Yang Liu

According to our database, Yang Liu authored at least 68 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation.

Ronghui Xu, Meng Chen, Yongshun Gong, Yang Liu, Xiaohui Yu, Liqiang Nie

ACM Trans. Inf. Syst., October, 2023

ODIN: Object Density Aware Index for CkNN Queries over Moving Objects on Road Networks.

Ziqiang Yu, Xiaohui Yu, Tao Zhou, Yueting Chen, Yang Liu, Bohan Li

CoRR, 2023

A Distributed Solution for Efficient K Shortest Paths Computation over Dynamic Road Networks.

Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yueting Chen, Yang Liu

CoRR, 2023

Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract).

Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Embedding Hierarchical Structures for Venue Category Representation.

Meng Chen, Lei Zhu, Ronghui Xu, Yang Liu, Xiaohui Yu, Yilong Yin

ACM Trans. Inf. Syst., 2022

Modeling Spatial Trajectories With Attribute Representation Learning.

Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng

IEEE Trans. Knowl. Data Eng., 2022

CAVE-SC: Inferring categories for venues using check-ins.

Haoran Xu, Ronghui Xu, Meng Chen, Yang Liu, Xiaohui Yu

Inf. Sci., 2022

NLI-based Filtering for Data Augmentation in Topic Classification.

Yanan Chen, Yang Liu

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

A Novel Hybrid Framework to Enhance Zero-shot Classification.

Yanan Chen, Yang Liu

Proceedings of the Text, Speech, and Dialogue - 25th International Conference, 2022

Rethinking Data Augmentation in Text-to-text Paradigm.

Yanan Chen, Yang Liu

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Neural Attention Frameworks for Explainable Recommendation.

Omer Tal, Yang Liu, Jimmy X. Huang, Xiaohui Yu, Bushra Aljbawi

IEEE Trans. Knowl. Data Eng., 2021

CEM: A Convolutional Embedding Model for Predicting Next Locations.

Meng Chen, Yixuan Zuo, Xiaoyi Jia, Yang Liu, Xiaohui Yu, Kai Zheng

IEEE Trans. Intell. Transp. Syst., 2021

2020

Eating healthier: Exploring nutrition information for healthier recipe recommendation.

Meng Chen, Xiaoyi Jia, Elizabeth Gorbonos, Chinh T. Hong, Xiaohui Yu, Yang Liu

Inf. Process. Manag., 2020

Distributed Processing of k Shortest Path Queries over Dynamic Road Networks.

Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

MPE: a mobility pattern embedding model for predicting next locations.

Meng Chen, Xiaohui Yu, Yang Liu

World Wide Web, 2019

TraLFM: Latent Factor Modeling of Traffic Trajectory Data.

Meng Chen, Xiaohui Yu, Yang Liu

IEEE Trans. Intell. Transp. Syst., 2019

Improving the effectiveness of keyword search in databases using query logs.

Ziqiang Yu, Ajith Abraham, Xiaohui Yu, Yang Liu, Jing Zhou, Kun Ma

Eng. Appl. Artif. Intell., 2019

A Joint Deep Recommendation Framework for Location-Based Social Networks.

Omer Tal, Yang Liu

Complex., 2019

2018

PCNN: Deep Convolutional Networks for Short-Term Traffic Congestion Prediction.

Meng Chen, Xiaohui Yu, Yang Liu

IEEE Trans. Intell. Transp. Syst., 2018

NutRec: Nutrition Oriented Online Recipe Recommender.

Elizabeth Gorbonos, Yang Liu, Chinh T. Hoang

Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Short-term Traffic Flow Forecasting Using Transfer Ratio and Road Similarity.

De Guo, Meng Chen, Xiaohui Yu, Yang Liu

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

TCENR: A Hybrid Neural Recommender for Location Based Social Networks.

Omer Tal, Yang Liu

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Travel Time Forecasting with Combination of Spatial-Temporal and Time Shifting Correlation in CNN-LSTM Neural Network.

Wenjing Wei, Xiaoyi Jia, Yang Liu, Xiaohui Yu

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

Weighted Co-Training for Cross-Domain Image Sentiment Classification.

Meng Chen, Linlin Zhang, Xiaohui Yu, Yang Liu

J. Comput. Sci. Technol., 2017

CI-Rank: Collective importance ranking for keyword search in databases.

Xiaohui Yu, Ziqiang Yu, Yang Liu, Huxia Shi

Inf. Sci., 2017

Sliding Window Top-K Monitoring over Distributed Data Streams.

Ben Chen, Zhijin Lv, Xiaohui Yu, Yang Liu

Data Sci. Eng., 2017

LCE: A Location Category Embedding Model for Predicting the Category Labels of POIs.

Yue Wang, Meng Chen, Xiaohui Yu, Yang Liu

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Mining Object Similarity for Predicting Next Locations.

Meng Chen, Xiaohui Yu, Yang Liu

J. Comput. Sci. Technol., 2016

Collaborative filtering with weighted opinion aspects.

Chong Yang, Xiaohui Yu, Yang Liu, Yanping Nie, Yuanhong Wang

Neurocomputing, 2016

CoDS: Co-training with Domain Similarity for Cross-Domain Image Sentiment Classification.

Linlin Zhang, Meng Chen, Xiaohui Yu, Yang Liu

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

A Data Grouping CNN Algorithm for Short-Term Traffic Flow Forecasting.

