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ORCIDYanyan Xu 0002
Person information
- affiliation: University of California at Berkeley, Department of City and Regional Planning, CA, USA
- affiliation (2017 - 2018): Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- affiliation (2015 - 2018): Massachusetts Institute of Technology, Cambridge, MA, USA
- affiliation (PhD 2015): Shanghai Jiao Tong University, China
Other persons with the same name
- Yanyan Xu — disambiguation page
- Yanyan Xu 0001
![[0000-0001-7174-6588]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-7174-6588")
— Beijing Forestry University, Beijing, China - Yanyan Xu 0003 — Wuhan University, LIEMARS, China
- Yanyan Xu 0004 — Tsinghua University, Beijing, China
- Yanyan Xu 0005 — The Chinese University of Hong Kong, Hong Kong
- Yanyan Xu 0006 — Chinese Academy of Meteorological Science, Beijing, China
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2020 – today
- 2024
[j18]Bin Wang, Mingming Zhang, Peng Ding, Tao Yang, Yaohui Jin, Yanyan Xu:
User re-identification via human mobility trajectories with siamese transformer networks. Appl. Intell. 54(11-12): 815-834 (2024)- [j17]Zongyuan Huang, Shengyuan Xu, Menghan Wang, Hansi Wu, Yanyan Xu, Yaohui Jin:
Human mobility prediction with causal and spatial-constrained multi-task network. EPJ Data Sci. 13(1): 22 (2024) - [j16]Bin Wang, Huifeng Li, Weipeng Wang, Menghan Wang, Yaohui Jin, Yanyan Xu:
PG² Net: Personalized and Group Preferences Guided Network for Next Place Prediction. IEEE Trans. Intell. Transp. Syst. 25(8): 8655-8670 (2024) - [j15]Mengdi Yu, Tao Yang, Chunxiao Li, Yaohui Jin, Yanyan Xu:
Mitigating Bus Bunching via Hierarchical Multi-Agent Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 25(8): 9675-9692 (2024) - [j14]Zongyuan Huang, Baohua Zhang, Guoqiang Hu, Longyuan Li, Yanyan Xu, Yaohui Jin:
Enhancing Unsupervised Anomaly Detection With Score-Guided Network. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14754-14769 (2024) - 2023
- [j13]Shu Lin, Yanyan Xu, Shengjian Zhao, Yibing Wang, Jungang Xu:
TransETA: transformer networks for estimated time of arrival with local congestion representation. Appl. Intell. 53(24): 30384-30399 (2023) - [j12]Yanyan Xu, Luis E. Olmos, David Mateo, Alberto Hernando, Xiaokang Yang, Marta C. González:
Urban dynamics through the lens of human mobility. Nat. Comput. Sci. 3(7): 611-620 (2023) - [j11]Chenbei Lu, Jiaman Wu, Jingshi Cui, Yanyan Xu, Chenye Wu, Marta C. González:
Deadline Differentiated Dynamic EV Charging Price Menu Design. IEEE Trans. Smart Grid 14(1): 502-516 (2023) - [i7]Le Huang, Fan Xia, Hui Chen, Bowen Hu, Xiao Zhou, Chunxiao Li, Yaohui Jin, Yanyan Xu:
Reconstructing human activities via coupling mobile phone data with location-based social networks. CoRR abs/2306.03441 (2023) - [i6]Wenxuan Guo, Yanyan Xu, Yaohui Jin:
Swap-based Deep Reinforcement Learning for Facility Location Problems in Networks. CoRR abs/2312.15658 (2023) - 2021
- [j10]Dimitrios M. Vlachogiannis, Yanyan Xu, Ling Jin, Marta C. González:
Correlation networks of air particulate matter ($\hbox {PM}_{2.5}$): a comparative study. Appl. Netw. Sci. 6(1): 32 (2021) - [j9]Yanyan Xu, Riccardo Di Clemente, Marta C. González:
Understanding vehicular routing behavior with location-based service data. EPJ Data Sci. 10(1): 12 (2021) - [j8]Di Zhu, Rui Song, Hui Chen, Reinhard Klette, Yanyan Xu:
