Quan Yuan

发表

PRED: Periodic Region Detection for Mobility Modeling of Social Media Users

Wei Zhang, Jiawei Han, Gao Cong, 2017, WSDM.

Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction

Wei Zhang, Jiawei Han, Jianyong Wang, 2016, IJCAI.

DAPred: Dynamic Attention Location Prediction with Long-Short Term Movement Regularity

Philip S. Yu, Carl Yang, Quan Yuan, 2019 .

Co-occurrence ( regularization ) Evolution ( regularization ) Diagnosis ( main term ) Sparse ! Latent Feature Latent Feature = regularization regularization

ChengXiang Zhai, Ting Liu, Quan Yuan, 2017 .

The Important Role of Lipid Raft-Mediated Attachment in the Infection of Cultured Cells by Coronavirus Infectious Bronchitis Virus Beaudette Strain

Quan Yuan, D. Liu, Mei Huang, 2017, PloS one.

COM: a generative model for group recommendation

Gao Cong, Chin-Yew Lin, Quan Yuan, 2014, KDD.

Time-aware point-of-interest recommendation

Nadia Magnenat-Thalmann, Gao Cong, Quan Yuan, 2013, SIGIR.

Bridging Collaborative Filtering and Semi-Supervised Learning: A Neural Approach for POI Recommendation

Jiawei Han, Chao Zhang, Quan Yuan, 2017, KDD.

A Robust Collaborative Filtering Approach Based on User Relationships for Recommendation Systems

Linda Yang, Quan Yuan, Bin Ling, 2014 .

Personalized Ranking Metric Embedding for Next New POI Recommendation

Yifeng Zeng, Yeow Meng Chee, Gao Cong, 2015, IJCAI.

Temporal recommendation on graphs via long- and short-term preference fusion

Jimeng Sun, Qing Yang, Li Chen, 2010, KDD.

Tagging Your Tweets: A Probabilistic Modeling of Hashtag Annotation in Twitter

Gao Cong, Aixin Sun, Quan Yuan, 2014, CIKM.

Enhancing naive bayes with various smoothing methods for short text classification

Nadia Magnenat-Thalmann, Gao Cong, Quan Yuan, 2012, WWW.

ContextCare: Incorporating Contextual Information Networks to Representation Learning on Medical Forum Data

ChengXiang Zhai, Quan Yuan, Ting Liu, 2017, IJCAI.

How Serendipity Improves User Satisfaction with Recommendations? A Large-Scale User Evaluation

Li Chen, Yonghua Yang, Ningxia Wang, 2019, WWW.

Improved recommendation based on collaborative tagging behaviors

Nan Du, Quan Yuan, Rongyao Fu, 2008, IUI '08.

An Experimental Evaluation of Point-of-interest Recommendation in Location-based Social Networks

Gao Cong, Yiding Liu, Quan Yuan, 2017, Proc. VLDB Endow..

Open-Schema Event Profiling for Massive News Corpora

Heng Ji, Jiawei Han, Wenqi He, 2018, CIKM.

Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences

Gao Cong, Aixin Sun, Quan Yuan, 2014, CIKM.

Large Scale Product Graph Construction for Recommendation in E-commerce pdf

Xiaoyong Yang, Yi Zhang, Xiaobo Wang, 2020, ArXiv.

SAR: A sentiment-aspect-region model for user preference analysis in geo-tagged reviews

Gao Cong, Kaiqi Zhao, Kenny Q. Zhu, 2015, 2015 IEEE 31st International Conference on Data Engineering.

Who, where, when and what: discover spatio-temporal topics for twitter users

Nadia Magnenat-Thalmann, Gao Cong, Quan Yuan, 2013, KDD.

Alleviating the recommendation bias via rank aggregation pdf

Quan Yuan, Yang-Bo Shi, Qiang Dong, 2019, Physica A: Statistical Mechanics and its Applications.

Topic-driven reader comments summarization

Gao Cong, Aixin Sun, Quan Yuan, 2012, CIKM.

