Long Vu

Long Vu

University of Illinois at Urbana-Champaign

H-index: 20

North America-United States

About Long Vu

Long Vu, With an exceptional h-index of 20 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Computer Network, Distributed System, Multimedia Systems, Mobile Networking.

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

Automated time series forecasting pipeline generation

Adaptive Primal-Dual Method for Safe Reinforcement Learning

Automated unsupervised machine learning utilizing meta-learning

AutoDOViz: Human-Centered Automation for Decision Optimization

Automated AI For Decision Optimization with Reinforcement Learning

Distributed resource-aware training of machine learning pipelines

Unleashing the Potential of Data Lakes with Semantic Enrichment Using Foundation Models

Automated lookback window searching

Long Vu Information

University

Position

___

Citations(all)

1343

Citations(since 2020)

371

Cited By

1167

hIndex(all)

20

hIndex(since 2020)

11

i10Index(all)

25

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Long Vu Skills & Research Interests

Computer Network

Distributed System

Multimedia Systems

Mobile Networking

Top articles of Long Vu

Automated time series forecasting pipeline generation

2022/10/13

Adaptive Primal-Dual Method for Safe Reinforcement Learning

arXiv preprint arXiv:2402.00355

2024/2/1

Automated unsupervised machine learning utilizing meta-learning

2024/1/9

AutoDOViz: Human-Centered Automation for Decision Optimization

2023/3/27

Automated AI For Decision Optimization with Reinforcement Learning

2023/2/7

Distributed resource-aware training of machine learning pipelines

2023/11/28

Unleashing the Potential of Data Lakes with Semantic Enrichment Using Foundation Models

Proceedings of the ISWC

2023/11/6

Automated lookback window searching

2023/10/26

Integrated machine learning prediction and optimization for decision-making

2023/10/5

Prediction and operational efficiency for system-wide optimization of an industrial processing system

2023/9/21

Multi-agent reinforcement learning pipeline ensemble

2023/7/27

Visualization of a model selection process in an automated model selection system

2023/6/27

Metalearner for unsupervised automated machine learning

2023/6/8

Automated machine learning pipeline generation

2023/4/4

Automated Decision Optimization with Reinforcement Learning

2022

Radu Marinescu
Radu Marinescu

H-Index: 13

Long Vu
Long Vu

H-Index: 13

Machine learning with automated environment generation

2022/11/10

Pipeline ranking with model-based dynamic data allocation

2022/10/27

An End-to-end Automated AI System for Reinforcement Learning

2022/10/16

Automated time series forecasting pipeline ranking

2022/8/18

Unsupervised feature learning for relational data

2022/8/16

See List of Professors in Long Vu University(University of Illinois at Urbana-Champaign)