Moment-based multi-lane detection and tracking. Signal Process. Image Commun. 95: 116230 (2021) - [c7]Guanjie Zheng, Porter Jenkins, Yanyan Xu, Dongyao Chen:
Overview of the 1st Workshop on City Brain Research. KDD 2021: 4181-4182 - [i5]Huifeng Li, Bin Wang, Fan Xia, Xi Zhai, Sulei Zhu, Yanyan Xu:
PG2Net: Personalized and Group Preferences Guided Network for Next Place Prediction. CoRR abs/2110.08266 (2021) - [i4]Huifeng Li, Bin Wang, Sulei Zhu, Yanyan Xu:
SanMove: Next Location Recommendation via Self-Attention Network. CoRR abs/2112.09076 (2021) - 2020
- [j7]Bin Wang, Cungang Wang, Qian Zhang, Ying Su, Yang Wang, Yanyan Xu:
Cross-Lingual Image Caption Generation Based on Visual Attention Model. IEEE Access 8: 104543-104554 (2020) - [i3]Marco De Nadai, Yanyan Xu, Emmanuel Letouzé, Marta C. González, Bruno Lepri:
Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities. CoRR abs/2004.05822 (2020)
2010 – 2019
- 2019
- [j6]Yanyan Xu, Shan Jiang, Ruiqi Li, Jiang Zhang, Jinhua Zhao, Sofiane Abbar, Marta C. González:
Unraveling environmental justice in ambient PM2.5 exposure in Beijing: A big data approach. Comput. Environ. Urban Syst. 75: 12-21 (2019) - [c6]Wuwei Lan, Yanyan Xu, Bin Zhao:
Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach. IJCAI 2019: 1772-1778 - [i2]Wuwei Lan, Yanyan Xu, Bin Zhao:
Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach. CoRR abs/1907.03381 (2019) - 2018
- [j5]Chang Yuan, Hui Chen, Ju Liu, Di Zhu, Yanyan Xu:
Robust Lane Detection for Complicated Road Environment Based on Normal Map. IEEE Access 6: 49679-49689 (2018) - [j4]Dongxue Han, Hui Chen, Changhe Tu, Yanyan Xu:
View synthesis using foreground object extraction for disparity control and image inpainting. J. Vis. Commun. Image Represent. 56: 287-295 (2018) - 2017
- [j3]Jin-Zhao Yuan, Hui Chen, Bin Zhao, Yanyan Xu:
Estimation of Vehicle Pose and Position with Monocular Camera at Urban Road Intersections. J. Comput. Sci. Technol. 32(6): 1150-1161 (2017) - 2016
- [i1]Yanyan Xu, Marta C. González:
Collective benefits in traffic during mega events via the use of information technologies. CoRR abs/1607.08203 (2016) - 2014
- [j2]Yanyan Xu, Qing-Jie Kong, Reinhard Klette, Yuncai Liu:
Accurate and Interpretable Bayesian MARS for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 15(6): 2457-2469 (2014) - 2013
- [j1]Qing-Jie Kong, Yanyan Xu, Shu Lin, Ding Wen, Fenghua Zhu, Yuncai Liu:
UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation Management Systems. IEEE Trans. Intell. Transp. Syst. 14(3): 1541-1547 (2013) - [c5]Yanyan Xu, Qing-Jie Kong, Yuncai Liu:
A spatio-temporal multivariate adaptive regression splines approach for short-term freeway traffic volume prediction. ITSC 2013: 217-222 - [c4]Yanyan Xu, Qing-Jie Kong, Yuncai Liu:
Short-term traffic volume prediction using classification and regression trees. Intelligent Vehicles Symposium 2013: 493-498 - 2012
- [c3]Yanyan Xu, Qing-Jie Kong, Shu Lin, Yuncai Liu:
Urban traffic flow prediction based on road network model. ICNSC 2012: 334-339 - [c2]Yanyan Xu, Qing-Jie Kong, Yuncai Liu:
Comparison of urban traffic prediction methods between UTN-based spatial model and time series models. ITSC 2012: 814-819
2000 – 2009
- 2009
- [c1]Yanyan Xu, Hui Chen, Reinhard Klette, Jiaju Liu, Tobi Vaudrey:
Belief Propagation Implementation Using CUDA on an NVIDIA GTX 280. Australasian Conference on Artificial Intelligence 2009: 180-189
Coauthor Index
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