Quan Yuan

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 15

Top Topics

Collaborative Filtering

Event Detection

Top Venues

Proc. VLDB Endow.

Publications

Quan Yuan, Xiang Ren, Wenqi He, Chao Zhang, Xinhe Geng, Lifu Huang, Heng Ji, Chin-Yew Lin, Jiawei Han
Open-Schema Event Profiling for Massive News Corpora. CIKM (2018)
Chao Zhang, Dongming Lei, Quan Yuan, Honglei Zhuang, Lance M. Kaplan, Shaowen Wang, Jiawei Han
GeoBurst+: Effective and Real-Time Local Event Detection in Geo-Tagged Tweet Streams. ACM Trans. Intell. Syst. Technol. 9 (3) (2018)
Yiding Liu, Tuan-Anh Nguyen Pham, Gao Cong, Quan Yuan
An Experimental Evaluation of Point-of-interest Recommendation in Location-based Social Networks. Proc. VLDB Endow. 10 (10) (2017)
Chao Zhang, Keyang Zhang, Quan Yuan, Haoruo Peng, Yu Zheng, Tim Hanratty, Shaowen Wang, Jiawei Han
Regions, Periods, Activities: Uncovering Urban Dynamics via Cross-Modal Representation Learning. WWW (2017)
Quan Yuan, Wei Zhang, Chao Zhang, Xinhe Geng, Gao Cong, Jiawei Han
PRED: Periodic Region Detection for Mobility Modeling of Social Media Users. WSDM (2017)
Mengxiong Liu, Zhengchao Liu, Chao Zhang, Keyang Zhang, Quan Yuan, Tim Hanratty, Jiawei Han
Urbanity: A System for Interactive Exploration of Urban Dynamics from Streaming Human Sensing Data. CIKM (2017)
Carl Yang, Lanxiao Bai, Chao Zhang, Quan Yuan, Jiawei Han
Bridging Collaborative Filtering and Semi-Supervised Learning: A Neural Approach for POI Recommendation. KDD (2017)
Chao Zhang, Liyuan Liu, Dongming Lei, Quan Yuan, Honglei Zhuang, Tim Hanratty, Jiawei Han
TrioVecEvent: Embedding-Based Online Local Event Detection in Geo-Tagged Tweet Streams. KDD (2017)
Chao Zhang, Keyang Zhang, Quan Yuan, Fangbo Tao, Luming Zhang, Tim Hanratty, Jiawei Han
ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal Activity Modeling. SIGIR (2017)
Chao Zhang, Quan Yuan, Jiawei Han
Bringing Semantics to Spatiotemporal Data Mining: Challenges, Methods, and Applications. ICDE (2017)
Quan Yuan, Jingbo Shang, Xin Cao, Chao Zhang, Xinhe Geng, Jiawei Han
Detecting Multiple Periods and Periodic Patterns in Event Time Sequences. CIKM (2017)
Kaiqi Zhao, Yiding Liu, Quan Yuan, Lisi Chen, Zhida Chen, Gao Cong
Towards Personalized Maps: Mining User Preferences from Geo-textual Data. Proc. VLDB Endow. 9 (13) (2016)
Chao Zhang, Guangyu Zhou, Quan Yuan, Honglei Zhuang, Yu Zheng, Lance M. Kaplan, Shaowen Wang, Jiawei Han
GeoBurst: Real-Time Local Event Detection in Geo-Tagged Tweet Streams. SIGIR (2016)
Wei Zhang, Quan Yuan, Jiawei Han, Jianyong Wang
Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction. IJCAI (2016)
Chao Zhang, Keyang Zhang, Quan Yuan, Luming Zhang, Tim Hanratty, Jiawei Han
GMove: Group-Level Mobility Modeling Using Geo-Tagged Social Media. KDD (2016)
Kaiqi Zhao, Gao Cong, Quan Yuan, Kenny Q. Zhu
SAR: A sentiment-aspect-region model for user preference analysis in geo-tagged reviews. ICDE (2015)
Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan
Personalized Ranking Metric Embedding for Next New POI Recommendation. IJCAI (2015)
Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
A Tri-Role Topic Model for Domain-Specific Question Answering. AAAI (2015)
Quan Yuan, Gao Cong, Kaiqi Zhao, Zongyang Ma, Aixin Sun
Who, Where, When, and What: A Nonparametric Bayesian Approach to Context-aware Recommendation and Search for Twitter Users. ACM Trans. Inf. Syst. 33 (1) (2015)
Xutao Li, Tuan-Anh Nguyen Pham, Gao Cong, Quan Yuan, Xiaoli Li, Shonali Krishnaswamy
Where you Instagram?: Associating Your Instagram Photos with Points of Interest. CIKM (2015)
Quan Yuan, Gao Cong, Chin-Yew Lin
COM: a generative model for group recommendation. KDD (2014)
Quan Yuan, Gao Cong, Aixin Sun
Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences. CIKM (2014)
Bo Liu, Quan Yuan, Gao Cong, Dong Xu
Where your photo is taken: Geolocation prediction for social images. J. Assoc. Inf. Sci. Technol. 65 (6) (2014)
Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
Tagging Your Tweets: A Probabilistic Modeling of Hashtag Annotation in Twitter. CIKM (2014)
Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann
Time-aware point-of-interest recommendation. SIGIR (2013)
Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann
Who, where, when and what: discover spatio-temporal topics for twitter users. KDD (2013)
Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
Topic-driven reader comments summarization. CIKM (2012)
Xin Cao, Gao Cong, Bin Cui, Christian S. Jensen, Quan Yuan
Approaches to Exploring Category Information for Question Retrieval in Community Question-Answer Archives. ACM Trans. Inf. Syst. 30 (2) (2012)
Quan Yuan, Gao Cong, Nadia Magnenat-Thalmann
Enhancing naive bayes with various smoothing methods for short text classification. WWW (Companion Volume) (2012)
Quan Yuan, Gao Cong, Aixin Sun, Chin-Yew Lin, Nadia Magnenat-Thalmann
Category hierarchy maintenance: a data-driven approach. SIGIR (2012)