Yang Liu

79 papers A* 10A 1B 5C 1Journal 37Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Large-scale trajectory clustering with LSH.
Frontiers Comput. Sci.
Cheng Tian, Ziqiang Yu, Xiaohui Yu, Yang Liu, Wei Liu, Chaofan Wang
2025 J jnl
Beyond Accuracy: Explainable Deep Learning for Alzheimer's Disease Detection Using Structural MRI Data.
Inf.
Tamal Chakroborty, Adam Colafranceschi, Yang Liu
2025 J jnl
Learning SMILES Semantics: Word2Vec and Transformer Embeddings for Molecular Property Prediction.
Algorithms
Saya Hashemian, Zak Khan, Pulkit Kalhan, Yang Liu
2024 J jnl
A Distributed Solution for Efficient K Shortest Paths Computation Over Dynamic Road Networks.
IEEE Trans. Knowl. Data Eng.
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yueting Chen, Yang Liu
2024 J jnl
ODIN: Object Density Aware Index for C$k$kNN Queries Over Moving Objects on Road Networks.
IEEE Trans. Knowl. Data Eng.
Ziqiang Yu, Xiaohui Yu, Tao Zhou, Yueting Chen, Yang Liu, Bohan Li
2023 J jnl
A Distributed Solution for Efficient K Shortest Paths Computation over Dynamic Road Networks.
CoRR
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yueting Chen, Yang Liu
2023 A* conf
Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract).
ICDE
Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng
2023 J jnl
ODIN: Object Density Aware Index for CkNN Queries over Moving Objects on Road Networks.
CoRR
Ziqiang Yu, Xiaohui Yu, Tao Zhou, Yueting Chen, Yang Liu, Bohan Li
2023 J jnl
TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation.
ACM Trans. Inf. Syst.
Ronghui Xu, Meng Chen, Yongshun Gong, Yang Liu, Xiaohui Yu, Liqiang Nie
2022 — conf
A Novel Hybrid Framework to Enhance Zero-shot Classification.
TSD
Yanan Chen, Yang Liu
2022 J jnl
CAVE-SC: Inferring categories for venues using check-ins.
Inf. Sci.
Haoran Xu, Ronghui Xu, Meng Chen, Yang Liu, Xiaohui Yu
2022 J jnl
Embedding Hierarchical Structures for Venue Category Representation.
ACM Trans. Inf. Syst.
Meng Chen, Lei Zhu, Ronghui Xu, Yang Liu, Xiaohui Yu, Yilong Yin
2022 J jnl
Modeling Spatial Trajectories With Attribute Representation Learning.
IEEE Trans. Knowl. Data Eng.
Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng
2022 — conf
NLI-based Filtering for Data Augmentation in Topic Classification.
WI/IAT
Yanan Chen, Yang Liu
2022 B conf
Rethinking Data Augmentation in Text-to-text Paradigm.
COLING
Yanan Chen, Yang Liu
2021 J jnl
CEM: A Convolutional Embedding Model for Predicting Next Locations.
IEEE Trans. Intell. Transp. Syst.
Meng Chen, Yixuan Zuo, Xiaoyi Jia, Yang Liu, Xiaohui Yu, Kai Zheng
2021 J jnl
Neural Attention Frameworks for Explainable Recommendation.
IEEE Trans. Knowl. Data Eng.
Omer Tal, Yang Liu, Jimmy X. Huang, Xiaohui Yu, Bushra Aljbawi
2020 — conf
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks.
SIGMOD Conference
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang
2020 J jnl
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks.
CoRR
Ziqiang Yu, Xiaohui Yu, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang
2020 J jnl
Eating Healthier: Exploring Nutrition Information for Healthier Recipe Recommendation.
CoRR
Meng Chen, Xiaoyi Jia, Elizabeth Gorbonos, Chinh T. Hong, Xiaohui Yu, Yang Liu
2020 J jnl
Eating healthier: Exploring nutrition information for healthier recipe recommendation.
Inf. Process. Manag.
Meng Chen, Xiaoyi Jia, Elizabeth Gorbonos, Chinh T. Hong, Xiaohui Yu, Yang Liu
2020 J jnl
MPE: A Mobility Pattern Embedding Model for Predicting Next Locations.
CoRR
Meng Chen, Xiaohui Yu, Yang Liu
2020 J jnl
NLPMM: a Next Location Predictor with Markov Modeling.
CoRR
Meng Chen, Yang Liu, Xiaohui Yu
2020 J jnl
PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction.
CoRR
Meng Chen, Xiaohui Yu, Yang Liu
2020 J jnl
TraLFM: Latent Factor Modeling of Traffic Trajectory Data.
