Yang Liu

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 42

Top Topics

Top Venues

IEEE Trans. Knowl. Data Eng.

IEEE Trans. Intell. Transp. Syst.

Publications

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)
Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng
Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract). ICDE (2023)
Yanan Chen, Yang Liu
Rethinking Data Augmentation in Text-to-text Paradigm. COLING (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)
Yanan Chen, Yang Liu
NLI-based Filtering for Data Augmentation in Topic Classification. WI/IAT (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)
Omer Tal, Yang Liu, Jimmy Huang, Xiaohui Yu, Bushra Aljbawi
Neural Attention Frameworks for Explainable Recommendation. IEEE Trans. Knowl. Data Eng. 33 (5) (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)
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)
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)
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)
Meng Chen, Yang Liu, Xiaohui Yu
NLPMM: a Next Location Predictor with Markov Modeling. CoRR (2020)
Meng Chen, Xiaohui Yu, Yang Liu
MPE: a mobility pattern embedding model for predicting next locations. World Wide Web 22 (6) (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)
Omer Tal, Yang Liu
A Joint Deep Recommendation Framework for Location-Based Social Networks. Complex. 2019 (2019)
Omer Tal, Yang Liu
TCENR: A Hybrid Neural Recommender for Location Based Social Networks. ICDM Workshops (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)
Elizabeth Gorbonos, Yang Liu, Chinh T. Hoang
NutRec: Nutrition Oriented Online Recipe Recommender. WI (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)
Xiaohui Yu, Ziqiang Yu, Yang Liu, Huxia Shi
CI-Rank: Collective importance ranking for keyword search in databases. Inf. Sci. 384 (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)
Chong Yang, Xiaohui Yu, Yang Liu, Yanping Nie, Yuanhong Wang
Collaborative filtering with weighted opinion aspects. Neurocomputing 210 (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)
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)
Jing Zhou, Yang Liu, Ziqiang Yu
Improving the Effectiveness of Keyword Search in Databases Using Query Logs. WAIM (2015)
Min Yang, Yang Liu, Ziqiang Yu
Distributed Grid-Based K Nearest Neighbour Query Processing Over Moving Objects. WAIM (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)
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)
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)
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)
Yang Liu, Xiaohui Yu, Jimmy Xiangji Huang, Aijun An
Combining integrated sampling with SVM ensembles for learning from imbalanced datasets. Inf. Process. Manag. 47 (4) (2011)
Ziqiang Yu, Xiaohui Yu, Yang Liu
Cascading top-k keyword search over relational databases. DOLAP (2011)
Lei Gao, Xiaohui Yu, Yang Liu
Keyword Query Cleaning with Query Logs. WAIM (2011)
Zhaochun Ren, Jun Ma, Shuaiqiang Wang, Yang Liu
Summarizing web forum threads based on a latent topic propagation process. CIKM (2011)
Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An
A quality-aware model for sales prediction using reviews. WWW (2010)
Yang Liu, Xiaohui Yu, Xiangji Huang, Aijun An
S-PLASA+: adaptive sentiment analysis with application to sales performance prediction. SIGIR (2010)
Xiaohui Yu, Yang Liu, Aijun An
An Adaptive Model for Probabilistic Sentiment Analysis. Web Intelligence (2010)
Xiaohui Yu, Yang Liu
Reasoning about similarity queries in text retrieval tasks. WWW (2008)
Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu
Modeling and Predicting the Helpfulness of Online Reviews. ICDM (2008)
Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu
HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews. Web Intelligence (2008)
Yang Liu, Xiangji Huang, Aijun An
Personalized recommendation with adaptive mixture of markov models. J. Assoc. Inf. Sci. Technol. 58 (12) (2007)
Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu
ARSA: a sentiment-aware model for predicting sales performance using blogs. SIGIR (2007)
Yang Liu, Aijun An, Xiangji Huang
Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles. PAKDD (2006)
Xiangji Huang, Yan Rui Huang, Miao Wen, Aijun An, Yang Liu, Josiah Poon
Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval. ICDM (2006)
Yang Liu, Xiangji Huang, Aijun An, Gary Promhouse
Clustering Web Surfers with Probabilistic Models in a Real Application. Web Intelligence (2004)
Yang Liu, Xiaohui Yu, Jiqing Han
Sharpe Ratio-Oriented Active Trading: A Learning Approach. MICAI (2002)