HGTUL: A Hypergraph-based Model For Trajectory User Linking - Fengjie Chang; Xinning Zhu; Zheng Hu; Yang Qin (CoRR, 2025)

AnoGrad: Time Series Anomaly Detection with Score-Based Generative Model - Jiaxuan Mi; Xinning Zhu; Zhaoyang Meng; Zheng Hu (IEEE International Conference on Systems, Man, and Cybernetics, SMC 2024, Kuching, Malaysia, October 6-10, 2024, 2024)

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, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, 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, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, 2023)

Two-Stage Trajectory Generation Model for Realistic Human Mobility Simulation - Haofeng Gong; Xinning Zhu; Zheng Hu; Jianzhou Diao (IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application, HPCC/DSS/SmartCity/DependSys 2023, Melbourne, Australia, December 17-21, 2023, 2023)

A Personalized Online Experiment Platform for Mobile Communication Course - Xiaobo Liu; Hui Zhao; Chong Yuan; Xinning Zhu (IEEE International Conference on Advanced Learning Technologies, ICALT 2023, Orem, UT, USA, July 10-13, 2023, 2023)

Multi-Source Education Knowledge Graph Construction and Fusion for College Curricula - Zeju Li; Linya Cheng; Chunhong Zhang; Xinning Zhu; Hui Zhao (IEEE International Conference on Advanced Learning Technologies, ICALT 2023, Orem, UT, USA, July 10-13, 2023, 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, ICDEL 2023, Beijing, China, June 9-12, 2023, 2023)

Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing - Moyu Zhang; Xinning Zhu; Chunhong Zhang; Feng Pan; Wenchen Qian; Hui Zhao (IEEE International Conference on Data Mining, ICDM 2023, Shanghai, China, December 1-4, 2023, 2023)

DA-MTAD: Capturing Intra- and Inter-Metric Dependencies for Multivariate Time Series Anomaly Detection - Zhaoyang Meng; Xinning Zhu; Feng Pan; Zheng Hu (IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023, Honolulu, Oahu, HI, USA, October 1-4, 2023, 2023)

Multi-source Education Knowledge Graph Construction and Fusion for College Curricula - Zeju Li; Linya Cheng; Chunhong Zhang; Xinning Zhu; Hui Zhao (CoRR, 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 (CoRR, 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 (CoRR, 2023)

Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing - Moyu Zhang; Xinning Zhu; Chunhong Zhang; Feng Pan; Wenchen Qian; Hui Zhao (CoRR, 2023)

Multi-step Point-of-Interest-level Crowd Flow Prediction Based on Meta Learning - Yuting Feng; Xinning Zhu; Xiaosheng Tang; Zheng Hu (ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18 - 21, 2022, 2022)

Unsupervised Anomaly Detection by Autoencoder with Feature Decomposition - Yihao Guo; Xinning Zhu; Zheng Hu; Zhiqiang Zhan (ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18 - 21, 2022, 2022)

Cross-Sentence Temporal Relation Extraction with Relative Sentence Time - Pengyun Xie; Xinning Zhu; Chunhong Zhang; Zheng Hu; Guanghua Yang (Knowledge Science, Engineering and Management - 15th International Conference, KSEM 2022, Singapore, August 6-8, 2022, Proceedings, Part I, 2022)

Prediction of Cellular Network Channel Utilization Based on Graph Convolutional Networks - Rui Zhu; Xingshuang Luo; Jiayi Yao; Xinning Zhu; Chunhong Zhang (2022 IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Kyoto, Japan, September 12-15, 2022, 2022)

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)

Multi-Factors Aware Dual-Attentional Knowledge Tracing - Moyu Zhang; Xinning Zhu; Chunhong Zhang; Yang Ji; Feng Pan; Changchuan Yin (CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, 2021)

Learning Behavior Analysis Based on Instant Message and Online Learning Platform - Tingying Yang; Xinning Zhu; Yang Ji (ICETC 2021: 13th International Conference on Education Technology and Computers, Wuhan, China, October 22 - 25, 2021, 2021)

Combining Wikipedia to Identify Prerequisite Relations of Concepts in MOOCs - Haoyu Wen; Xinning Zhu; Moyu Zhang; Chunhong Zhang; Changchuan Yin (Neural Information Processing - 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part V, 2021)

A Framework of Data Fusion Through Spatio-Temporal Knowledge Graph - Xiaohan Zhang; Xinning Zhu; Jie Wu; Zheng Hu; Chunhong Zhang (Knowledge Science, Engineering and Management - 14th International Conference, KSEM 2021, Tokyo, Japan, August 14-16, 2021, Proceedings, Part I, 2021)

Multi-Factors Aware Dual-Attentional Knowledge Tracing - Moyu Zhang; Xinning Zhu; Chunhong Zhang; Yang Ji; Feng Pan; Changchuan Yin (CoRR, 2021)

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)

Deep multi-view residual attention network for crowd flows prediction - Hao Yuan; Xinning Zhu; Zheng Hu; Chunhong Zhang (Neurocomputing, 2020)

Discovery of Travelling Companions from Trajectories with Different Sampling Rates - Jiangang Yu; Yihao Guo; Xinning Zhu; Yifan You; Dinghe Xiao (CSAE 2020: The 4th International Conference on Computer Science and Application Engineering, Sanya, China, October 20-22, 2020, 2020)

Input-Aware Neural Knowledge Tracing Machine - Moyu Zhang; Xinning Zhu; Yang Ji (Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part IV, 2020)

Event-centric Tourism Knowledge Graph - A Case Study of Hainan - Jie Wu; Xinning Zhu; Chunhong Zhang; Zheng Hu (Knowledge Science, Engineering and Management - 13th International Conference, KSEM 2020, Hangzhou, China, August 28-30, 2020, Proceedings, Part I, 2020)