CoRR
Meng Chen, Xiaohui Yu, Yang Liu
2019 J jnl
A Joint Deep Recommendation Framework for Location-Based Social Networks.
Complex.
Omer Tal, Yang Liu
2019 J jnl
Improving the effectiveness of keyword search in databases using query logs.
Eng. Appl. Artif. Intell.
Ziqiang Yu, Ajith Abraham, Xiaohui Yu, Yang Liu, Jing Zhou, Kun Ma
2019 J jnl
MPE: a mobility pattern embedding model for predicting next locations.
World Wide Web
Meng Chen, Xiaohui Yu, Yang Liu
2019 J jnl
TraLFM: Latent Factor Modeling of Traffic Trajectory Data.
IEEE Trans. Intell. Transp. Syst.
Meng Chen, Xiaohui Yu, Yang Liu
2018 B conf
NutRec: Nutrition Oriented Online Recipe Recommender.
WI
Elizabeth Gorbonos, Yang Liu, Chinh T. Hoang
2018 J jnl
PCNN: Deep Convolutional Networks for Short-Term Traffic Congestion Prediction.
IEEE Trans. Intell. Transp. Syst.
Meng Chen, Xiaohui Yu, Yang Liu
2018 B conf
Short-term Traffic Flow Forecasting Using Transfer Ratio and Road Similarity.
IJCNN
De Guo, Meng Chen, Xiaohui Yu, Yang Liu
2018 — conf
TCENR: A Hybrid Neural Recommender for Location Based Social Networks.
ICDM Workshops
Omer Tal, Yang Liu
2018 — conf
Travel Time Forecasting with Combination of Spatial-Temporal and Time Shifting Correlation in CNN-LSTM Neural Network.
APWeb/WAIM (1)
Wenjing Wei, Xiaoyi Jia, Yang Liu, Xiaohui Yu
2017 J jnl
CI-Rank: Collective importance ranking for keyword search in databases.
Inf. Sci.
Xiaohui Yu, Ziqiang Yu, Yang Liu, Huxia Shi
2017 — conf
LCE: A Location Category Embedding Model for Predicting the Category Labels of POIs.
ICONIP (5)
Yue Wang, Meng Chen, Xiaohui Yu, Yang Liu
2017 J jnl
Sliding Window Top-K Monitoring over Distributed Data Streams.
Data Sci. Eng.
Ben Chen, Zhijin Lv, Xiaohui Yu, Yang Liu
2017 J jnl
Weighted Co-Training for Cross-Domain Image Sentiment Classification.
J. Comput. Sci. Technol.
Meng Chen, Linlin Zhang, Xiaohui Yu, Yang Liu
2016 — conf
A Data Grouping CNN Algorithm for Short-Term Traffic Flow Forecasting.
APWeb (1)
Donghai Yu, Yang Liu, Xiaohui Yu
2016 — conf
CoDS: Co-training with Domain Similarity for Cross-Domain Image Sentiment Classification.
APWeb (1)
Linlin Zhang, Meng Chen, Xiaohui Yu, Yang Liu
2016 J jnl
Collaborative filtering with weighted opinion aspects.
Neurocomputing
Chong Yang, Xiaohui Yu, Yang Liu, Yanping Nie, Yuanhong Wang
2016 J jnl
Mining Object Similarity for Predicting Next Locations.
J. Comput. Sci. Technol.
Meng Chen, Xiaohui Yu, Yang Liu
2016 — conf
Spica: A Path Bundling Model for Rational Route Recommendation.
APWeb (2)
Lei Lv, Yang Liu, Xiaohui Yu
2015 — conf
A Plane Moving Average Algorithm for Short-Term Traffic Flow Prediction.
PAKDD (2)
Lei Lv, Meng Chen, Yang Liu, Xiaohui Yu
2015 — conf
Distributed Grid-Based K Nearest Neighbour Query Processing Over Moving Objects.
WAIM
Min Yang, Yang Liu, Ziqiang Yu
2015 — conf
Improving the Effectiveness of Keyword Search in Databases Using Query Logs.
WAIM
Jing Zhou, Yang Liu, Ziqiang Yu
2015 B conf
Mining Frequent Co-occurrence Patterns across Multiple Data Streams.
EDBT
Ziqiang Yu, Xiaohui Yu, Yang Liu, WenZhu Li, Jian Pei
2015 J jnl
Mining moving patterns for predicting next location.
Inf. Syst.
Meng Chen, Xiaohui Yu, Yang Liu
2015 — conf
Predicting Next Locations with Object Clustering and Trajectory Clustering.
PAKDD (2)
Meng Chen, Yang Liu, Xiaohui Yu
2015 J jnl
Scalable Distributed Processing of K Nearest Neighbor Queries over Moving Objects.
