Sharpe Ratio-Oriented Active Trading: A Learning Approach. - Yang Liu 008; Xiaohui Yu 001; Jiqing Han 001 (MICAI, 2002)

Clustering Web Surfers with Probabilistic Models in a Real Application. - Yang Liu 008; Xiangji Huang 001; Aijun An; Gary Promhouse (Web Intelligence, 2004)

Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval. - Xiangji Huang 001; Yan Rui Huang; Miao Wen; Aijun An; Yang Liu 008; Josiah Poon (ICDM, 2006)

Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles. - Yang Liu 008; Aijun An; Xiangji Huang 001 (PAKDD, 2006)

ARSA: a sentiment-aware model for predicting sales performance using blogs. - Yang Liu 008; Xiangji Huang 001; Aijun An; Xiaohui Yu 001 (SIGIR, 2007)

Personalized recommendation with adaptive mixture of markov models. - Yang Liu 008; Xiangji Huang 001; Aijun An (J. Assoc. Inf. Sci. Technol., 2007)

Modeling and Predicting the Helpfulness of Online Reviews. - Yang Liu 008; Xiangji Huang 001; Aijun An; Xiaohui Yu 001 (ICDM, 2008)

HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews. - Yang Liu 008; Xiangji Huang 001; Aijun An; Xiaohui Yu 001 (Web Intelligence, 2008)

Reasoning about similarity queries in text retrieval tasks. - Xiaohui Yu 001; Yang Liu 008 (WWW, 2008)

S-PLASA+: adaptive sentiment analysis with application to sales performance prediction. - Yang Liu 008; Xiaohui Yu 001; Xiangji Huang 001; Aijun An (SIGIR, 2010)

An Adaptive Model for Probabilistic Sentiment Analysis. - Xiaohui Yu 001; Yang Liu 008; Aijun An (Web Intelligence, 2010)

A quality-aware model for sales prediction using reviews. - Xiaohui Yu 001; Yang Liu 008; Xiangji Huang 001; Aijun An (WWW, 2010)

Summarizing web forum threads based on a latent topic propagation process. - Zhaochun Ren; Jun Ma 001; Shuaiqiang Wang; Yang Liu 008 (CIKM, 2011)

Cascading top-k keyword search over relational databases. - Ziqiang Yu; Xiaohui Yu 001; Yang Liu 008 (DOLAP, 2011)

Keyword Query Cleaning with Query Logs. - Lei Gao; Xiaohui Yu 001; Yang Liu 008 (WAIM, 2011)

Combining integrated sampling with SVM ensembles for learning from imbalanced datasets. - Yang Liu 008; Xiaohui Yu 001; Jimmy Xiangji Huang; Aijun An (Inf. Process. Manag., 2011)

Collaborative Filtering with Aspect-Based Opinion Mining: A Tensor Factorization Approach. - Yuanhong Wang; Yang Liu 008; Xiaohui Yu 001 (ICDM, 2012)

Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain. - Xiaohui Yu 001; Yang Liu 008; Xiangji Huang 001; Aijun An (IEEE Trans. Knowl. Data Eng., 2012)

Traffic Session Identification Based on Statistical Language Model. - Xinyan Lou; Yang Liu 008; Xiaohui Yu 001 (ADMA (2), 2013)

DDSN: Duplicate detection to reduce both storage and bandwidth consumption. - Jiaran Zhang; Xiaohui Yu 001; Yang Liu 008; Liwei Lin (IEEE BigData, 2013)

Sentiment analysis of sentences with modalities. - Yang Liu 008; Xiaohui Yu 001; Zhongshuai Chen; Bing Liu 001 (UnstructureNLP@CIKM, 2013)

Efficient Top-k Keyword Search Over Multidimensional Databases. - Ziqiang Yu; Xiaohui Yu 001; Yang Liu 008 (Int. J. Data Warehous. Min., 2013)

Riding the tide of sentiment change: sentiment analysis with evolving online reviews. - Yang Liu 008; Xiaohui Yu 001; Aijun An; Xiangji Huang 001 (World Wide Web, 2013)

Towards Efficient KNN Joins on Data Streams. - Chong Yang; Xiaohui Yu 001; Yang Liu 008 (BigData Congress, 2014)

Ranking Keyword Search Results with Query Logs. - Jing Zhou; Xiaohui Yu 001; Yang Liu 008; Ziqiang Yu (BigData Congress, 2014)

Sentence-Level Sentiment Analysis in the Presence of Modalities. - Yang Liu 008; Xiaohui Yu 001; Bing Liu 001; Zhongshuai Chen (CICLing (2), 2014)

