Xiaohui Yu

ORCID

Publication Activity (10 Years)

Years Active: 2000-2025
Publications (10 Years): 81

Top Venues

CoRR

ICDE

Proc. VLDB Endow.

IEEE Trans. Knowl. Data Eng.

Publications

Daren Chao, Nick Koudas, Xiaohui Yu, Yueting Chen
Ensembling Object Detectors for Effective Video Query Processing. EDBT (2025)
Yifan Li, Xiaohui Yu, Nick Koudas
Data Acquisition for Improving Model Confidence. Proc. ACM Manag. Data 2 (3) (2024)
Xiaohui Yu, Jinfei Liu
Special Issue on Data Economy and Data Marketplaces. IEEE Internet Comput. 28 (4) (2024)
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yueting Chen, Yang Liu
A Distributed Solution for Efficient K Shortest Paths Computation Over Dynamic Road Networks. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Ronghui Xu, Meng Chen, Yongshun Gong, Yang Liu, Xiaohui Yu, Liqiang Nie
TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation. ACM Trans. Inf. Syst. 41 (4) (2023)
Yifan Li, Xiaohui Yu, Nick Koudas, Shu Lin, Calvin Sun, Chong Chen
dbET: Execution Time Distribution-based Plan Selection. Proc. ACM Manag. Data 1 (1) (2023)
Jian Pei, Raul Castro Fernandez, Xiaohui Yu
Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration. Proc. VLDB Endow. 16 (12) (2023)
Daren Chao, Yueting Chen, Nick Koudas, Xiaohui Yu
Track Merging for Effective Video Query Processing. ICDE (2023)
Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng
Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract). ICDE (2023)
Jingfeng Pan, Yunfei Peng, Kaiyu Li, Aijun An, Xiaohui Yu, Dariusz Jania
Optimizing Data Migration Using Online Clustering. CASCON (2023)
Amin Kamali, Calisto Zuzarte, Verena Kantere, Jaroslaw Szlichta, Yueting Chen, Xiaohui Yu, Ning Wang
ML4DM '23: The Third Workshop on the Emerging Applications of Machine Learning in Modern Data Management. CASCON (2023)
Daren Chao, Nick Koudas, Xiaohui Yu
Marshalling Model Inference in Video Streams. ICDE (2023)
Yunhai Wang, Yuchun Wang, Xin Chen, Yue Zhao, Fan Zhang, Eugene Wu, Chi-Wing Fu, Xiaohui Yu
OM3: An Ordered Multi-level Min-Max Representation for Interactive Progressive Visualization of Time Series. Proc. ACM Manag. Data 1 (2) (2023)
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yueting Chen, Yang Liu
A Distributed Solution for Efficient K Shortest Paths Computation over Dynamic Road Networks. CoRR (2023)
Yueting Chen, Nick Koudas, Xiaohui Yu, Ziqiang Yu
Spatial and Temporal Constrained Ranked Retrieval over Videos. Proc. VLDB Endow. 15 (11) (2022)
Yueting Chen, Xiaohui Yu, Nick Koudas
Ranked Window Query Retrieval over Video Repositories. ICDE (2022)
Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng
Modeling Spatial Trajectories With Attribute Representation Learning. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Tianao Sun, Kai Zhao, Chao Zhang, Meng Chen, Xiaohui Yu
PR-LTTE: Link travel time estimation based on path recovery from large-scale incomplete trip data. Inf. Sci. 589 (2022)
Meng Chen, Lei Zhu, Ronghui Xu, Yang Liu, Xiaohui Yu, Yilong Yin
Embedding Hierarchical Structures for Venue Category Representation. ACM Trans. Inf. Syst. 40 (3) (2022)
Chaohong Ma, Xiaohui Yu, Yifan Li, Xiaofeng Meng, Aishan Maoliniyazi
FILM: a Fully Learned Index for Larger-than-Memory Databases. Proc. VLDB Endow. 16 (3) (2022)
Meng Chen, Qingjie Liu, Weiming Huang, Teng Zhang, Yixuan Zuo, Xiaohui Yu
Origin-Aware Location Prediction Based on Historical Vehicle Trajectories. ACM Trans. Intell. Syst. Technol. 13 (1) (2022)
Haoran Xu, Ronghui Xu, Meng Chen, Yang Liu, Xiaohui Yu
