Haitao Yuan

About Haitao Yuan

Haitao Yuan, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of big data, spatial-temporal data, database management, data mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

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

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

ELAKT: Enhancing Locality for Attentive Knowledge Tracing

GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy

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

F3VeTrac: Enabling Fine-grained, Fully-road-covered, and Fully-individual penetrative Vehicle Trajectory Recovery

Haitao Yuan Information

University

Position

Ph.D candidate at

Citations(all)

623

Citations(since 2020)

592

Cited By

103

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Google Scholar

Haitao Yuan Skills & Research Interests

big data

spatial-temporal data

database management

data mining

Top articles of Haitao Yuan

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

IEEE Internet of Things Journal

2024/4/22

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

arXiv preprint arXiv:2404.12872

2024/4/19

Haitao Yuan
Haitao Yuan

H-Index: 5

Gao Cong
Gao Cong

H-Index: 49

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

arXiv preprint arXiv:2404.05774

2024/4/8

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

arXiv preprint arXiv:2404.04271

2024/3/22

ELAKT: Enhancing Locality for Attentive Knowledge Tracing

ACM Transactions on Information Systems

2024

GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy

arXiv preprint arXiv:2312.09708

2023/12/15

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

Proceedings of the ACM on Management of Data

2023/12/12

F3VeTrac: Enabling Fine-grained, Fully-road-covered, and Fully-individual penetrative Vehicle Trajectory Recovery

IEEE Transactions on Mobile Computing

2023/8/4

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

2023/7/28

Haitao Yuan
Haitao Yuan

H-Index: 5

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

Proceedings of the VLDB Endowment

2023/7/1

ELASTIC: edge workload forecasting based on collaborative cloud-edge deep learning

2023/4/30

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

Proceedings of the VLDB Endowment

2022/11/1

Haitao Yuan
Haitao Yuan

H-Index: 5

Guoliang Li
Guoliang Li

H-Index: 15

A deep generative model for trajectory modeling and utilization

Proceedings of the VLDB Endowment

2022/12/1

Dueta: Traffic congestion propagation pattern modeling via efficient graph learning for eta prediction at baidu maps

2022/10/17

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

2022/8/27

Is it fair? Resource allocation for differentiated services on demands

2022/7/10

Effective few-shot named entity linking by meta-learning

2022/5/9

AutoView: An Autonomous Materialized View Management System with Encoder-Reducer

IEEE Transactions on Knowledge and Data Engineering

2022/3/29

Aug-fedprompt: Practical few-shot federated nlp with data-augmented prompts

arXiv preprint arXiv:2212.00192

2022

An autonomous materialized view management system with deep reinforcement learning

2021/4/19

See List of Professors in Haitao Yuan University(Tsinghua University)

Co-Authors

academic-engine