyu Wu, Xinning Zhu
A Cluster-Based Hidden Markov Model for High-Level State Discovery from Time Series. BigCom (2017)
Yunong Yang, Zhenyu Wu, Xinning Zhu
Semi-automatic metadata annotation of Web of Things with knowledge base. IC-NIDC (2016)
Ping Li, Xinning Zhu, Jiansong Miao
Improving Location Prediction Based on the Spatial-Temporal Trajectory. BigCom (2016)
Fengzi Wang, Xinning Zhu, Jiansong Miao
Semantic Trajectories Based Social Relationships Discovery Using WiFi Monitors. BigCom (2016)
Chunxiao Zhang, Yihong Hu, Xinning Zhu, Zhigang Guo, Junfei Huang
Anomaly Detection for User Behavior in Wireless Network Based on Cross Entropy. UIC/ATC/ScalCom (2015)
Shan Jiang, Xinning Zhu, Junfei Huang, Guochu Shou
Mining Social Groups in Campus Based on Wireless Detection. SmartCity (2015)
Wenyuan Ma, Xinning Zhu, Junfei Huang, Guochu Shou
Detecting Pedestrians Behavior in Building Based on Wi-Fi Signals. SmartCity (2015)
Yongbin Wu, Xinning Zhu, Xinshulin Li, Hailun Xia, Zhimin Zeng
Performance analysis of envelope tracking power amplifier's envelope shaping methods for LTE mobile terminal application. PIMRC (2014)
Xin Li, Xinning Zhu, Leijia Wu, Kumbesan Sandrasegaran
A distributed non-uniform pricing approach for power optimization in spectrum-sharing femtocell network. WCNC (2013)
Yongxin Wang, Kumbesan Sandrasegaran, Xinning Zhu, Jingjing Fei, Xiaoying Kong, Cheng-Chung Lin
Frequency and time domain packet scheduling based on channel prediction with imperfect CQI in LTE. CoRR (2013)
Limei An, Xinning Zhu, Gan Guo, Leijia Wu
PAPR reduction for carrier aggregated uplink in LTE-A system. ICCT (2013)
Qian Zhang, Xinning Zhu, Leijia Wu, Kumbesan Sandrasegaran
A coloring-based resource allocation for OFDMA femtocell networks. WCNC (2013)
Shuqi Zhao, Xinning Zhu, Haiyan Wang, Leijia Wu
Analysis of joint effect of phase noise, IQ imbalance and amplifier nonlinearity in OFDM system. WCSP (2013)
Ameneh Daeinabi, Kumbesan Sandrasegaran, Xinning Zhu
System level simulation to evaluate the interference in macrocell-picocell downlink systems. PM2HW2N@MSWiM (2013)
Cheng-Chung Lin, Kumbesan Sandrasegaran, Xinning Zhu, Zhuliang Xu
Performance evaluation of capacity based CoMP handover algorithm for LTE-Advanced. WPMC (2012)
Banglong Xiong, Xinning Zhu, Wei Li, Gan Guo
Analysis of Maximum Power Reduction of Uplink for Carrier Aggregation in LTE-A System. ICCVE (2012)
Cheng-Chung Lin, Kumbesan Sandrasegaran, Xinning Zhu, Zhuliang Xu
On the performance of capacity integrated CoMP handover algorithm in LTE-Advanced. APCC (2012)
Daolong Sun, Xinning Zhu, Zhimin Zeng, Shaohua Wan
Downlink power control in cognitive femtocell networks. WCSP (2011)
Xinning Zhu, Jiachuan Huo, Xiaoxi Xu, Chunxiu Xu, Wei Ding
QoS-Guaranteed Scheduling and Resource Allocation Algorithm for IEEE 802.16 OFDMA System. ICC (2008)