IEEE Trans. Knowl. Data Eng.
Ziqiang Yu, Yang Liu, Xiaohui Yu, Ken Q. Pu
2014 A* conf
Continuous KNN Join Processing for Real-Time Recommendation.
ICDM
Chong Yang, Xiaohui Yu, Yang Liu
2014 — conf
NLPMM: A Next Location Predictor with Markov Modeling.
PAKDD (2)
Meng Chen, Yang Liu, Xiaohui Yu
2014 — conf
Ranking Keyword Search Results with Query Logs.
BigData Congress
Jing Zhou, Xiaohui Yu, Yang Liu, Ziqiang Yu
2014 — conf
Sentence-Level Sentiment Analysis in the Presence of Modalities.
CICLing (2)
Yang Liu, Xiaohui Yu, Bing Liu, Zhongshuai Chen
2014 — conf
Towards Efficient KNN Joins on Data Streams.
BigData Congress
Chong Yang, Xiaohui Yu, Yang Liu
2014 A* conf
Weighted aspect-based collaborative filtering.
SIGIR
Yanping Nie, Yang Liu, Xiaohui Yu
2013 — conf
DDSN: Duplicate detection to reduce both storage and bandwidth consumption.
IEEE BigData
Jiaran Zhang, Xiaohui Yu, Yang Liu, Liwei Lin
2013 J jnl
Efficient Top-k Keyword Search Over Multidimensional Databases.
Int. J. Data Warehous. Min.
Ziqiang Yu, Xiaohui Yu, Yang Liu
2013 J jnl
Riding the tide of sentiment change: sentiment analysis with evolving online reviews.
World Wide Web
Yang Liu, Xiaohui Yu, Aijun An, Xiangji Huang
2013 — conf
Sentiment analysis of sentences with modalities.
UnstructureNLP@CIKM
Yang Liu, Xiaohui Yu, Zhongshuai Chen, Bing Liu
2013 — conf
Traffic Session Identification Based on Statistical Language Model.
ADMA (2)
Xinyan Lou, Yang Liu, Xiaohui Yu
2012 A* conf
Collaborative Filtering with Aspect-Based Opinion Mining: A Tensor Factorization Approach.
ICDM
Yuanhong Wang, Yang Liu, Xiaohui Yu
2012 J jnl
Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain.
IEEE Trans. Knowl. Data Eng.
Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An
2011 C conf
Cascading top-k keyword search over relational databases.
DOLAP
Ziqiang Yu, Xiaohui Yu, Yang Liu
2011 J jnl
Combining integrated sampling with SVM ensembles for learning from imbalanced datasets.
Inf. Process. Manag.
Yang Liu, Xiaohui Yu, Jimmy Xiangji Huang, Aijun An
2011 — conf
Keyword Query Cleaning with Query Logs.
WAIM
Lei Gao, Xiaohui Yu, Yang Liu
2011 A conf
Summarizing web forum threads based on a latent topic propagation process.
CIKM
Zhaochun Ren, Jun Ma, Shuaiqiang Wang, Yang Liu
2010 A* conf
A quality-aware model for sales prediction using reviews.
WWW
Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An
2010 — conf
An Adaptive Model for Probabilistic Sentiment Analysis.
Web Intelligence
Xiaohui Yu, Yang Liu, Aijun An
2010 A* conf
S-PLASA+: adaptive sentiment analysis with application to sales performance prediction.
SIGIR
Yang Liu, Xiaohui Yu, Xiangji Huang, Aijun An
2008 — conf
HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews.
Web Intelligence
Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu
2008 A* conf
Modeling and Predicting the Helpfulness of Online Reviews.
ICDM
Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu
2008 A* conf
Reasoning about similarity queries in text retrieval tasks.
WWW
Xiaohui Yu, Yang Liu
2007 A* conf
ARSA: a sentiment-aware model for predicting sales performance using blogs.
SIGIR
Yang Liu, Xiangji Huang, Aijun An, Xiaohui Yu
2007 J jnl
Personalized recommendation with adaptive mixture of markov models.
J. Assoc. Inf. Sci. Technol.
Yang Liu, Xiangji Huang, Aijun An
2006 A* conf
Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval.
ICDM
Xiangji Huang, Yan Rui Huang, Miao Wen, Aijun An, Yang Liu, Josiah Poon
2006 B conf
Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles.
PAKDD
Yang Liu, Aijun An, Xiangji Huang
2004 — conf
Clustering Web Surfers with Probabilistic Models in a Real Application.
Web Intelligence
Yang Liu, Xiangji Huang, Aijun An, Gary Promhouse
2002 — conf
Sharpe Ratio-Oriented Active Trading: A Learning Approach.
MICAI
Yang Liu, Xiaohui Yu, Jiqing Han