Xinjiang Lu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 80

Top Topics

Probabilistic Inference

Top Venues

IEEE Trans. Ind. Informatics

Publications

Yunxu Bai, Xinjiang Lu
An online low-dimension fuzzy modeling method for time-varying processes. Inf. Sci. 665 (2024)
Hanzhe Li, Jingjing Gu, Xinjiang Lu, Dazhong Shen, Yuting Liu, YaNan Deng, Guoliang Shi, Hui Xiong
Beyond Relevance: Factor-level Causal Explanation for User Travel Decisions with Counterfactual Data Augmentation. ACM Trans. Inf. Syst. 42 (5) (2024)
Qiang Zhou, Xinjiang Lu, Jingjing Gu, Zhe Zheng, Bo Jin, Jingbo Zhou
Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder. AAAI (2024)
Yunxu Bai, Xinjiang Lu, Bowen Xu
A Probabilistic Fuzzy Classifier for Motion Intent Recognition. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Du Xu, Xinjiang Lu
Design and Experiment of a continuously variable-stiffness wrist for Reliable robot assembly under Misalignment, 334-343. Int. J. Robotics Autom. 38 (5) (2023)
Xinjiang Lu, Zenghui Li, Jie Xu
Design and Control of a Hand-Launched Fixed-Wing Unmanned Aerial Vehicle. IEEE Trans. Ind. Informatics 19 (3) (2023)
Nengjun Zhu, Lingdan Sun, Jian Cao, Xinjiang Lu, Runtong Li
Enhancing Next-Item Recommendation Through Adaptive User Group Modeling. J. Soc. Comput. 4 (2) (2023)
Nengjun Zhu, Jieyun Huang, Jian Cao, Xinjiang Lu, Hao Liu, Hui Xiong
MtiRec: A Medical Test Recommender System based on the Analysis of Treatment Programs. ICDM (2023)
Yan Li, Xinjiang Lu, Haoyi Xiong, Jian Tang, Jiantao Su, Bo Jin, Dejing Dou
Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution. CoRR (2023)
Tete Hu, Xinjiang Lu, Jin Liu
Inchworm-Like Soft Robot with Multimodal Locomotion Using an Acrylic Stick-Constrained Dielectric Elastomer Actuator. Adv. Intell. Syst. 5 (2) (2023)
Zhe Zheng, Jingjing Gu, Qiang Zhou, Xinjiang Lu
Prediction in Long-term Evolution: Exploiting the Interaction Between Urban Crowd Flow Variation and POI Transition Patterns. ICDM (2023)
Jiatao Chen, Liang Zhang, Ke Cheng, Bo Jin, Xinjiang Lu, Chao Che
Predicting Drug-Target Interaction Via Self-Supervised Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (5) (2023)
Xi Chen, Xinjiang Lu, Haoran Xin, Wenjun Peng, Haoyang Duan, Feihu Jiang, Jingbo Zhou, Hui Xiong
A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation. EMNLP (Findings) (2023)
Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach. CoRR (2023)
Yunxu Bai, Xinjiang Lu
Multiple kernel learning-based rule reduction method for fuzzy modeling. Fuzzy Sets Syst. 465 (2023)
Yan Li, Xinjiang Lu, Haoyi Xiong, Jian Tang, Jiantao Su, Bo Jin, Dejing Dou
Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution. ICDE (2023)
Yan Li, Xinjiang Lu, Yaqing Wang, Dejing Dou
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement. CoRR (2023)
Nengjun Zhu, Jian Cao, Xinjiang Lu, Chuanren Liu, Hao Liu, Yanyan Li, Xiangfeng Luo, Hui Xiong
Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach. EMNLP (2022)
Yan Chen, Jingjing Gu, Fuzhen Zhuang, Xinjiang Lu, Ming Sun
Exploiting Hierarchical Correlations for Cross-City Cross-Mode Traffic Flow Prediction. ICDM (2022)
Hanzhe Li, Jingjing Gu, Haochao Ying, Xinjiang Lu, Jingyuan Yang
User Multi-behavior Enhanced POI Recommendation with Efficient and Informative Negative Sampling. APWeb/WAIM (3) (2022)
Hao Liu, Yongxin Tong, Jindong Han, Panpan Zhang, Xinjiang Lu, Hui Xiong
Incorporating Multi-Source Urban Data for Personalized and Context-Aware Multi-Modal Transportation Recommendation. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Haoran Xin, Xinjiang Lu, Nengjun Zhu, Tong Xu, Dejing Dou, Hui Xiong
CAPTOR: A Crowd-Aware Pre-Travel Recommender System for Out-of-Town Users. SIGIR (2022)