Continuous KNN Join Processing for Real-Time Recommendation. - Chong Yang; Xiaohui Yu 001; Yang Liu 008 (ICDM, 2014)

NLPMM: A Next Location Predictor with Markov Modeling. - Meng Chen 003; Yang Liu 008; Xiaohui Yu 001 (PAKDD (2), 2014)

Weighted aspect-based collaborative filtering. - Yanping Nie; Yang Liu 008; Xiaohui Yu 001 (SIGIR, 2014)

Mining Frequent Co-occurrence Patterns across Multiple Data Streams. - Ziqiang Yu; Xiaohui Yu 001; Yang Liu 008; Wenzhu Li; Jian Pei 001 (EDBT, 2015)

Predicting Next Locations with Object Clustering and Trajectory Clustering. - Meng Chen 003; Yang Liu 008; Xiaohui Yu 001 (PAKDD (2), 2015)

A Plane Moving Average Algorithm for Short-Term Traffic Flow Prediction. - Lei Lv; Meng Chen 003; Yang Liu 008; Xiaohui Yu 001 (PAKDD (2), 2015)

Distributed Grid-Based K Nearest Neighbour Query Processing Over Moving Objects. - Min Yang; Yang Liu 008; Ziqiang Yu (WAIM, 2015)

Improving the Effectiveness of Keyword Search in Databases Using Query Logs. - Jing Zhou; Yang Liu 008; Ziqiang Yu (WAIM, 2015)

Mining moving patterns for predicting next location. - Meng Chen 003; Xiaohui Yu 001; Yang Liu 008 (Inf. Syst., 2015)

Scalable Distributed Processing of K Nearest Neighbor Queries over Moving Objects. - Ziqiang Yu; Yang Liu 008; Xiaohui Yu 001; Ken Q. Pu (IEEE Trans. Knowl. Data Eng., 2015)

Spica: A Path Bundling Model for Rational Route Recommendation. - Lei Lv; Yang Liu 008; Xiaohui Yu 001 (APWeb (2), 2016)

A Data Grouping CNN Algorithm for Short-Term Traffic Flow Forecasting. - Donghai Yu; Yang Liu 008; Xiaohui Yu 001 (APWeb (1), 2016)

CoDS: Co-training with Domain Similarity for Cross-Domain Image Sentiment Classification. - Linlin Zhang; Meng Chen 003; Xiaohui Yu 001; Yang Liu 008 (APWeb (1), 2016)

Collaborative filtering with weighted opinion aspects. - Chong Yang; Xiaohui Yu 001; Yang Liu 008; Yanping Nie; Yuanhong Wang (Neurocomputing, 2016)

Mining Object Similarity for Predicting Next Locations. - Meng Chen 003; Xiaohui Yu 001; Yang Liu 008 (J. Comput. Sci. Technol., 2016)

LCE: A Location Category Embedding Model for Predicting the Category Labels of POIs. - Yue Wang; Meng Chen 003; Xiaohui Yu 001; Yang Liu 008 (ICONIP (5), 2017)

Sliding Window Top-K Monitoring over Distributed Data Streams. - Ben Chen; Zhijin Lv; Xiaohui Yu 001; Yang Liu 008 (Data Sci. Eng., 2017)

CI-Rank: Collective importance ranking for keyword search in databases. - Xiaohui Yu 001; Ziqiang Yu; Yang Liu 008; Huxia Shi (Inf. Sci., 2017)

Weighted Co-Training for Cross-Domain Image Sentiment Classification. - Meng Chen 003; Linlin Zhang; Xiaohui Yu 001; Yang Liu 008 (J. Comput. Sci. Technol., 2017)

Travel Time Forecasting with Combination of Spatial-Temporal and Time Shifting Correlation in CNN-LSTM Neural Network. - Wenjing Wei; Xiaoyi Jia; Yang Liu 008; Xiaohui Yu 001 (APWeb/WAIM (1), 2018)

TCENR: A Hybrid Neural Recommender for Location Based Social Networks. - Omer Tal; Yang Liu 008 (ICDM Workshops, 2018)

Short-term Traffic Flow Forecasting Using Transfer Ratio and Road Similarity. - De Guo; Meng Chen 003; Xiaohui Yu 001; Yang Liu 008 (IJCNN, 2018)

NutRec: Nutrition Oriented Online Recipe Recommender. - Elizabeth Gorbonos; Yang Liu 008; Chinh T. Hoang (WI, 2018)