CAVE-SC: Inferring categories for venues using check-ins. Inf. Sci. 611 (2022)
Omer Tal, Yang Liu, Jimmy Huang, Xiaohui Yu, Bushra Aljbawi
Neural Attention Frameworks for Explainable Recommendation. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Yifan Li, Xiaohui Yu, Nick Koudas
LES3: Learning-based exact set similarity search. Proc. VLDB Endow. 14 (11) (2021)
Yifan Li, Xiaohui Yu, Nick Koudas
LES3: Learning-based Exact Set Similarity Search. CoRR (2021)
Xiaoyi Jia, Xiaoyu Dong, Meng Chen, Xiaohui Yu
Missing data imputation for traffic congestion data based on joint matrix factorization. Knowl. Based Syst. 225 (2021)
Meng Chen, Yixuan Zuo, Xiaoyi Jia, Yang Liu, Xiaohui Yu, Kai Zheng
CEM: A Convolutional Embedding Model for Predicting Next Locations. IEEE Trans. Intell. Transp. Syst. 22 (6) (2021)
Zhaoyue Cheng, Nick Koudas, Zhe Zhang, Xiaohui Yu
Efficient Construction of Nonlinear Models over Normalized Data. ICDE (2021)
Yueting Chen, Xiaohui Yu, Nick Koudas, Ziqiang Yu
Evaluating Temporal Queries Over Video Feeds. SIGMOD Conference (2021)
Min Liu, Zhaohui Peng, Xiaohui Yu, Senzhang Wang, Qiao Song
LDFeRR: A Fuel-efficient Route Recommendation Approach for Long-distance Driving Based on Historical Trajectories. SDM (2021)
Yifan Li, Xiaohui Yu, Nick Koudas
Data Acquisition for Improving Machine Learning Models. Proc. VLDB Endow. 14 (10) (2021)
Yifan Li, Xiaohui Yu, Nick Koudas
Data Acquisition for Improving Machine Learning Models. CoRR (2021)
Zhaoyue Chen, Nick Koudas, Zhe Zhang, Xiaohui Yu
Efficient Construction of Nonlinear Models overNormalized Data. CoRR (2020)
Meng Chen, Xiaohui Yu, Yang Liu
PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction. CoRR (2020)
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks. CoRR (2020)
Min Yang, Kun Ma, Xiaohui Yu
An efficient index structure for distributed k-nearest neighbours query processing. Soft Comput. 24 (8) (2020)
Meng Chen, Xiaoyi Jia, Elizabeth Gorbonos, Chnh T. Hong, Xiaohui Yu, Yang Liu
Eating healthier: Exploring nutrition information for healthier recipe recommendation. Inf. Process. Manag. 57 (6) (2020)
Meng Chen, Xiaoyi Jia, Elizabeth Gorbonos, Chnh T. Hong, Xiaohui Yu, Yang Liu
Eating Healthier: Exploring Nutrition Information for Healthier Recipe Recommendation. CoRR (2020)
Meng Chen, Xiaohui Yu, Yang Liu
TraLFM: Latent Factor Modeling of Traffic Trajectory Data. CoRR (2020)
Yifan Li, Xiaohui Yu, Nick Koudas
Top-k queries over digital traces. CoRR (2020)
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks. SIGMOD Conference (2020)
Meng Chen, Xiaohui Yu, Yang Liu
MPE: A Mobility Pattern Embedding Model for Predicting Next Locations. CoRR (2020)
Yueting Chen, Xiaohui Yu, Nick Koudas
TQVS: Temporal Queries over Video Streams in Action. SIGMOD Conference (2020)
Yueting Chen, Xiaohui Yu, Nick Koudas
Evaluating Temporal Queries Over Video Feeds. CoRR (2020)
Meng Chen, Yang Liu, Xiaohui Yu
NLPMM: a Next Location Predictor with Markov Modeling. CoRR (2020)
Qingjie Liu, Yixuan Zuo, Xiaohui Yu, Meng Chen
TTDM: A Travel Time Difference Model for Next Location Prediction. CoRR (2020)
Meng Chen, Xiaohui Yu, Yang Liu
MPE: a mobility pattern embedding model for predicting next locations. World Wide Web 22 (6) (2019)
Min Yang, Yixuan Zuo, Meng Chen, Xiaohui Yu
Scalable Distributed kNN Processing on Clustered Data Streams. IEEE Access 7 (2019)
Ziqiang Yu, Ajith Abraham, Xiaohui Yu, Yang Liu, Jing Zhou, Kun Ma
Improving the effectiveness of keyword search in databases using query logs. Eng. Appl. Artif. Intell. 81 (2019)
