Yuanbo Xu's Homepage

News

30 Oct 2024
One paper is accepted by IEEE TKDE (CCF A) on the Missing-Not-At-Random, generative model, recommender systems.

14 Aug 2024
One paper is accepted by IEEE TMC (CCF A) on the mobile crowdSensing, route navigation, potential game and nash equilibrium.

24 May 2024
One paper is accepted by ACM TOIS (CCF A) on the foundational architecture for sequential recommendation.

15 March 2024
One paper is accepted by DASFAA (CCF B) on separating and learning latent confounders to enhancing user preferences modeling.

28 Nov 2023
One paper is accepted by IEEE TKDE on spatial-temporal trajectory and sequential location-based recommendation.

28 June 2023
One paper is accepted by IEEE TKDE on generative models,cold start and recommendation.

8 Feb 2023
One paper is accepted by IEEE TKDE on zone-enhanced model and POI recommendation.

9 May 2022
One paper is accepted by ICDE on sequential POI recommendation.

2 May 2022
One paper is accepted by INFOCOM on mobile crowdsensing and spatio-temporal fracture data.

2 Feb 2022
One paper is accepted by IEEE TMC on mobile crowdsensing,collaboration likelihood and combinatorial multi-armed bandit.

Yuanbo XU

Associate Professor

College of Computer Science and Technology
Jilin University

2699 Qianjin Road, Changchun, China 130012

Email: yuanbox@jlu.edu.cn

I lead the Data Mining Group of Mobile Intelligent Computing Lab (MIC Lab). My research interests span information retrieval, spatio-temporal data mining, and urban computing. I have over 40 publications appeared in several top conferences such as INFOCOM, ICDE, and journals including TKDE, TMC, and TNNLS. Moreover, I have served as (senior) PC member for conferences including WWW, KDD, IJCAI, AAAI, etc.

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Hiring PhD students and masters. Requirements:
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Selected Publications

(Full list see my [Group Homepage ] [Google Scholar ] )
In the Year of 2024:

pdf	Learning without Missing-At-Random Prior Propensity-A Generative Approach for Recommender Systems Yuanbo Xu , Fuzhen Zhuang, En Wang, Chaozhuo Li, Jie Wu IEEE TKDE 2024 (CCF A)

pdf	Deeply Fusing Semantics and Interactions for Item Representation Learning via Topology-driven Pre-training Shiqin Liu, Chaozhuo Li, Xi Zhang, Minjun Zhao, Yuanbo Xu , Jiajun Bu ACM MM 2024 (CCF A)

pdf	Distributed Task Selection for Crowdsensing: a Game-Theoretical Approach En Wang, Dongming Luan, Yuanbo Xu, Yongjian Yang, Jie Wu IEEE Transactions on Mobile Computing 2024 (CCF A) Corresponding

pdf	TriMLP: A Foundational MLP-like Architecture for Sequential Recommendation Yiheng Jiang, Yuanbo Xu, Yongjian Yang, Funing Yang, Pengyang Wang, Chaozhuo Li, Fuzhen Zhuang, Hui Xiong ACM TOIS 2024 (CCF A) Corresponding

pdf	Hierarchical Reinforcement Learning on Multi-Channel Hypergraph Neural Network for Course Recommendation Lu Jiang,Yanan Xiao,Xinxin Zhao,Yuanbo Xu,Shuli Hu,Pengyang Wang,Minghao Yin IJCAI 2024 (CCF A)

pdf	Hierarchical Reinforcement Learning for Point of Interest Recommendation Yanan Xiao,Lu Jiang,Kunpeng Liu,Yuanbo Xu,Pengyang Wang,Minghao Yin IJCAI 2024 (CCF A)

pdf	Separating and Learning Latent Confounders to Enhancing User Preferences Modeling Hangtong Xu, Yuanbo Xu, Yongjian Yang DASFAA 2024 (CCF B) Corresponding

pdf	An adaptive category-aware recommender based on dual knowledge graphs Yuanbo Xu, Tian Li, Yongjian Yang, Weitong Chen, Lin Yue Information Processing & Management 2024 (CCF B, 中科院1区)