PCNN: Deep Convolutional Networks for Short-Term Traffic Congestion Prediction. - Meng Chen 003; Xiaohui Yu 001; Yang Liu 008 (IEEE Trans. Intell. Transp. Syst., 2018)

A Joint Deep Recommendation Framework for Location-Based Social Networks. - Omer Tal; Yang Liu 008 (Complex., 2019)

Improving the effectiveness of keyword search in databases using query logs. - Ziqiang Yu; Ajith Abraham; Xiaohui Yu 001; Yang Liu 008; Jing Zhou; Kun Ma 001 (Eng. Appl. Artif. Intell., 2019)

TraLFM: Latent Factor Modeling of Traffic Trajectory Data. - Meng Chen 003; Xiaohui Yu 001; Yang Liu 008 (IEEE Trans. Intell. Transp. Syst., 2019)

MPE: a mobility pattern embedding model for predicting next locations. - Meng Chen 003; Xiaohui Yu 001; Yang Liu 008 (World Wide Web, 2019)

Distributed Processing of k Shortest Path Queries over Dynamic Road Networks. - Ziqiang Yu; Xiaohui Yu 001; Nick Koudas; Yang Liu 008; Yifan Li 006; Yueting Chen; Dingyu Yang (SIGMOD Conference, 2020)

Eating healthier: Exploring nutrition information for healthier recipe recommendation. - Meng Chen 003; Xiaoyi Jia; Elizabeth Gorbonos; Chinh T. Hong; Xiaohui Yu 001; Yang Liu 008 (Inf. Process. Manag., 2020)

CEM: A Convolutional Embedding Model for Predicting Next Locations. - Meng Chen 003; Yixuan Zuo; Xiaoyi Jia; Yang Liu 008; Xiaohui Yu 001; Kai Zheng 001 (IEEE Trans. Intell. Transp. Syst., 2021)

Neural Attention Frameworks for Explainable Recommendation. - Omer Tal; Yang Liu 008; Jimmy X. Huang; Xiaohui Yu 001; Bushra Aljbawi (IEEE Trans. Knowl. Data Eng., 2021)

Rethinking Data Augmentation in Text-to-text Paradigm. - Yanan Chen; Yang Liu 008 (COLING, 2022)

A Novel Hybrid Framework to Enhance Zero-shot Classification. - Yanan Chen; Yang Liu 008 (TSD, 2022)

NLI-based Filtering for Data Augmentation in Topic Classification. - Yanan Chen; Yang Liu 008 (WI/IAT, 2022)

CAVE-SC: Inferring categories for venues using check-ins. - Haoran Xu; Ronghui Xu 001; Meng Chen 003; Yang Liu 008; Xiaohui Yu 001 (Inf. Sci., 2022)

Modeling Spatial Trajectories With Attribute Representation Learning. - Meng Chen 003; Yan Zhao 008; Yang Liu 008; Xiaohui Yu 001; Kai Zheng 001 (IEEE Trans. Knowl. Data Eng., 2022)

Embedding Hierarchical Structures for Venue Category Representation. - Meng Chen 003; Lei Zhu 002; Ronghui Xu 001; Yang Liu 008; Xiaohui Yu 001; Yilong Yin (ACM Trans. Inf. Syst., 2022)

Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract). - Meng Chen 003; Yan Zhao 008; Yang Liu 008; Xiaohui Yu 001; Kai Zheng 001 (ICDE, 2023)

ODIN: Object Density Aware Index for CkNN Queries over Moving Objects on Road Networks. - Ziqiang Yu; Xiaohui Yu 001; Tao Zhou; Yueting Chen; Yang Liu 008; Bohan Li 001 (CoRR, 2023)

TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation. - Ronghui Xu 001; Meng Chen 003; Yongshun Gong; Yang Liu 008; Xiaohui Yu 001; Liqiang Nie (ACM Trans. Inf. Syst., 2023)

A Distributed Solution for Efficient K Shortest Paths Computation Over Dynamic Road Networks. - Ziqiang Yu; Xiaohui Yu 001; Nick Koudas; Yueting Chen; Yang Liu 008 (IEEE Trans. Knowl. Data Eng., 2024)

ODIN: Object Density Aware Index for C$k$kNN Queries Over Moving Objects on Road Networks. - Ziqiang Yu; Xiaohui Yu 001; Tao Zhou; Yueting Chen; Yang Liu 008; Bohan Li 001 (IEEE Trans. Knowl. Data Eng., 2024)