Hongting Niu, Hengshu Zhu, Ying Sun, Xinjiang Lu, Jing Sun, Zhiyuan Zhao, Hui Xiong, Bo Lang
Exploring the Risky Travel Area and Behavior of Car-hailing Service. ACM Trans. Intell. Syst. Technol. 13 (1) (2022)
Nengjun Zhu, Jian Cao, Xinjiang Lu, Hui Xiong
Learning a Hierarchical Intent Model for Next-Item Recommendation. ACM Trans. Inf. Syst. 40 (2) (2022)
Yan Li, Xinjiang Lu, Yaqing Wang, Dejing Dou
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement. NeurIPS (2022)
Xinjiang Lu, Yunxu Bai
Robust Least-Squares Support Vector Machine Using Probabilistic Inference. IEEE Trans. Cybern. 52 (6) (2022)
Jingbo Zhou, Xinjiang Lu, Yixiong Xiao, Jiantao Su, Junfu Lyu, Yanjun Ma, Dejing Dou
SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting Challenge at KDD Cup 2022. CoRR (2022)
Renjun Hu, Jingbo Zhou, Xinjiang Lu, Hengshu Zhu, Shuai Ma, Hui Xiong
$\mathsf{NCF}$NCF: A Neural Context Fusion Approach to Raw Mobility Annotation. IEEE Trans. Mob. Comput. 21 (1) (2022)
Xinjiang Lu, Du Xu, Wenbo Liu
Development of Spatiotemporal Recurrent Neural Network for Modeling of Spatiotemporal Processes. IEEE Trans. Ind. Informatics 17 (1) (2021)
Zheng Peng, Xinjiang Lu
Learning region sparse constraint correlation filter for tracking. Signal Process. Image Commun. 90 (2021)
Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong
Community-Aware Multi-Task Transportation Demand Prediction. AAAI (2021)
Xu Zhang, Liang Zhang, Bo Jin, Xinjiang Lu
A Multi-view Confidence-calibrated Framework for Fair and Stable Graph Representation Learning. ICDM (2021)
Xinjiang Lu, Xiangbo Cui
A Spatiotemporal Neural Network Modeling Method for Nonlinear Distributed Parameter Systems. IEEE Trans. Ind. Informatics 17 (3) (2021)
Nengjun Zhu, Jian Cao, Xinjiang Lu, Qi Gu
Leveraging pointwise prediction with learning to rank for top-N recommendation. World Wide Web 24 (1) (2021)
Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong
Out-of-Town Recommendation with Travel Intention Modeling. AAAI (2021)
Qiang Zhou, Jingjing Gu, Xinjiang Lu, Fuzhen Zhuang, Yanchao Zhao, Qiuhong Wang, Xiao Zhang
Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction. CoRR (2021)
Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong
Out-of-Town Recommendation with Travel Intention Modeling. CoRR (2021)
Qiang Zhou, Jingjing Gu, Xinjiang Lu, Fuzhen Zhuang, Yanchao Zhao, Qiuhong Wang, Xiao Zhang
Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction. AAAI (2021)
Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu, Hui Xiong
Competitive Analysis for Points of Interest. KDD (2020)
Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong
Why We Go Where We Go: Profiling User Decisions on Choosing POIs. IJCAI (2020)
Bowen Xu, Xinjiang Lu
An Online Adaptive Control Strategy for Trajectory Tracking of Quadrotors Based on Fuzzy Approximation and Robust Sliding Mode Algorithm. IEEE Access 8 (2020)
Bo Jin, Ke Cheng, Yue Qu, Liang Zhang, Keli Xiao, Xinjiang Lu, Xiaopeng Wei
Fast Sparse Connectivity Network Adaption via Meta-Learning. ICDM (2020)
Xinjiang Lu, Li Ming, Te-Te Hu, Bin Fan
Collaborative Learning-Based Clustered Support Vector Machine for Modeling of Nonlinear Processes Subject to Noise. IEEE Trans. Syst. Man Cybern. Syst. 50 (12) (2020)
Jiatao Chen, Liang Zhang, Ke Cheng, Bo Jin, Xinjiang Lu, Chao Che, Yiwei Liu
Exploring Multi-level Mutual Information for Drug-target Interaction Prediction. BIBM (2020)
Xinjiang Lu, Yunxu Bai
A New Rule Reduction Method for Fuzzy Modeling. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Xinjiang Lu, Zhiwen Yu, Chuanren Liu, Yanchi Liu, Hui Xiong, Bin Guo
Inferring Lifetime Status of Point-of-Interest: A Multitask Multiclass Approach. ACM Trans. Knowl. Discov. Data 14 (1) (2020)