GeoBurst+: Effective and Real-Time Local Event Detection in Geo-Tagged Tweet Streams

Lance M. Kaplan, Jiawei Han, Quan Yuan, 2018, ACM Trans. Intell. Syst. Technol..

Who, Where, When, and What

Gao Cong, Aixin Sun, Kaiqi Zhao, 2015, ACM Trans. Inf. Syst..

Regions, Periods, Activities: Uncovering Urban Dynamics via Cross-Modal Representation Learning

Shaowen Wang, Jiawei Han, Haoruo Peng, 2017, WWW.

GMove: Group-Level Mobility Modeling Using Geo-Tagged Social Media

Luming Zhang, Jiawei Han, Chao Zhang, 2016, KDD.

TrioVecEvent: Embedding-Based Online Local Event Detection in Geo-Tagged Tweet Streams

Liyuan Liu, Jiawei Han, Chao Zhang, 2017, KDD.

Multi-label Classification without the Multi-label Cost

Zhong Wang, Quan Yuan, Wei Fan, 2010, SDM.

Detecting Multiple Periods and Periodic Patterns in Event Time Sequences

Jiawei Han, Chao Zhang, Xin Cao, 2017, CIKM.

Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation

Li Chen, Quan Yuan, Shiwan Zhao, 2011, RecSys '11.

Where you Instagram?: Associating Your Instagram Photos with Points of Interest

Xiaoli Li, Shonali Krishnaswamy, Gao Cong, 2015, CIKM.

Where your photo is taken: Geolocation prediction for social images

Dong Xu, Bo Liu, Gao Cong, 2014, J. Assoc. Inf. Sci. Technol..

Category hierarchy maintenance: a data-driven approach

Nadia Magnenat-Thalmann, Gao Cong, Aixin Sun, 2012, SIGIR '12.

ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal Activity Modeling

Luming Zhang, Jiawei Han, Chao Zhang, 2017, SIGIR.

Who is Doing What and When: Social Map-Based Recommendation for Content-Centric Social Web Sites

Michelle X. Zhou, Quan Yuan, Rongyao Fu, 2011, TIST.

Augmenting collaborative recommender by fusing explicit social relationships

Shengchao Ding, Li Chen, Wentao Zheng, 2009 .

Improving Recommendation Diversity by Highlighting the ExTrA Fabricated Experts

Chao Wang, Ya-Hui An, Qiang Dong, 2020, IEEE Access.

A unified framework for recommending items, groups and friends in social media environment via mutual resource fusion

Wei Zeng, Li Chen, Quan Yuan, 2013, Expert Syst. Appl..

GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams

Shaowen Wang, Jiawei Han, Guangyu Zhou, 2016, SIGIR.

Boosting collaborative filtering based on statistical prediction errors

Quan Yuan, Shengchao Ding, Lawrence D. Bergman, 2008, RecSys '08.

Life-stage Prediction for Product Recommendation in E-commerce

Peng Jiang, Yi Zhang, Quan Yuan, 2015, KDD.

User Validation of Recommendation Serendipity Metrics pdf

Yonghua Yang, Ningxia Wang, Keping Yang, 2019, ArXiv.

GeoBurst+

Shaowen Wang, Jiawei Han, Chao Zhang, 2018, ACM Trans. Intell. Syst. Technol..

Bringing Semantics to Spatiotemporal Data Mining: Challenges, Methods, and Applications

Jiawei Han, Chao Zhang, Quan Yuan, 2017, 2017 IEEE 33rd International Conference on Data Engineering (ICDE).

Who, Where, When, and What

Quan Yuan, G. Cong, Aixin Sun, 2015, ACM Trans. Inf. Syst..

Who is talking about what: social map-based recommendation for content-centric social websites

Michelle X. Zhou, Quan Yuan, Rongyao Fu, 2010, RecSys '10.

Spatiotemporal Topic Detection from Social Media

Gao Cong, Kaiqi Zhao, Quan Yuan, 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

How much information is lost when sampling driving behavior data? Indicators to quantify the extent of information loss

Asad J. Khattak, Lee D. Han, Jun Liu, 2020, Journal of Intelligent and Connected Vehicles.