Huan Yan

Orcid: 0000-0001-9626-5676

Affiliations:

Tsinghua University, Beijing, China

According to our database¹, Huan Yan authored at least 34 papers between 2015 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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PhD thesis

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Bibliography

2025

Generative AI for Intelligent Transportation Systems: Road Transportation Perspective.

[BibT_eX]

[DOI]

Huan Yan

Yong Li

ACM Comput. Surv., December, 2025

MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

2024

RCCNet: A Spatial-Temporal Neural Network Model for Logistics Delivery Timely Rate Prediction.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., December, 2024

Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data.

[BibT_eX]

[DOI]

ACM Comput. Surv., December, 2024

Congestion-aware Spatio-Temporal Graph Convolutional Network-based A* Search Algorithm for Fastest Route Search.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, August, 2024

Learning to Estimate Package Delivery Time in Mixed Imbalanced Delivery and Pickup Logistics Services.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023

Discovering Causes of Traffic Congestion via Deep Transfer Clustering.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., October, 2023

Dual Graph Convolution Architecture Search for Travel Time Estimation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., August, 2023

Reinforcement Learning for Practical Express Systems with Mixed Deliveries and Pickups.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, April, 2023

Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, January, 2023

Contagion Process Guided Cross-scale Spatio-Temporal Graph Neural Network for Traffic Congestion Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Periodic Shift and Event-aware Spatio-Temporal Graph Convolutional Network for Traffic Congestion Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

An AI-based Simulation and Optimization Framework for Logistic Systems.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

DeepSTA: A Spatial-Temporal Attention Network for Logistics Delivery Timely Rate Prediction in Anomaly Conditions.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention Network.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Automated Spatio-Temporal Synchronous Modeling with Multiple Graphs for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Discovering Usage Patterns of Mobile Video Service in the Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

On Migratory Behavior in Video Consumption.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

Multi-Site User Behavior Modeling and Its Application in Video Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Discovering and Understanding Geographical Video Viewing Patterns in Urban Neighborhoods.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2021

Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution.

[BibT_eX]

[DOI]

CoRR, 2021

2019

DeepAPF: Deep Attentive Probabilistic Factorization for Multi-site Video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Temporal-Spatial Mobile Application Usage Understanding and Popularity Prediction for Edge Caching.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2018

Spatial Popularity and Similarity of Watching Videos in Large-Scale Urban Environment.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2018

On the Understanding of Video Streaming Viewing Behaviors Across Different Content Providers.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2018

Cache Behavior Characterization and Validation Over Large-Scale Video Data.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Profiling users by online shopping behaviors.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Software-Defined WAN via Open APIs.

[BibT_eX]

[DOI]

IEEE Access, 2018

2017

Multi-site User Behavior Modeling and Its Application in Video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

A First Look at User Switching Behaviors Over Multiple Video Content Providers.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Characterizing the Usage of Mobile Video Service in Cellular Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

On Migratory Behavior in Video Consumption.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Spatial Popularity and Similarity of Watching Videos in a Large City.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

WAN as a service for cloud via software-defined network and open APIs.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Huan Yan

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