Yanyan Xu

Orcid: 0000-0001-5429-3177

Affiliations:
  • University of California at Berkeley, Department of City and Regional Planning, CA, USA
  • Lawrence Berkeley National Laboratory, Berkeley, CA, USA (2017 - 2018)
  • Massachusetts Institute of Technology, Cambridge, MA, USA (2015 - 2018)
  • Shanghai Jiao Tong University, China (PhD 2015)


According to our database1, Yanyan Xu authored at least 37 papers between 2009 and 2025.

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Timeline

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Bibliography

2025
Where to Go Next Day: Multi-scale Spatial-Temporal Decoupled Model for Mid-term Human Mobility Prediction.
CoRR, January, 2025

2024
Ualign: pushing the limit of template-free retrosynthesis prediction with unsupervised SMILES alignment.
J. Cheminformatics, December, 2024

Human mobility prediction with causal and spatial-constrained multi-task network.
EPJ Data Sci., December, 2024

Enhancing Unsupervised Anomaly Detection With Score-Guided Network.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Mitigating Bus Bunching via Hierarchical Multi-Agent Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst., August, 2024

PG² Net: Personalized and Group Preferences Guided Network for Next Place Prediction.
IEEE Trans. Intell. Transp. Syst., August, 2024

User re-identification via human mobility trajectories with siamese transformer networks.
Appl. Intell., January, 2024

Learning Chemical Reaction Representation with Reactant-Product Alignment.
CoRR, 2024

Text-Augmented Multimodal LLMs for Chemical Reaction Condition Recommendation.
CoRR, 2024

SA-LSPL: Sequence-Aware Long- and Short- Term Preference Learning for next POI recommendation.
CoRR, 2024

UAlign: Pushing the Limit of Template-free Retrosynthesis Prediction with Unsupervised SMILES Alignment.
CoRR, 2024

2023
TransETA: transformer networks for estimated time of arrival with local congestion representation.
Appl. Intell., December, 2023

Deadline Differentiated Dynamic EV Charging Price Menu Design.
IEEE Trans. Smart Grid, 2023

Urban dynamics through the lens of human mobility.
Nat. Comput. Sci., 2023

Swap-based Deep Reinforcement Learning for Facility Location Problems in Networks.
CoRR, 2023

Reconstructing human activities via coupling mobile phone data with location-based social networks.
CoRR, 2023

2021
Moment-based multi-lane detection and tracking.
Signal Process. Image Commun., 2021

Understanding vehicular routing behavior with location-based service data.
EPJ Data Sci., 2021

SanMove: Next Location Recommendation via Self-Attention Network.
CoRR, 2021

PG<sup>2</sup>Net: Personalized and Group Preferences Guided Network for Next Place Prediction.
CoRR, 2021

Correlation networks of air particulate matter ($\hbox {PM}_{2.5}$): a comparative study.
Appl. Netw. Sci., 2021

Overview of the 1st Workshop on City Brain Research.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities.
CoRR, 2020

Cross-Lingual Image Caption Generation Based on Visual Attention Model.
IEEE Access, 2020

2019
Unraveling environmental justice in ambient PM<sub>2.5</sub> exposure in Beijing: A big data approach.
Comput. Environ. Urban Syst., 2019

Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
View synthesis using foreground object extraction for disparity control and image inpainting.
J. Vis. Commun. Image Represent., 2018

Robust Lane Detection for Complicated Road Environment Based on Normal Map.
IEEE Access, 2018

2017
Estimation of Vehicle Pose and Position with Monocular Camera at Urban Road Intersections.
J. Comput. Sci. Technol., 2017

2016
Collective benefits in traffic during mega events via the use of information technologies.
CoRR, 2016

2014
Accurate and Interpretable Bayesian MARS for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., 2014

2013
UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation Management Systems.
IEEE Trans. Intell. Transp. Syst., 2013

Short-term traffic volume prediction using classification and regression trees.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

A spatio-temporal multivariate adaptive regression splines approach for short-term freeway traffic volume prediction.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

2012
Comparison of urban traffic prediction methods between UTN-based spatial model and time series models.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Urban traffic flow prediction based on road network model.
Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

2009
Belief Propagation Implementation Using CUDA on an NVIDIA GTX 280.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009


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