Donghai Yu, Yang Liu, Xiaohui Yu

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

Spica: A Path Bundling Model for Rational Route Recommendation.

Lei Lv, Yang Liu, Xiaohui Yu

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Scalable Distributed Processing of K Nearest Neighbor Queries over Moving Objects.

Ziqiang Yu, Yang Liu, Xiaohui Yu, Ken Q. Pu

IEEE Trans. Knowl. Data Eng., 2015

Mining moving patterns for predicting next location.

Meng Chen, Xiaohui Yu, Yang Liu

Inf. Syst., 2015

Improving the Effectiveness of Keyword Search in Databases Using Query Logs.

Jing Zhou, Yang Liu, Ziqiang Yu

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Distributed Grid-Based K Nearest Neighbour Query Processing Over Moving Objects.

Min Yang, Yang Liu, Ziqiang Yu

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

A Plane Moving Average Algorithm for Short-Term Traffic Flow Prediction.

Lei Lv, Meng Chen, Yang Liu, Xiaohui Yu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Predicting Next Locations with Object Clustering and Trajectory Clustering.

Meng Chen, Yang Liu, Xiaohui Yu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Mining Frequent Co-occurrence Patterns across Multiple Data Streams.

Ziqiang Yu, Xiaohui Yu, Yang Liu, Wenzhu Li, Jian Pei

Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014

Weighted aspect-based collaborative filtering.

Yanping Nie, Yang Liu, Xiaohui Yu

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

NLPMM: A Next Location Predictor with Markov Modeling.

Meng Chen, Yang Liu, Xiaohui Yu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Continuous KNN Join Processing for Real-Time Recommendation.

Chong Yang, Xiaohui Yu, Yang Liu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Sentence-Level Sentiment Analysis in the Presence of Modalities.

Yang Liu, Xiaohui Yu, Bing Liu, Zhongshuai Chen

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

Ranking Keyword Search Results with Query Logs.

Jing Zhou, Xiaohui Yu, Yang Liu, Ziqiang Yu

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Towards Efficient KNN Joins on Data Streams.

Chong Yang, Xiaohui Yu, Yang Liu

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013

Riding the tide of sentiment change: sentiment analysis with evolving online reviews.

Yang Liu, Xiaohui Yu, Aijun An, Xiangji Huang

World Wide Web, 2013

Efficient Top-k Keyword Search Over Multidimensional Databases.

Ziqiang Yu, Xiaohui Yu, Yang Liu

Int. J. Data Warehous. Min., 2013

Sentiment analysis of sentences with modalities.

Yang Liu, Xiaohui Yu, Zhongshuai Chen, Bing Liu

Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, 2013

DDSN: Duplicate detection to reduce both storage and bandwidth consumption.

Jiaran Zhang, Xiaohui Yu, Yang Liu, Liwei Lin

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Traffic Session Identification Based on Statistical Language Model.

Xinyan Lou, Yang Liu, Xiaohui Yu

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2012

Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain.

Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An

IEEE Trans. Knowl. Data Eng., 2012

Collaborative Filtering with Aspect-Based Opinion Mining: A Tensor Factorization Approach.

Yuanhong Wang, Yang Liu, Xiaohui Yu

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

Combining integrated sampling with SVM ensembles for learning from imbalanced datasets.

Yang Liu, Xiaohui Yu, Jimmy Xiangji Huang, Aijun An

Inf. Process. Manag., 2011

Keyword Query Cleaning with Query Logs.

Lei Gao, Xiaohui Yu, Yang Liu

Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Cascading top-k keyword search over relational databases.

Ziqiang Yu, Xiaohui Yu, Yang Liu

Proceedings of the DOLAP 2011, 2011

Summarizing web forum threads based on a latent topic propagation process.

Zhaochun Ren, Jun Ma, Shuaiqiang Wang, Yang Liu

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

A quality-aware model for sales prediction using reviews.

Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An

Proceedings of the 19th International Conference on World Wide Web, 2010

An Adaptive Model for Probabilistic Sentiment Analysis.

Xiaohui Yu, Yang Liu, Aijun An

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

S-PLASA+: adaptive sentiment analysis with application to sales performance prediction.

Yang Liu, Xiaohui Yu, Xiangji Huang, Aijun An

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

2008

Reasoning about similarity queries in text retrieval tasks.

Xiaohui Yu, Yang Liu

Proceedings of the 17th International Conference on World Wide Web, 2008

HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews.

Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Modeling and Predicting the Helpfulness of Online Reviews.

Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

Personalized recommendation with adaptive mixture of markov models.

Yang Liu, Xiangji Huang, Aijun An

J. Assoc. Inf. Sci. Technol., 2007

ARSA: a sentiment-aware model for predicting sales performance using blogs.

Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

2006

Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles.

Yang Liu, Aijun An, Xiangji Huang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval.

Xiangji Huang, Yan Rui Huang, Miao Wen, Aijun An, Yang Liu, Josiah Poon

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2004

Clustering Web Surfers with Probabilistic Models in a Real Application.

Yang Liu, Xiangji Huang, Aijun An, Gary Promhouse

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

2002

Sharpe Ratio-Oriented Active Trading: A Learning Approach.

Yang Liu, Xiaohui Yu, Jiqing Han

Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002