Meng Chen, Xiaohui Yu, Yang Liu
TraLFM: Latent Factor Modeling of Traffic Trajectory Data. IEEE Trans. Intell. Transp. Syst. 20 (12) (2019)
Qingjie Liu, Yixuan Zuo, Xiaohui Yu, Meng Chen
TTDM: A Travel Time Difference Model for Next Location Prediction. MDM (2019)
Yifan Li, Xiaohui Yu, Nick Koudas
Top-k Queries over Digital Traces. SIGMOD Conference (2019)
Jianhua Yin, Daren Chao, Zhongkun Liu, Wei Zhang, Xiaohui Yu, Jianyong Wang
Model-based Clustering of Short Text Streams. KDD (2018)
Xingcan Cui, Xiaohui Yu, Xiaofang Zhou, Jiong Guo
ID Repair for Trajectories with Transition Graphs. EDBT (2018)
Wenjing Wei, Xiaoyi Jia, Yang Liu, Xiaohui Yu
Travel Time Forecasting with Combination of Spatial-Temporal and Time Shifting Correlation in CNN-LSTM Neural Network. APWeb/WAIM (1) (2018)
Yunhai Wang, Kang Feng, Xiaowei Chu, Jian Zhang, Chi-Wing Fu, Michael Sedlmair, Xiaohui Yu, Baoquan Chen
A Perception-Driven Approach to Supervised Dimensionality Reduction for Visualization. IEEE Trans. Vis. Comput. Graph. 24 (5) (2018)
Meng Chen, Xiaohui Yu, Yang Liu
PCNN: Deep Convolutional Networks for Short-Term Traffic Congestion Prediction. IEEE Trans. Intell. Transp. Syst. 19 (11) (2018)
De Guo, Meng Chen, Xiaohui Yu, Yang Liu
Short-term Traffic Flow Forecasting Using Transfer Ratio and Road Similarity. IJCNN (2018)
Ben Chen, Zhijin Lv, Xiaohui Yu, Yang Liu
Sliding Window Top-K Monitoring over Distributed Data Streams. Data Sci. Eng. 2 (4) (2017)
Mehdi Kargar, Aijun An, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
Meaningful Keyword Search over Databases with Complex Schema. AMW (2017)
Guoyu Qiu, Sheng Lin Tan, Yue Wang, Xiaohui Yu, Chunhua Yan
Characteristics of Evapotranspiration of Urban Lawns in a Sub-Tropical Megacity and Its Measurement by the 'Three Temperature Model + Infrared Remote Sensing' Method. Remote. Sens. 9 (5) (2017)
Xiaohui Yu, Ziqiang Yu, Yang Liu, Huxia Shi
CI-Rank: Collective importance ranking for keyword search in databases. Inf. Sci. 384 (2017)
Zhijin Lv, Ben Chen, Xiaohui Yu
Sliding Window Top-K Monitoring over Distributed Data Streams. APWeb/WAIM (1) (2017)
Meng Chen, Linlin Zhang, Xiaohui Yu, Yang Liu
Weighted Co-Training for Cross-Domain Image Sentiment Classification. J. Comput. Sci. Technol. 32 (4) (2017)
Yue Wang, Meng Chen, Xiaohui Yu, Yang Liu
LCE: A Location Category Embedding Model for Predicting the Category Labels of POIs. ICONIP (5) (2017)
Yun Peng, Byron Choi, Bingsheng He, Shuigeng Zhou, Ruzhi Xu, Xiaohui Yu
VColor: A practical vertex-cut based approach for coloring large graphs. ICDE (2016)
Chong Yang, Xiaohui Yu, Yang Liu, Yanping Nie, Yuanhong Wang
Collaborative filtering with weighted opinion aspects. Neurocomputing 210 (2016)
Jiaxin Jiang, Peipei Yi, Byron Choi, Zhiwei Zhang, Xiaohui Yu
Privacy-Preserving Reachability Query Services for Massive Networks. CIKM (2016)
Ziqiang Yu, Xiaohui Yu, Yuehui Chen, Kun Ma
Distributed Top-k Keyword Search over Very Large Databases with MapReduce. BigData Congress (2016)
Donghai Yu, Yang Liu, Xiaohui Yu
A Data Grouping CNN Algorithm for Short-Term Traffic Flow Forecasting. APWeb (1) (2016)
Lei Lv, Yang Liu, Xiaohui Yu
Spica: A Path Bundling Model for Rational Route Recommendation. APWeb (2) (2016)
Linlin Zhang, Meng Chen, Xiaohui Yu, Yang Liu
CoDS: Co-training with Domain Similarity for Cross-Domain Image Sentiment Classification. APWeb (1) (2016)
Zhaoyang Lv, Yuanyuan Liu, Xiaohui Yu
KEIPD: Knowledge Extraction and Inference System for Personal Documents. APWeb (2) (2016)