Hao Liu, Jindong Han, Yanjie Fu, Jingbo Zhou, Xinjiang Lu, Hui Xiong
Multi-Modal Transportation Recommendation with Unified Route Representation Learning. Proc. VLDB Endow. 14 (3) (2020)
Xinjiang Lu, Te-Te Hu, Feng Yin
A Novel Spatiotemporal Fuzzy Method for Modeling of Complex Distributed Parameter Processes. IEEE Trans. Ind. Electron. 66 (10) (2019)
Xinjiang Lu, Jie Xu, Chao-Jun Zhou
A Modeling Approach With Spatial Basis Functions Learning and Temporal Dynamic Online Modeling for Time-Varying Distributed Parameter Processes. IEEE Access 7 (2019)
Qingyang Li, Zhiwen Yu, Bin Guo, Huang Xu, Xinjiang Lu
Housing Demand Estimation Based on Express Delivery Data. ACM Trans. Knowl. Discov. Data 13 (4) (2019)
Hao Liu, Yongxin Tong, Panpan Zhang, Xinjiang Lu, Jianguo Duan, Hui Xiong
Hydra: A Personalized and Context-Aware Multi-Modal Transportation Recommendation System. KDD (2019)
Yi Ouyang, Bin Guo, Xinjiang Lu, Qi Han, Tong Guo, Zhiwen Yu
CompetitiveBike: Competitive Analysis and Popularity Prediction of Bike-Sharing Apps Using Multi-Source Data. IEEE Trans. Mob. Comput. 18 (8) (2019)
Xinjiang Lu, Yunxu Bai, Bin Fan, Hao Sui
A Hybrid Offline/Online Modeling Based Tracking Control for Complex Hydraulic Driving Processes. IEEE Access 7 (2019)
GaoFeng Qin, Xinjiang Lu
Integration of weighted LS-SVM and manifold learning for fuzzy modeling. Neurocomputing 282 (2018)
Yi Ouyang, Bin Guo, Xinjiang Lu, Qi Han, Tong Guo, Zhiwen Yu
CompetitiveBike: Competitive Prediction of Bike-Sharing Apps Using Heterogeneous Crowdsourced Data. CoRR (2018)
Xinjiang Lu, Wenbo Liu, Chuang Zhou, Minghui Huang
Robust Least-Squares Support Vector Machine With Minimization of Mean and Variance of Modeling Error. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Qingyang Li, Zhiwen Yu, Bin Guo, Xinjiang Lu
Inferring Housing Demand based on Express Delivery Data. IEEE BigData (2018)
Xinjiang Lu, Xiangbo Cui, Yi Zhang, Feng Yin
Construction of Confidence Intervals for Distributed Parameter Processes Under Noise. IEEE Access 6 (2018)
Xinjiang Lu, Li Ming, Wenbo Liu, Han-Xiong Li
Probabilistic Regularized Extreme Learning Machine for Robust Modeling of Noise Data. IEEE Trans. Cybern. 48 (8) (2018)
Yi Ouyang, Bin Guo, Xinjiang Lu, Qi Han, Tong Guo, Zhiwen Yu
CompetitiveBike: Competitive Prediction of Bike-Sharing Apps Using Heterogeneous Crowdsourced Data. GPC (2018)
Xinjiang Lu, Te-Te Hu, Yi Zhang, Bin Fan
Robust Clustered Support Vector Machine With Applications to Modeling of Practical Processes. IEEE Access 6 (2018)
Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu, Hui Xiong
Point-of-Interest Demand Modeling with Human Mobility Patterns. KDD (2017)
Xinjiang Lu, Feng Yin, Chang Liu, Minghui Huang
Online Spatiotemporal Extreme Learning Machine for Complex Time-Varying Distributed Parameter Systems. IEEE Trans. Ind. Informatics 13 (4) (2017)
Xinjiang Lu, Wei Zou, Minghui Huang
Robust Spatiotemporal LS-SVM Modeling for Nonlinear Distributed Parameter System With Disturbance. IEEE Trans. Ind. Electron. 64 (10) (2017)
Chu Guan, Yanjie Fu, Xinjiang Lu, Enhong Chen, Xiaolin Li, Hui Xiong
Efficient karaoke song recommendation via multiple kernel learning approximation. Neurocomputing 254 (2017)
Xinjiang Lu, Zhiwen Yu, Chuanren Liu, Yanchi Liu, Hui Xiong, Bin Guo
Forecasting the rise and fall of volatile point-of-interests. IEEE BigData (2017)
Xinjiang Lu, Wenbo Liu, Chuang Zhou, Minghui Huang
Probabilistic Weighted Support Vector Machine for Robust Modeling With Application to Hydraulic Actuator. IEEE Trans. Ind. Informatics 13 (4) (2017)
Chuang Zhou, Bin Fan, Lei Zhu, Xinjiang Lu
用于鲁棒性建模的概率权重极限学习机 (Probabilistic Weighted Extreme Learning Machine for Robust Modeling). 计算机科学 44 (8) (2017)
