Xiucheng Li

According to our database1, Xiucheng Li authored at least 19 papers between 2014 and 2024.

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Bibliography

2024
Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics.
CoRR, 2024

2023
Multivariate Time-series Imputation with Disentangled Temporal Representations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
PGeoTopic: A Distributed Solution for Mining Geographical Topic Models.
IEEE Trans. Knowl. Data Eng., 2022

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting.
IEEE Trans. Knowl. Data Eng., 2022

2021
Similar Trajectory Search with Spatio-Temporal Deep Representation Learning.
ACM Trans. Intell. Syst. Technol., 2021

Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks.
Proc. VLDB Endow., 2021

Sinkhorn Collaborative Filtering.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Spatial Transition Learning on Road Networks with Deep Probabilistic Models.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019
Differentiable generative models for trajectory data analytics
PhD thesis, 2019

Learning Travel Time Distributions with Deep Generative Model.
Proceedings of the World Wide Web Conference, 2019

2018
Deep Representation Learning for Trajectory Similarity Computation.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Inf2vec: Latent Representation Model for Social Influence Embedding.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Discovering Pollution Sources and Propagation Patterns in Urban Area.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016
Finding Dynamic Co-evolving Zones in Spatial-Temporal Time Series Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015
QiLoc: A Qi wireless charging based system for robust user-initiated indoor location services.
Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015

2014
QiLoc - a Qi-wireless based platform for robust user-initiated indoor location services: demo abstract.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

AirCloud: a cloud-based air-quality monitoring system for everyone.
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

Fine-Grained Air Quality Monitoring Based on Gaussian Process Regression.
Proceedings of the Neural Information Processing - 21st International Conference, 2014


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