Quan Yuan

According to our database, Quan Yuan authored at least 38 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

TaskLAMA: Probing the Complex Task Understanding of Language Models.

Quan Yuan, Mehran Kazemi, Xin Xu, Isaac Noble, Vaiva Imbrasaite, Deepak Ramachandran

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play.

Jeremiah Zhe Liu, Krishnamurthy (Dj) Dvijotham, Jihyeon Lee, Quan Yuan, Martin Strobel, Balaji Lakshminarayanan, Deepak Ramachandran

CoRR, 2023

BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information.

Mehran Kazemi, Quan Yuan, Deepti Bhatia, Najoung Kim, Xin Xu, Vaiva Imbrasaite, Deepak Ramachandran

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play.

Jeremiah Zhe Liu, Krishnamurthy (Dj) Dvijotham, Jihyeon Lee, Quan Yuan, Balaji Lakshminarayanan, Deepak Ramachandran

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty.

Zi Lin, Quan Yuan, Panupong Pasupat, Jeremiah Z. Liu, Jingbo Shang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic.

Connor Pryor, Quan Yuan, Jeremiah Z. Liu, Mehran Kazemi, Deepak Ramachandran, Tania Bedrax-Weiss, Lise Getoor

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2018

Spatiotemporal Topic Detection from Social Media.

Kaiqi Zhao, Quan Yuan, Gao Cong

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

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

Chao Zhang, Dongming Lei, Quan Yuan, Honglei Zhuang, Lance M. Kaplan, Shaowen Wang, Jiawei Han

ACM Trans. Intell. Syst. Technol., 2018

Open-Schema Event Profiling for Massive News Corpora.

Quan Yuan, Xiang Ren, Wenqi He, Chao Zhang, Xinhe Geng, Lifu Huang, Heng Ji, Chin-Yew Lin, Jiawei Han

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

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

Yiding Liu, Tuan-Anh Nguyen Pham, Gao Cong, Quan Yuan

Proc. VLDB Endow., 2017

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

Chao Zhang, Keyang Zhang, Quan Yuan, Haoruo Peng, Yu Zheng, Tim Hanratty, Shaowen Wang, Jiawei Han

Proceedings of the 26th International Conference on World Wide Web, 2017

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

Quan Yuan, Wei Zhang, Chao Zhang, Xinhe Geng, Gao Cong, Jiawei Han

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

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

Chao Zhang, Keyang Zhang, Quan Yuan, Fangbo Tao, Luming Zhang, Tim Hanratty, Jiawei Han

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

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

Chao Zhang, Liyuan Liu, Dongming Lei, Quan Yuan, Honglei Zhuang, Tim Hanratty, Jiawei Han

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

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

Carl Yang, Lanxiao Bai, Chao Zhang, Quan Yuan, Jiawei Han

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

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

Chao Zhang, Quan Yuan, Jiawei Han

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Detecting Multiple Periods and Periodic Patterns in Event Time Sequences.

Quan Yuan, Jingbo Shang, Xin Cao, Chao Zhang, Xinhe Geng, Jiawei Han

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Urbanity: A System for Interactive Exploration of Urban Dynamics from Streaming Human Sensing Data.

Mengxiong Liu, Zhengchao Liu, Chao Zhang, Keyang Zhang, Quan Yuan, Tim Hanratty, Jiawei Han

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Towards Personalized Maps: Mining User Preferences from Geo-textual Data.

Kaiqi Zhao, Yiding Liu, Quan Yuan, Lisi Chen, Zhida Chen, Gao Cong

Proc. VLDB Endow., 2016

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

Chao Zhang, Guangyu Zhou, Quan Yuan, Honglei Zhuang, Yu Zheng, Lance M. Kaplan, Shaowen Wang, Jiawei Han

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

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

Chao Zhang, Keyang Zhang, Quan Yuan, Luming Zhang, Tim Hanratty, Jiawei Han

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction.

Wei Zhang, Quan Yuan, Jiawei Han, Jianyong Wang

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015

Exploiting spatial, temporal, and semantic information for point-of-interest recommendation

Quan Yuan

PhD thesis, 2015

Who, Where, When, and What: A Nonparametric Bayesian Approach to Context-aware Recommendation and Search for Twitter Users.

Quan Yuan, Gao Cong, Kaiqi Zhao, Zongyang Ma, Aixin Sun

ACM Trans. Inf. Syst., 2015

Personalized Ranking Metric Embedding for Next New POI Recommendation.

Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

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

Kaiqi Zhao, Gao Cong, Quan Yuan, Kenny Q. Zhu

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

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

Xutao Li, Tuan-Anh Nguyen Pham, Gao Cong, Quan Yuan, Xiaoli Li, Shonali Krishnaswamy

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

A Tri-Role Topic Model for Domain-Specific Question Answering.

Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Where your photo is taken: Geolocation prediction for social images.

Bo Liu, Quan Yuan, Gao Cong, Dong Xu

J. Assoc. Inf. Sci. Technol., 2014

COM: a generative model for group recommendation.

Quan Yuan, Gao Cong, Chin-Yew Lin

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

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

Quan Yuan, Gao Cong, Aixin Sun

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

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

Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Time-aware point-of-interest recommendation.

Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

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

Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012

Approaches to Exploring Category Information for Question Retrieval in Community Question-Answer Archives.

Xin Cao, Gao Cong, Bin Cui, Christian S. Jensen, Quan Yuan

ACM Trans. Inf. Syst., 2012

Enhancing naive bayes with various smoothing methods for short text classification.

Quan Yuan, Gao Cong, Nadia Magnenat-Thalmann

Proceedings of the 21st World Wide Web Conference, 2012

Category hierarchy maintenance: a data-driven approach.

Quan Yuan, Gao Cong, Aixin Sun, Chin-Yew Lin, Nadia Magnenat-Thalmann

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Topic-driven reader comments summarization.

Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012