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Xinjiang Lu
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2020 – today
- 2024
- [j51]Yunxu Bai, Xinjiang Lu:
An online low-dimension fuzzy modeling method for time-varying processes. Inf. Sci. 665: 120348 (2024) - [j50]Yunxu Bai, Xinjiang Lu, Bowen Xu:
A Probabilistic Fuzzy Classifier for Motion Intent Recognition. IEEE Trans. Fuzzy Syst. 32(3): 1098-1107 (2024) - [j49]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): 128:1-128:31 (2024) - [c34]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: 9422-9430 - 2023
- [j48]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) - [j47]Yunxu Bai, Xinjiang Lu:
Multiple kernel learning-based rule reduction method for fuzzy modeling. Fuzzy Sets Syst. 465: 108534 (2023) - [j46]Du Xu, Xinjiang Lu:
Design and Experiment of a continuously variable-stiffness wrist for Reliable robot assembly under Misalignment. Int. J. Robotics Autom. 38(5): 334-343 (2023) - [j45]Nengjun Zhu, Lingdan Sun, Jian Cao, Xinjiang Lu, Runtong Li:
Enhancing Next-Item Recommendation Through Adaptive User Group Modeling. J. Soc. Comput. 4(2): 112-124 (2023) - [j44]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): 2781-2789 (2023) - [j43]Xinjiang Lu, Zenghui Li, Jie Xu:
Design and Control of a Hand-Launched Fixed-Wing Unmanned Aerial Vehicle. IEEE Trans. Ind. Informatics 19(3): 3006-3016 (2023) - [c33]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: 607-620 - [c32]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: 1611-1624 - [c31]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: 898-907 - [c30]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: 1559-1564 - [i7]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 abs/2301.02068 (2023) - [i6]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 abs/2301.02071 (2023) - [i5]Yan Li, Xinjiang Lu, Yaqing Wang, Dejing Dou:
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement. CoRR abs/2301.03028 (2023) - 2022
- [j42]Xinjiang Lu, Yunxu Bai:
Robust Least-Squares Support Vector Machine Using Probabilistic Inference. IEEE Trans. Cybern. 52(6): 4391-4399 (2022) - [j41]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): 9:1-9:22 (2022) - [j40]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): 116:1-116:23 (2022) - [j39]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): 723-735 (2022) - [j38]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): 226-238 (2022) - [j37]Nengjun Zhu, Jian Cao, Xinjiang Lu, Hui Xiong:
Learning a Hierarchical Intent Model for Next-Item Recommendation. ACM Trans. Inf. Syst. 40(2): 38:1-38:28 (2022) - [c29]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: 149-165 - [c28]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: 8199-8210 - [c27]Yan Chen, Jingjing Gu, Fuzhen Zhuang, Xinjiang Lu, Ming Sun:
Exploiting Hierarchical Correlations for Cross-City Cross-Mode Traffic Flow Prediction. ICDM 2022: 891-896 - [c26]Yan Li, Xinjiang Lu, Yaqing Wang, Dejing Dou:
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement. NeurIPS 2022 - [c25]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: 1174-1184 - [i4]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 abs/2208.04360 (2022) - 2021
- [j36]Zheng Peng, Xinjiang Lu:
Learning region sparse constraint correlation filter for tracking. Signal Process. Image Commun. 90: 116042 (2021) - [j35]Xinjiang Lu, Du Xu, Wenbo Liu:
Development of Spatiotemporal Recurrent Neural Network for Modeling of Spatiotemporal Processes. IEEE Trans. Ind. Informatics 17(1): 189-198 (2021) - [j34]Xinjiang Lu, Xiangbo Cui:
A Spatiotemporal Neural Network Modeling Method for Nonlinear Distributed Parameter Systems. IEEE Trans. Ind. Informatics 17(3): 1916-1926 (2021) - [j33]Nengjun Zhu, Jian Cao, Xinjiang Lu, Qi Gu:
Leveraging pointwise prediction with learning to rank for top-N recommendation. World Wide Web 24(1): 375-396 (2021) - [c24]Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong:
Community-Aware Multi-Task Transportation Demand Prediction. AAAI 2021: 320-327 - [c23]Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong:
Out-of-Town Recommendation with Travel Intention Modeling. AAAI 2021: 4529-4536 - [c22]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: 4723-4731 - [c21]Xu Zhang, Liang Zhang, Bo Jin, Xinjiang Lu:
A Multi-view Confidence-calibrated Framework for Fair and Stable Graph Representation Learning. ICDM 2021: 1493-1498 - [i3]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 abs/2101.06954 (2021) - [i2]Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong:
Out-of-Town Recommendation with Travel Intention Modeling. CoRR abs/2101.12555 (2021) - 2020
- [j32]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: 215327-215342 (2020) - [j31]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): 342-350 (2020) - [j30]Xinjiang Lu, Yunxu Bai:
A New Rule Reduction Method for Fuzzy Modeling. IEEE Trans. Fuzzy Syst. 28(11): 3023-3031 (2020) - [j29]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): 10:1-10:27 (2020) - [j28]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): 5162-5171 (2020) - [c20]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: 251-256 - [c19]Bo Jin, Ke Cheng, Yue Qu, Liang Zhang, Keli Xiao, Xinjiang Lu, Xiaopeng Wei:
Fast Sparse Connectivity Network Adaption via Meta-Learning. ICDM 2020: 232-241 - [c18]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: 3459-3465 - [c17]Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu, Hui Xiong:
Competitive Analysis for Points of Interest. KDD 2020: 1265-1274
2010 – 2019
- 2019
- [j27]Xinjiang Lu, Yunxu Bai, Bin Fan, Hao Sui:
A Hybrid Offline/Online Modeling Based Tracking Control for Complex Hydraulic Driving Processes. IEEE Access 7: 106102-106110 (2019) - [j26]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: 137583-137593 (2019) - [j25]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): 7882-7892 (2019) - [j24]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): 43:1-43:25 (2019) - [j23]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): 1760-1773 (2019) - [c16]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: 2314-2324 - 2018
- [j22]Xinjiang Lu, Xiangbo Cui, Yi Zhang, Feng Yin:
Construction of Confidence Intervals for Distributed Parameter Processes Under Noise. IEEE Access 6: 37748-37757 (2018) - [j21]Xinjiang Lu, Te-Te Hu, Yi Zhang, Bin Fan:
Robust Clustered Support Vector Machine With Applications to Modeling of Practical Processes. IEEE Access 6: 75143-75154 (2018) - [j20]GaoFeng Qin, Xinjiang Lu:
Integration of weighted LS-SVM and manifold learning for fuzzy modeling. Neurocomputing 282: 184-191 (2018) - [j19]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): 2368-2377 (2018) - [j18]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): 2909-2920 (2018) - [c15]Qingyang Li, Zhiwen Yu, Bin Guo, Xinjiang Lu:
Inferring Housing Demand based on Express Delivery Data. IEEE BigData 2018: 1445-1454 - [c14]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: 241-255 - [i1]Yi Ouyang, Bin Guo, Xinjiang Lu, Qi Han, Tong Guo, Zhiwen Yu:
CompetitiveBike: Competitive Prediction of Bike-Sharing Apps Using Heterogeneous Crowdsourced Data. CoRR abs/1802.05568 (2018) - 2017
- [j17]Chu Guan, Yanjie Fu, Xinjiang Lu, Enhong Chen, Xiaolin Li, Hui Xiong:
Efficient karaoke song recommendation via multiple kernel learning approximation. Neurocomputing 254: 22-32 (2017) - [j16]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): 242-245 (2017) - [j15]Xinjiang Lu, Wei Zou, Minghui Huang:
Robust Spatiotemporal LS-SVM Modeling for Nonlinear Distributed Parameter System With Disturbance. IEEE Trans. Ind. Electron. 64(10): 8003-8012 (2017) - [j14]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): 1723-1733 (2017) - [j13]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): 1753-1762 (2017) - [c13]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: 1307-1312 - [c12]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: 137-140 - [c11]Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu, Hui Xiong:
Point-of-Interest Demand Modeling with Human Mobility Patterns. KDD 2017: 947-955 - 2016
- [j12]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: 617-626 (2016) - [j11]Chuang Zhou, Xinjiang Lu, Minghui Huang:
Dempster-Shafer theory-based robust least squares support vector machine for stochastic modelling. Neurocomputing 182: 145-153 (2016) - [j10]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): 5476-5496 (2016) - [j9]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): 1156-1165 (2016) - [j8]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): 2851-2864 (2016) - [j7]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): 1703-1710 (2016) - [c10]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: 1052-1063 - [c9]Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong:
To be or Not to be Friends: Exploiting Social Ties for Venture Investments. ICDM 2016: 699-708 - [c8]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: 877-882 - [c7]Chu Guan, Yanjie Fu, Xinjiang Lu, Hui Xiong, Enhong Chen, Yingling Liu:
Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model. SDM 2016: 135-143 - 2015
- [j6]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): 5-9 (2015) - [j5]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): 663-670 (2015) - [j4]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): 1277-1286 (2015) - [j3]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): 7:1-7:22 (2015) - [c6]Chu Guan, Xinjiang Lu, Xiaolin Li, Enhong Chen, Wenjun Zhou, Hui Xiong:
Discovery of College Students in Financial Hardship. ICDM 2015: 141-150 - 2014
- [j2]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: 197-207 (2014) - 2013
- [c5]Huilei He, Zhiwen Yu, Bin Guo, Xinjiang Lu, Jilei Tian:
Tree-Based Mining for Discovering Patterns of Reposting Behavior in Microblog. ADMA (1) 2013: 372-384 - [c4]Yun Feng, Zhiwen Yu, Xinjiang Lu, Jilei Tian:
Understanding Human Dynamics of Check-in Behavior in LBSNs. GreenCom/iThings/CPScom 2013: 923-930 - [c3]Xinjiang Lu, Zhiwen Yu, Bin Guo, Xingshe Zhou:
Modeling and Predicting the Re-post Behavior in Sina Weibo. GreenCom/iThings/CPScom 2013: 962-969 - 2012
- [j1]Xinjiang Lu, Minghui Huang:
System-Decomposition-Based Multilevel Control for Hydraulic Press Machine. IEEE Trans. Ind. Electron. 59(4): 1980-1987 (2012) - 2011
- [c2]Zhenqi Sun, Minghui Huang, Xinjiang Lu:
A Cohesive Zone Model in Adhesive Bonding Joint Based on MSC.marc. ICDMA 2011: 8-11
2000 – 2009
- 2008
- [c1]Xinjiang Lu, Han-Xiong Li:
Sub-domain intelligent modeling based on neural networks. IJCNN 2008: 445-449
Coauthor Index
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