Xinjiang Lu, Zhiwen Yu, He Du, Fei Yi, Bin Guo
Discovery of booming and decaying point-of-interest with human mobility data. UbiComp/ISWC Adjunct (2017)
Xinjiang Lu, Chuang Zhou, Minghui Huang, WenBing Lv
Regularized online sequential extreme learning machine with adaptive regulation factor for time-varying nonlinear system. Neurocomputing 174 (2016)
Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong
Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective. ICDM (2016)
Xinjiang Lu, Zhiwen Yu, Leilei Sun, Chuanren Liu, Hui Xiong, Chu Guan
Characterizing the life cycle of point of interests using human mobility patterns. UbiComp (2016)
Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong
To be or Not to be Friends: Exploiting Social Ties for Venture Investments. ICDM (2016)
Yanjie Fu, Hui Xiong, Xinjiang Lu, Jin Yang, Can Chen
Service Usage Classification with Encrypted Internet Traffic in Mobile Messaging Apps. IEEE Trans. Mob. Comput. 15 (11) (2016)
Chuang Zhou, Xinjiang Lu, Minghui Huang
Dempster-Shafer theory-based robust least squares support vector machine for stochastic modelling. Neurocomputing 182 (2016)
Xinjiang Lu, Wei Zou, Minghui Huang
A Novel Spatiotemporal LS-SVM Method for Complex Distributed Parameter Systems With Applications to Curing Thermal Process. IEEE Trans. Ind. Informatics 12 (3) (2016)
Bi Fan, Xinjiang Lu, Han-Xiong Li
Probabilistic Inference-Based Least Squares Support Vector Machine for Modeling Under Noisy Environment. IEEE Trans. Syst. Man Cybern. Syst. 46 (12) (2016)
Ling Yin, Chuanren Liu, Xinjiang Lu, JiaFeng Chen, Caixing Liu
Efficient Compression Algorithm with Limited Resource for Continuous Surveillance. KSII Trans. Internet Inf. Syst. 10 (11) (2016)
Chu Guan, Yanjie Fu, Xinjiang Lu, Hui Xiong, Enhong Chen, Yingling Liu
Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model. SDM (2016)
Xinjiang Lu, Chang Liu, Minghui Huang
Online Probabilistic Extreme Learning Machine for Distribution Modeling of Complex Batch Forging Processes. IEEE Trans. Ind. Informatics 11 (6) (2015)
Zhiwen Yu, Zhu Wang, Huilei He, Jilei Tian, Xinjiang Lu, Bin Guo
Discovering Information Propagation Patterns in Microblogging Services. ACM Trans. Knowl. Discov. Data 10 (1) (2015)
Jiafan Zhang, Bin Guo, Xinjiang Lu, Zhiwen Yu, Xingshe Zhou
基于移动群智数据的城市热点事件感知方法 (Approach for Urban Popular Event Detection Using Mobile Crowdsourced Data). 计算机科学 42 (Z6) (2015)
Chu Guan, Xinjiang Lu, Xiaolin Li, Enhong Chen, Wenjun Zhou, Hui Xiong
Discovery of College Students in Financial Hardship. ICDM (2015)
Xinjiang Lu, Bi Fan, Minghui Huang
A Novel LS-SVM Modeling Method for a Hydraulic Press Forging Process With Multiple Localized Solutions. IEEE Trans. Ind. Informatics 11 (3) (2015)
Xinjiang Lu, Zhiwen Yu, Bin Guo, Xingshe Zhou
Predicting the content dissemination trends by repost behavior modeling in mobile social networks. J. Netw. Comput. Appl. 42 (2014)
Huilei He, Zhiwen Yu, Bin Guo, Xinjiang Lu, Jilei Tian
Tree-Based Mining for Discovering Patterns of Reposting Behavior in Microblog. ADMA (1) (2013)
Yun Feng, Zhiwen Yu, Xinjiang Lu, Jilei Tian
Understanding Human Dynamics of Check-in Behavior in LBSNs. GreenCom/iThings/CPScom (2013)
Xinjiang Lu, Zhiwen Yu, Bin Guo, Xingshe Zhou
Modeling and Predicting the Re-post Behavior in Sina Weibo. GreenCom/iThings/CPScom (2013)
Xinjiang Lu, Minghui Huang
System-Decomposition-Based Multilevel Control for Hydraulic Press Machine. IEEE Trans. Ind. Electron. 59 (4) (2012)
Zhenqi Sun, Minghui Huang, Xinjiang Lu
A Cohesive Zone Model in Adhesive Bonding Joint Based on MSC.marc. ICDMA (2011)
Xinjiang Lu, Han-Xiong Li
Sub-domain intelligent modeling based on neural networks. IJCNN (2008)