Belief Propagation Implementation Using CUDA on an NVIDIA GTX 280. - Yanyan Xu 002; Hui Chen 009; Reinhard Klette; Jiaju Liu; Tobi Vaudrey (Australasian Conference on Artificial Intelligence, 2009)

Urban traffic flow prediction based on road network model. - Yanyan Xu 002; Qing-Jie Kong; Shu Lin 002; Yuncai Liu (ICNSC, 2012)

Comparison of urban traffic prediction methods between UTN-based spatial model and time series models. - Yanyan Xu 002; Qing-Jie Kong; Yuncai Liu (ITSC, 2012)

A spatio-temporal multivariate adaptive regression splines approach for short-term freeway traffic volume prediction. - Yanyan Xu 002; Qing-Jie Kong; Yuncai Liu (ITSC, 2013)

Short-term traffic volume prediction using classification and regression trees. - Yanyan Xu 002; Qing-Jie Kong; Yuncai Liu (Intelligent Vehicles Symposium, 2013)

UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation Management Systems. - Qing-Jie Kong; Yanyan Xu 002; Shu Lin 002; Ding Wen; Fenghua Zhu; Yuncai Liu (IEEE Trans. Intell. Transp. Syst., 2013)

Accurate and Interpretable Bayesian MARS for Traffic Flow Prediction. - Yanyan Xu 002; Qing-Jie Kong; Reinhard Klette; Yuncai Liu (IEEE Trans. Intell. Transp. Syst., 2014)

Collective benefits in traffic during mega events via the use of information technologies. - Yanyan Xu 002; Marta C. González (CoRR, 2016)

Estimation of Vehicle Pose and Position with Monocular Camera at Urban Road Intersections. - Jin-Zhao Yuan; Hui Chen 009; Bin Zhao; Yanyan Xu 002 (J. Comput. Sci. Technol., 2017)

Robust Lane Detection for Complicated Road Environment Based on Normal Map. - Chang Yuan; Hui Chen 009; Ju Liu; Di Zhu; Yanyan Xu 002 (IEEE Access, 2018)

View synthesis using foreground object extraction for disparity control and image inpainting. - Dongxue Han; Hui Chen 009; Changhe Tu; Yanyan Xu 002 (J. Vis. Commun. Image Represent., 2018)

Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach. - Wuwei Lan; Yanyan Xu 002; Bin Zhao (IJCAI, 2019)

Unraveling environmental justice in ambient PM2.5 exposure in Beijing: A big data approach. - Yanyan Xu 002; Shan Jiang 004; Ruiqi Li; Jiang Zhang 006; Jinhua Zhao; Sofiane Abbar; Marta C. González (Comput. Environ. Urban Syst., 2019)

Cross-Lingual Image Caption Generation Based on Visual Attention Model. - Bin Wang 052; Cungang Wang; Qian Zhang 033; Ying Su; Yang Wang 060; Yanyan Xu 002 (IEEE Access, 2020)

Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities. - Marco De Nadai; Yanyan Xu 002; Emmanuel Letouzé; Marta C. González; Bruno Lepri (CoRR, 2020)

Overview of the 1st Workshop on City Brain Research. - Guanjie Zheng; Porter Jenkins; Yanyan Xu 002; Dongyao Chen (KDD, 2021)

Correlation networks of air particulate matter ($ hbox {PM}_{2.5}$): a comparative study. - Dimitrios M. Vlachogiannis; Yanyan Xu 002; Ling Jin; Marta C. González (Appl. Netw. Sci., 2021)

PG2Net: Personalized and Group Preferences Guided Network for Next Place Prediction. - Huifeng Li; Bin Wang 052; Fan Xia; Xi Zhai; Sulei Zhu; Yanyan Xu 002 (CoRR, 2021)

SanMove: Next Location Recommendation via Self-Attention Network. - Huifeng Li; Bin Wang 052; Sulei Zhu; Yanyan Xu 002 (CoRR, 2021)

Understanding vehicular routing behavior with location-based service data. - Yanyan Xu 002; Riccardo Di Clemente; Marta C. González (EPJ Data Sci., 2021)

Moment-based multi-lane detection and tracking. - Di Zhu; Rui Song; Hui Chen 009; Reinhard Klette; Yanyan Xu 002 (Signal Process. Image Commun., 2021)

Reconstructing human activities via coupling mobile phone data with location-based social networks. - Le Huang; Fan Xia; Hui Chen 009; Bowen Hu; Xiao Zhou 005; Chunxiao Li; Yaohui Jin; Yanyan Xu 002 (CoRR, 2023)

Swap-based Deep Reinforcement Learning for Facility Location Problems in Networks. - Wenxuan Guo; Yanyan Xu 002; Yaohui Jin (CoRR, 2023)