In the Year of 2023:

pdf	Spatial-Temporal Interval Aware Individual Future Trajectory Prediction Yiheng Jiang, Yongjian Yang, Yuanbo Xu, En Wang IEEE TKDE 2023 (CCF A) Corresponding

pdf	GS²-RS: A Generative Approach for Alleviating Cold start and Filter bubbles in Recommender Systems Yuanbo Xu, En Wang, Yongjian Yang, Hui Xiong IEEE TKDE 2023 (CCF A)

pdf	Deep Generative Imputation Model for Missing Not At Random Data Jialei Chen, Yuanbo Xu, Pengyang Wang, Yongjian Yang CIKM 2023 (CCF B) Corresponding

pdf	SEN-FCB: an unsupervised twinning neural network for image registration Mingrui Ma, Guixia Liu, Lei Song,Yuanbo Xu Applied Intelligence 2023

pdf	Dynamic traffic correlations based spatio-temporal graph convolutional network for urban traffic prediction Yuanbo Xu, Xiao Cai, En Wang, Wenbin Liu, Yongjian Yang, Funing Yang Information Sciences 2023 (CCF B, 中科院1区)

pdf	Zone-Enhanced Spatio-Temporal Representation Learning for Urban POI Recommendation En Wang, Yuanbo Xu, Yongjian Yang, Yiheng Jiang, Fukang Yang, Jie Wu IEEE TKDE 2023 (CCF A) Corresponding

pdf	Boosting Urban Prediction via Addressing Spatial-Temporal Distribution Shift Xuanming Hu, Wei Fan, Kun Yi, Pengfei Wang, Yuanbo Xu, Yanjie Fu, Pengyang Wang ICDM 2023 (CCF B)

In the Year of 2022:

pdf	Symmetric transformer-based network for unsupervised image registration Mingrui Ma, Yuanbo Xu, Lei Song, Guixia Liu Knowledge-Based Systems 2022 (中科院1区)

pdf	Limi-TFP: Citywide Traffic Flow Prediction With Limited Road Status Information Qiuyang Huang, Hongfei Jia, Yuanbo Xu, Yongjian Yang, Gaoxi Xiao IEEE Transactions on Vehicular Technology 2022 Corresponding

pdf	Fine-Grained Urban Flow Inferring via Conditional Generative Adversarial Networks Xv Zhang,Yuanbo Xu, Ying Li, Yongjian Yang APWeb 2022

pdf	Distributed Game-Theoretical D2D-Enabled Task Offloading in Mobile Edge Computing En Wang, Han Wang, Pengmin Dong, Yuanbo Xu, Yongjian Yang Journal of Computer Science and Technology 2022 *Corresponding

pdf	Spatial-temporal interval aware sequential POI recommendation En Wang, Yiheng Jiang, Yuanbo Xu, Liang Wang, Yongjian Yang IEEE ICDE 2022 (CCF A) Corresponding

pdf	Spatiotemporal fracture data inference in sparse urban crowdsensing En Wang, Mijia Zhang, Yuanbo Xu, Haoyi Xiong, Yongjian Yang IEEE INFOCOM 2022 (CCF A) Corresponding

pdf	Truthful user recruitment for cooperative crowdsensing task: A combinatorial multi-armed bandit approach Hengzhi Wang, Yongjian Yang, En Wang, Wenbin Liu, Yuanbo Xu, Jie Wu IEEE Transactions on Mobile Computing 2022 (CCF A)

pdf	Real-time POI recommendation via modeling long-and short-term user preferences Xin Liu, Yongjian Yang, Yuanbo Xu, Funing Yang, Qiuyang Huang, Hong Wang Neurocomputing 2022

In the Year of 2021:

pdf	Discovering Urban Functions of High-Definition Zoning with Continuous Human Traces Chunyu Liu, Yongjian Yang, Zijun Yao, Yuanbo Xu, Weitong Chen, Lin Yue, Haomeng Wu CIKM 2021 (CCF B) Corresponding

pdf	Distributed game-theoretical task offloading for mobile edge computing En Wang, Pengmin Dong,Yuanbo Xu, Dawei Li, Liang Wang, Yongjian Yang IEEE International Conference on Mobile Adhoc and Sensor Systems 2021 Corresponding author

pdf	Human origin-destination flow prediction based on large scale mobile signal data Qiuyang Huang, Yongjian Yang, Yuanbo Xu, En Wang, Kangning Zhu Wireless Communications and Mobile Computing 2021 Corresponding author

pdf	Citywide road-network traffic monitoring using large-scale mobile signaling data Qiuyang Huang, Yongjian Yang, Yuanbo Xu, Funing Yang, Zhilu Yuan, Yongxiong Sun Neurocomputing 2021

pdf	Exploiting outlier value effects in sparse urban crowdsensing En Wang, Mijia Zhang, Yongjian Yang, Yuanbo Xu, Jie Wu IWQOS 2021 (CCF B) Corresponding author

pdf	ToP: Time-dependent zone-enhanced points-of-interest embedding-based explainable recommender system En Wang,Yuanbo Xu, Yongjian Yang, Fukang Yang, Chunyu Liu, Yiheng Jiang INFOCOM 2021 (CCF A) Corresponding

pdf	Super Resolution Deduction: Inferring Fine-Grained Capacity for Urban Signal Station Deployment Yongjian Yang, Jufeng Hou,Yuanbo Xu* IEEE Access 2021 *Corresponding author

pdf	A Unified Collaborative Representation Learning for Neural-Network Based Recommender Systems Yuanbo Xu, En Wang, Yongjian Yang, Yi Chang IEEE TKDE 2021 (CCF A)