Xingcan Cui, Xiaohui Yu, De Guo
Repair Singleton IDs on the Fly. APWeb (2) (2016)
Meng Chen, Xiaohui Yu, Yang Liu
Mining Object Similarity for Predicting Next Locations. J. Comput. Sci. Technol. 31 (4) (2016)
Lei Lv, Meng Chen, Yang Liu, Xiaohui Yu
A Plane Moving Average Algorithm for Short-Term Traffic Flow Prediction. PAKDD (2) (2015)
Ziqiang Yu, Xiaohui Yu, Yang Liu, Wenzhu Li, Jian Pei
Mining Frequent Co-occurrence Patterns across Multiple Data Streams. EDBT (2015)
Ziqiang Yu, Yang Liu, Xiaohui Yu, Ken Q. Pu
Scalable Distributed Processing of K Nearest Neighbor Queries over Moving Objects. IEEE Trans. Knowl. Data Eng. 27 (5) (2015)
Meng Chen, Yang Liu, Xiaohui Yu
Predicting Next Locations with Object Clustering and Trajectory Clustering. PAKDD (2) (2015)
Meng Chen, Xiaohui Yu, Yang Liu
Mining moving patterns for predicting next location. Inf. Syst. 54 (2015)
Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
Meaningful keyword search in relational databases with large and complex schema. ICDE (2015)
Meng Chen, Yang Liu, Xiaohui Yu
NLPMM: A Next Location Predictor with Markov Modeling. PAKDD (2) (2014)
Yang Liu, Xiaohui Yu, Bing Liu, Zhongshuai Chen
Sentence-Level Sentiment Analysis in the Presence of Modalities. CICLing (2) (2014)
Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
MeanKS: meaningful keyword search in relational databases with complex schema. SIGMOD Conference (2014)
Yanping Nie, Yang Liu, Xiaohui Yu
Weighted aspect-based collaborative filtering. SIGIR (2014)
Chong Yang, Xiaohui Yu, Yang Liu
Continuous KNN Join Processing for Real-Time Recommendation. ICDM (2014)
Jing Zhou, Xiaohui Yu, Yang Liu, Ziqiang Yu
Ranking Keyword Search Results with Query Logs. BigData Congress (2014)
Xingcan Cui, Zhen Dong, Liwei Lin, Renyong Song, Xiaohui Yu
GrandLand Traffic Data Processing Platform. BigData Congress (2014)
Fan Yang, Xiaohui Yu, George Karypis
Signaling adverse drug reactions with novel feature-based similarity model. BIBM (2014)
Mehdi Kargar, Aijun An, Xiaohui Yu
Efficient Duplication Free and Minimal Keyword Search in Graphs. IEEE Trans. Knowl. Data Eng. 26 (7) (2014)
Chong Yang, Xiaohui Yu, Yang Liu
Towards Efficient KNN Joins on Data Streams. BigData Congress (2014)
Yang Liu, Xiaohui Yu, Aijun An, Xiangji Huang
Riding the tide of sentiment change: sentiment analysis with evolving online reviews. World Wide Web 16 (4) (2013)
Liwei Lin, Xiaohui Yu, Nick Koudas
Pollux: towards scalable distributed real-time search on microblogs. EDBT (2013)
Xinyan Lou, Yang Liu, Xiaohui Yu
Traffic Session Identification Based on Statistical Language Model. ADMA (2) (2013)
Yang Liu, Xiaohui Yu, Zhongshuai Chen, Bing Liu
Sentiment analysis of sentences with modalities. UnstructureNLP@CIKM (2013)
Ziqiang Yu, Xiaohui Yu, Yang Liu
Efficient Top-k Keyword Search Over Multidimensional Databases. Int. J. Data Warehous. Min. 9 (3) (2013)
Jiaran Zhang, Xiaohui Yu, Yang Liu, Liwei Lin
DDSN: Duplicate detection to reduce both storage and bandwidth consumption. IEEE BigData (2013)
Yuanhong Wang, Yang Liu, Xiaohui Yu
Collaborative Filtering with Aspect-Based Opinion Mining: A Tensor Factorization Approach. ICDM (2012)
Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An
Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain. IEEE Trans. Knowl. Data Eng. 24 (4) (2012)
Zahid Abul-Basher, Yi Feng, Parke Godfrey, Xiaohui Yu, Mokhtar Kandil, Daniel C. Zilio, Calisto Zuzarte
Alternative Query Optimization for Workload Management. DEXA (2) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaohui Yu