Urban dynamics through the lens of human mobility. - Yanyan Xu 002; Luis E. Olmos; David Mateo; Alberto Hernando; Xiaokang Yang 001; Marta C. González (Nat. Comput. Sci., 2023)

Deadline Differentiated Dynamic EV Charging Price Menu Design. - Chenbei Lu; Jiaman Wu; Jingshi Cui; Yanyan Xu 002; Chenye Wu; Marta C. González (IEEE Trans. Smart Grid, 2023)

TransETA: transformer networks for estimated time of arrival with local congestion representation. - Shu Lin 002; Yanyan Xu 002; Shengjian Zhao; Yibing Wang; Jungang Xu (Appl. Intell., 2023)

SA-LSPL: Sequence-Aware Long- and Short- Term Preference Learning for next POI recommendation. - Bin Wang 052; Yan Zhang; Yan Ma 005; Yaohui Jin; Yanyan Xu 002 (CoRR, 2024)

Text-Augmented Multimodal LLMs for Chemical Reaction Condition Recommendation. - Yu Zhang; Ruijie Yu; Kaipeng Zeng; Ding Li; Feng Zhu 006; Xiaokang Yang 001; Yaohui Jin; Yanyan Xu 002 (CoRR, 2024)

Learning Chemical Reaction Representation with Reactant-Product Alignment. - Kaipeng Zeng; Xianbin Liu; Yu Zhang; Xiaokang Yang 001; Yaohui Jin; Yanyan Xu 002 (CoRR, 2024)

TrajGEOS: Trajectory Graph Enhanced Orientation-based Sequential Network for Mobility Prediction. - Zhaoping Hu; Zongyuan Huang; Jinming Yang; Tao Yang; Yaohui Jin; Yanyan Xu 002 (CoRR, 2024)

User re-identification via human mobility trajectories with siamese transformer networks. - Bin Wang 052; Mingming Zhang; Peng Ding; Tao Yang; Yaohui Jin; Yanyan Xu 002 (Appl. Intell., 2024)

PG² Net: Personalized and Group Preferences Guided Network for Next Place Prediction. - Bin Wang 052; Huifeng Li; Weipeng Wang; Menghan Wang; Yaohui Jin; Yanyan Xu 002 (IEEE Trans. Intell. Transp. Syst., 2024)

Mitigating Bus Bunching via Hierarchical Multi-Agent Reinforcement Learning. - Mengdi Yu; Tao Yang; Chunxiao Li; Yaohui Jin; Yanyan Xu 002 (IEEE Trans. Intell. Transp. Syst., 2024)

Enhancing Unsupervised Anomaly Detection With Score-Guided Network. - Zongyuan Huang; Baohua Zhang; Guoqiang Hu; Longyuan Li; Yanyan Xu 002; Yaohui Jin (IEEE Trans. Neural Networks Learn. Syst., 2024)

Human mobility prediction with causal and spatial-constrained multi-task network. - Zongyuan Huang; Shengyuan Xu; Menghan Wang; Hansi Wu; Yanyan Xu 002; Yaohui Jin (EPJ Data Sci., 2024)

Ualign: pushing the limit of template-free retrosynthesis prediction with unsupervised SMILES alignment. - Kaipeng Zeng; Bo Yang; Xin Zhao; Yu Zhang; Fan Nie; Xiaokang Yang 001; Yaohui Jin; Yanyan Xu 002 (J. Cheminformatics, 2024)

ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data. - Yu Zhang; Ruijie Yu; Jidong Tian; Feng Zhu 006; Jiapeng Liu; Xiaokang Yang 001; Yaohui Jin; Yanyan Xu 002 (ACL (1), 2025)

KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics. - Jindou Chen; Jidong Tian; Liang Wu; ChenXinWei; Xiaokang Yang 001; Yaohui Jin; Yanyan Xu 002 (ICLR, 2025)

Unified and Generalizable Reinforcement Learning for Facility Location Problems on Graphs. - Wenxuan Guo; Runzhong Wang; Yanyan Xu 002; Yaohui Jin (WWW, 2025)

DeepAir: deep learning and satellite imagery to estimate high-resolution PM2.5 at scale. - Wenxuan Guo; Zhaoping Hu; Ling Jin; Yanyan Xu 002; Marta C. González (Mach. Learn. Sci. Technol., 2025)

Where to Go Next Day: Multi-scale Spatial-Temporal Decoupled Model for Mid-term Human Mobility Prediction. - Zongyuan Huang; Weipeng Wang; Shaoyu Huang; Marta C. González; Yaohui Jin; Yanyan Xu 002 (CoRR, 2025)