Haitao Yuan

Orcid: 0000-0001-6721-065X

Affiliations:

Nanyang Technological University, School of Computer Science and Engineering, Singapore
Tsinghua University, Beijing, China (PhD 2021)

According to our database¹, Haitao Yuan authored at least 43 papers between 2017 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

TagRec: Temporal-Aware Graph Contrastive Learning With Theoretical Augmentation for Sequential Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2025

A Collaborative Cloud-Edge Approach for Robust Edge Workload Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., April, 2025

RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, February, 2025

MAST: Towards Efficient Analytical Query Processing on Point Cloud Data.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, February, 2025

RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, February, 2025

SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

ELAKT: Enhancing Locality for Attentive Knowledge Tracing.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., July, 2024

OD-Prophet: Toward Efficiently Predicting Individual Origin-Destination Travel Demand in Location-Based Services.

[BibT_eX]

[DOI]

IEEE Internet Things J., July, 2024

F$^{3}$3VeTrac: Enabling Fine-Grained, Fully-Road-Covered, and Fully-Individual- Penetrative Vehicle Trajectory Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., May, 2024

Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network.

[BibT_eX]

[DOI]

Haitao Yuan

Gao Cong

Guoliang Li

Proc. VLDB Endow., March, 2024

LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2024

CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

STMGF: An Effective Spatial-Temporal Multi-granularity Framework for Traffic Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2024

LAMRec: Label-aware Multi-view Drug Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

IPM: Information Lossless Pre-training Strategy for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2023

$\mathtt {AutoView}$: An Autonomous Materialized View Management System With Encoder-Reducer.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Towards Practical Few-shot Federated NLP.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

An Effective Deep Learning Model for Route Travel Time Estimation on A Road Network.

[BibT_eX]

[DOI]

Haitao Yuan

Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

2022

A Deep Generative Model for Trajectory Modeling and Utilization.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity.

[BibT_eX]

[DOI]

Haitao Yuan

Guoliang Li

Zhifeng Bao

Proc. VLDB Endow., 2022

AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts.

[BibT_eX]

[DOI]

CoRR, 2022

Is it fair? Resource allocation for differentiated services on demands.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2022

Effective Few-Shot Named Entity Linking by Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps.

[BibT_eX]

[DOI]

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

Clinical Phenotyping Prediction via Auxiliary Task Selection and Adaptive Shared-Space Correction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2021

A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation.

[BibT_eX]

[DOI]

Haitao Yuan

Guoliang Li

Data Sci. Eng., 2021

An Autonomous Materialized View Management System with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

An Effective Joint Prediction Model for Travel Demands and Traffic Flows.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Automatic View Generation with Deep Learning and Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis Inference.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

2019

Towards Automatic Mathematical Exercise Solving.

[BibT_eX]

[DOI]

Data Sci. Eng., 2019

Ratel: Interactive Analytics for Large Scale Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Distributed In-memory Trajectory Similarity Search and Join on Road Network.

[BibT_eX]

[DOI]

Haitao Yuan

Guoliang Li

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

2018

CDB: A Crowd-Powered Database System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

2017

CDB: Optimizing Queries with Crowd-Based Selections and Joins.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Haitao Yuan

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...