In the Year of 2020:

pdf	Detect professional malicious user with metric learning in recommender systems Yuanbo Xu, Yongjian Yang, En Wang, Fuzhen Zhuang, Hui Xiong IEEE TKDE 2020 (CCF A)

pdf	Combinatorial multi-armed bandit based user recruitment in mobile crowdsensing Hengzhi Wang, Yongjian Yang, En Wang, Wenbin Liu,Yuanbo Xu, Jie Wu SECON 2020 (CCF B)

pdf	Neural serendipity recommendation: Exploring the balance between accuracy and novelty with sparse explicit feedback Yuanbo Xu, Yongjian Yang, En Wang, Jiayu Han, Fuzhen Zhuang, Zhiwen Yu, Hui Xiong ACM TKDD 2020 (CCF B)

pdf	Multiagent reinforcement learning-based taxi predispatching model to balance taxi supply and demand Yongjian Yang, Xintao Wang, Yuanbo Xu, Qiuyang Huang Journal of Advanced Transportation 2020 Corresponding author

pdf	Budgeted video replacement policy in mobile crowdsensing En Wang, Yongjian Yang, Jie Wu, Kaihao Lou, Wenbin Liu,Yuanbo Xu Journal of Parallel and Distributed Computing 2020 (CCF B)

In the Year of 2019:

pdf	Slanderous user detection with modified recurrent neural networks in recommender system Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Jingci Ming, Hui Xiong Information Sciences 2019 (CCF B, 中科院1区)

pdf	Deep latent factor model with hierarchical similarity measure for recommender systems Jiayu Han, Lei Zheng, He Huang, Yuanbo Xu, S Yu Philip, Wanli Zuo Information Sciences 2019 (CCF B, 中科院1区)

pdf	Adaptive deep modeling of users and items using side information for recommendation Jiayu Han, Lei Zheng, Yuanbo Xu, Bangzuo Zhang, Fuzhen Zhuang, S Yu Philip, Wanli Zuo IEEE transactions on neural networks and learning systems 2019 (CCF B, 中科院1区)

pdf	NeuO: Exploiting the sentimental bias between ratings and reviews with neural networks Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Fuzhen Zhuang, Jingyuan Yang, Hui Xiong Neural Networks 2019 (CCF B, 中科院1区)

pdf	Improving Recommendations by Embedding Multi-Entity Relationships With Latent Dual-Metric Learning Yuanbo Xu, Yongjian Yang, Jiayu Han, Xiang Li, En Wang IEEE Access 2019

In the Year of 2018:

pdf	Exploiting the sentimental bias between ratings and reviews for enhancing recommendation Yuanbo Xu, Yongjian Yang, Jiayu Han, En Wang, Fuzhen Zhuang, Hui Xiong ICDM 2018 (CCF B)

pdf	Exploring influence maximization in online and offline double-layer propagation scheme Yongjian Yang, Yuanbo Xu, En Wang, Kaihao Lou, Dongming Luan Information Sciences 2018 (CCF B, 中科院1区)

In the Year of 2017:

pdf	Efficient traffic congestion estimation using multiple spatio-temporal properties Yongjian Yang, Yuanbo Xu, Jiayu Han, En Wang, Weitong Chen, Lin Yue Neurocomputing 2017

pdf	Improving existing collaborative filtering recommendations via serendipity-based algorithm Yongjian Yang,Yuanbo Xu, En Wang, Jiayu Han, Zhiwen Yu IEEE Transactions on Multimedia 2017 (CCF A)

Before 2017:

pdf	Building text classifiers using positive, unlabeled and ‘outdated’examples Jiayu Han, Wanli Zuo, Lu Liu, Yuanbo Xu, Tao Peng Concurrency and Computation: Practice and Experience 2016

pdf	A Low Power Balanced Security Control Protocol of WSN Yu Jiang, Jin Wang, Lili He, Yuanbo Xu, Hongtao Bai International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness 2016

pdf	A balanced security protocol of wireless sensor network for smart home Yuanbo Xu, Yu Jiang, Chengquan Hu, Hui Chen, Lili He, Yinghui Cao IEEE ICSP 2014