Student Academic Performance Prediction Using Deep Multi-source Behavior Sequential Network - Xiang Li; Xinning Zhu; Xiaoying Zhu; Yang Ji; Xiaosheng Tang (Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part I, 2020)

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)

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)

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)

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, EDM 2018, Buffalo, NY, USA, July 15-18, 2018, 2018)

Discovering Transportation Mode of Tourists Using Low-Sampling-Rate Trajectory of Cellular Data - Hewei Hu; Xinning Zhu; Zheng Hu; Jie Wu; Xiaohan Zhang (5th International Conference on Systems and Informatics, ICSAI 2018, Nanjing, China, November 10-12, 2018, 2018)

An unsupervised degradation estimation framework for diagnostics and prognostics in cyber-physical system - Zhenyu Wu; Hao Luo; Yunong Yang; Xinning Zhu; Xiaofeng Qiu (4th IEEE World Forum on Internet of Things, WF-IoT 2018, Singapore, February 5-8, 2018, 2018)

Semantic trajectories-based social relationships discovery using WiFi monitors - Fengzi Wang; Xinning Zhu; Jiansong Miao (Pers. Ubiquitous Comput., 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)

A Cluster-Based Hidden Markov Model for High-Level State Discovery from Time Series - Hao Luo; Zhenyu Wu; Xinning Zhu (3rd International Conference on Big Data Computing and Communications, BIGCOM 2017, Chengdu, China, August 10-11, 2017, 2017)

Semantic Trajectories Based Social Relationships Discovery Using WiFi Monitors - Fengzi Wang; Xinning Zhu; Jiansong Miao (Big Data Computing and Communications - Second International Conference, BigCom 2016, Shenyang, China, July 29-31, 2016. Proceedings, 2016)

Improving Location Prediction Based on the Spatial-Temporal Trajectory - Ping Li; Xinning Zhu; Jiansong Miao (Big Data Computing and Communications - Second International Conference, BigCom 2016, Shenyang, China, July 29-31, 2016. Proceedings, 2016)

Semi-automatic metadata annotation of Web of Things with knowledge base - Yunong Yang; Zhenyu Wu; Xinning Zhu (IEEE International Conference on Network Infrastructure and Digital Content, IC-NIDC 2016, Beijing, China, September 23-25, 2016, 2016)

Detecting Pedestrians Behavior in Building Based on Wi-Fi Signals - Wenyuan Ma; Xinning Zhu; Junfei Huang; Guochu Shou (2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, Chengdu, China, December 19-21, 2015, 2015)

Mining Social Groups in Campus Based on Wireless Detection - Shan Jiang; Xinning Zhu; Junfei Huang; Guochu Shou (2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, Chengdu, China, December 19-21, 2015, 2015)

Anomaly Detection for User Behavior in Wireless Network Based on Cross Entropy - Chunxiao Zhang; Yihong Hu; Xinning Zhu; Zhigang Guo; Junfei Huang (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), Beijing, China, August 10-14, 2015, 2015)

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 (25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication, PIMRC 2014, Washington DC, USA, September 2-5, 2014, 2014)

PAPR reduction for carrier aggregated uplink in LTE-A system - Limei An; Xinning Zhu; Gan Guo; Leijia Wu (15th IEEE International Conference on Communication Technology, ICCT 2013, Guilin, China, November 17-19, 2013, 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, PM2HW2N 2013, Barcelona, Spain, November 3-8, 2013, 2013)

A distributed non-uniform pricing approach for power optimization in spectrum-sharing femtocell network - Xin Li; Xinning Zhu; Leijia Wu; Kumbesan Sandrasegaran (2013 IEEE Wireless Communications and Networking Conference (WCNC), Shanghai, Shanghai, China, April 7-10, 2013, 2013)

A coloring-based resource allocation for OFDMA femtocell networks - Qian Zhang; Xinning Zhu; Leijia Wu; Kumbesan Sandrasegaran (2013 IEEE Wireless Communications and Networking Conference (WCNC), Shanghai, Shanghai, China, April 7-10, 2013, 2013)

Analysis of joint effect of phase noise, IQ imbalance and amplifier nonlinearity in OFDM system - Shuqi Zhao; Xinning Zhu; Haiyan Wang; Leijia Wu (International Conference on Wireless Communications and Signal Processing, WCSP 2013, Hangzhou, China, October 24-26, 2013, 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)

On the performance of capacity integrated CoMP handover algorithm in LTE-Advanced - Cheng-Chung Lin; Kumbesan Sandrasegaran; Xinning Zhu; Zhuliang Xu (18th Asia-Pacific Conference on Communications, APCC 2012, Jeju, Korea (South), October 15-17, 2012, 2012)

Analysis of Maximum Power Reduction of Uplink for Carrier Aggregation in LTE-A System - Banglong Xiong; Xinning Zhu; Wei Li; Gan Guo (2012 International Conference on Connected Vehicles and Expo, ICCVE 2012, Beijing, China, December 12-16, 2012, 2012)

Performance evaluation of capacity based CoMP handover algorithm for LTE-Advanced - Cheng-Chung Lin; Kumbesan Sandrasegaran; Xinning Zhu; Zhuliang Xu (The 15th International Symposium on Wireless Personal Multimedia Communications, WPMC 2012, Taipei, Taiwan, September 24-27, 2012, 2012)

Downlink power control in cognitive femtocell networks - Daolong Sun; Xinning Zhu; Zhimin Zeng; Shaohua Wan (2011 International Conference on Wireless Communications & Signal Processing, WCSP 2011, Nanjing, China, November 9-11, 2011, 2011)

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, ICC 2008, Beijing, China, 19-23 May 2008, 2008)