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Quan Yuan 0001

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affiliation: Facebook, Menlo Park, CA, USA
affiliation (former): University of Illinois at Urbana-Champaign, Department of Computer Science, Data Mining Research Group, IL, USA
affiliation (PhD 2015): Nanyang Technological University, School of Computer Science and Engineering, Singapore

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2020 – today

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2024
[c29]
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Quan Yuan, Mehran Kazemi, Xin Xu, Isaac Noble, Vaiva Imbrasaite, Deepak Ramachandran:
TaskLAMA: Probing the Complex Task Understanding of Language Models. AAAI 2024: 19468-19476
[i4]
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Connor Pryor, Quan Yuan, Jeremiah Z. Liu, Mehran Kazemi, Deepak Ramachandran, Tania Bedrax-Weiss, Lise Getoor:
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic. CoRR abs/2403.17853 (2024)
2023
[c28]
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Connor Pryor, Quan Yuan, Jeremiah Z. Liu, Mehran Kazemi, Deepak Ramachandran, Tania Bedrax-Weiss, Lise Getoor:
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic. ACL (1) 2023: 7631-7652
[c27]
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Zi Lin, Quan Yuan, Panupong Pasupat, Jeremiah Z. Liu, Jingbo Shang:
Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty. EMNLP (Findings) 2023: 6330-6345
[c26]
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Jeremiah Zhe Liu, Krishnamurthy (Dj) Dvijotham, Jihyeon Lee, Quan Yuan, Balaji Lakshminarayanan, Deepak Ramachandran:
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play. ICLR 2023
[c25]
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Mehran Kazemi, Quan Yuan, Deepti Bhatia, Najoung Kim, Xin Xu, Vaiva Imbrasaite, Deepak Ramachandran:
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information. NeurIPS 2023
[i3]
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  - journals/corr/abs-2302-05807
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Jeremiah Zhe Liu, Krishnamurthy (Dj) Dvijotham, Jihyeon Lee, Quan Yuan, Martin Strobel, Balaji Lakshminarayanan, Deepak Ramachandran:
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play. CoRR abs/2302.05807 (2023)
[i2]
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  - journals/corr/abs-2306-07934
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Mehran Kazemi, Quan Yuan, Deepti Bhatia, Najoung Kim, Xin Xu, Vaiva Imbrasaite, Deepak Ramachandran:
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information. CoRR abs/2306.07934 (2023)
[i1]
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  - journals/corr/abs-2308-15299
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Quan Yuan, Mehran Kazemi, Xin Xu, Isaac Noble, Vaiva Imbrasaite, Deepak Ramachandran:
TaskLAMA: Probing the Complex Task Understanding of Language Models. CoRR abs/2308.15299 (2023)

2010 – 2019

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2018
[j6]
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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): 34:1-34:24 (2018)
[c24]
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  - conf/cikm/0001RHZGHJL018
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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: 587-596
[r1]
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Kaiqi Zhao, Quan Yuan, Gao Cong:
Spatiotemporal Topic Detection from Social Media. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018
2017
[j5]
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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): 1010-1021 (2017)
[c23]
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Quan Yuan, Jingbo Shang, Xin Cao, Chao Zhang, Xinhe Geng, Jiawei Han:
Detecting Multiple Periods and Periodic Patterns in Event Time Sequences. CIKM 2017: 617-626
[c22]
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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: 2503-2506
[c21]
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Chao Zhang, Quan Yuan, Jiawei Han:
Bringing Semantics to Spatiotemporal Data Mining: Challenges, Methods, and Applications. ICDE 2017: 1455-1458
[c20]
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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: 595-604
[c19]
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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: 1245-1254
[c18]
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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: 245-254
[c17]
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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: 263-272
[c16]
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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: 361-370
2016
[j4]
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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): 1545-1548 (2016)
[c15]
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Wei Zhang, Quan Yuan, Jiawei Han, Jianyong Wang:
Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction. IJCAI 2016: 2986-2992
[c14]
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Chao Zhang, Keyang Zhang, Quan Yuan, Luming Zhang, Tim Hanratty, Jiawei Han:
GMove: Group-Level Mobility Modeling Using Geo-Tagged Social Media. KDD 2016: 1305-1314
[c13]
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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: 513-522
2015
[b1]
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  - phd/sg/Yuan14
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Quan Yuan:
Exploiting spatial, temporal, and semantic information for point-of-interest recommendation. Nanyang Technological University, Singapore, 2015
[j3]
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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): 2:1-2:33 (2015)
[c12]
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Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong:
A Tri-Role Topic Model for Domain-Specific Question Answering. AAAI 2015: 224-230
[c11]
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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: 1231-1240
[c10]
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  - conf/icde/ZhaoCYZ15
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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: 675-686
[c9]
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Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan:
Personalized Ranking Metric Embedding for Next New POI Recommendation. IJCAI 2015: 2069-2075
2014
[j2]
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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): 1232-1243 (2014)
[c8]
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Quan Yuan, Gao Cong, Aixin Sun:
Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences. CIKM 2014: 659-668
[c7]
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Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong:
Tagging Your Tweets: A Probabilistic Modeling of Hashtag Annotation in Twitter. CIKM 2014: 999-1008
[c6]
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  - conf/kdd/YuanCL14
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Quan Yuan, Gao Cong, Chin-Yew Lin:
COM: a generative model for group recommendation. KDD 2014: 163-172
2013
[c5]
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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: 605-613
[c4]
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Quan Yuan, Gao Cong, Zongyang Ma, Aixin Sun, Nadia Magnenat-Thalmann:
Time-aware point-of-interest recommendation. SIGIR 2013: 363-372
2012
[j1]
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  - journals/tois/CaoCCJY12
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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): 7:1-7:38 (2012)
[c3]
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Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong:
Topic-driven reader comments summarization. CIKM 2012: 265-274
[c2]
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Quan Yuan, Gao Cong, Aixin Sun, Chin-Yew Lin, Nadia Magnenat-Thalmann:
Category hierarchy maintenance: a data-driven approach. SIGIR 2012: 791-800
[c1]
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  - conf/www/YuanCM12
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Quan Yuan, Gao Cong, Nadia Magnenat-Thalmann:
Enhancing naive bayes with various smoothing methods for short text classification. WWW (Companion Volume) 2012: 645-646

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