Hernan Lira

Hernan Lira

KAIST

H-index: 6

Asia-South Korea

About Hernan Lira

Hernan Lira, With an exceptional h-index of 6 and a recent h-index of 5 (since 2020), a distinguished researcher at KAIST, specializes in the field of Deep Learning, Efficient ML, Reinforcement learning, Agents.

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

Reinforcement-learning robotic sailboats: simulator and preliminary results

Enhancing Writing Skills of Chilean Adolescents: Assisted Story Creation with LLMs

A Graph Neural Network with Spatio-temporal Attention for Multi-sources Time Series Data: An application to Frost Forecast

Searching for changing-state AGNs in massive datasets--I: applying deep learning and anomaly detection techniques to find AGNs with anomalous variability behaviours

Frost forecasting model using graph neural networks with spatio-temporal attention

Simultaneous feature selection and heterogeneity control for SVM classification: An application to mental workload assessment

A Human-centric and Environment-aware Testing Framework for Providing Safe and Reliable Cyber-Physical System Services

Prediction of cognitive bugs in mobile computing environments by using a neural network-based path processing model

Hernan Lira Information

University

Position

Research Assistant

Citations(all)

194

Citations(since 2020)

186

Cited By

56

hIndex(all)

6

hIndex(since 2020)

5

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Hernan Lira Skills & Research Interests

Deep Learning

Efficient ML

Reinforcement learning

Agents

Top articles of Hernan Lira

Reinforcement-learning robotic sailboats: simulator and preliminary results

arXiv preprint arXiv:2402.03337

2024/1/16

Enhancing Writing Skills of Chilean Adolescents: Assisted Story Creation with LLMs

2023/12

Hernan Lira
Hernan Lira

H-Index: 3

A Graph Neural Network with Spatio-temporal Attention for Multi-sources Time Series Data: An application to Frost Forecast

Sensors

2022/2/15

Hernan Lira
Hernan Lira

H-Index: 3

Searching for changing-state AGNs in massive datasets--I: applying deep learning and anomaly detection techniques to find AGNs with anomalous variability behaviours

arXiv preprint arXiv:2106.07660

2021/6/14

Frost forecasting model using graph neural networks with spatio-temporal attention

2021/5/7

Hernan Lira
Hernan Lira

H-Index: 3

Simultaneous feature selection and heterogeneity control for SVM classification: An application to mental workload assessment

Expert Systems with Applications

2020/4/1

A Human-centric and Environment-aware Testing Framework for Providing Safe and Reliable Cyber-Physical System Services

Journal of Web Engineering

2020/3

Prediction of cognitive bugs in mobile computing environments by using a neural network-based path processing model

2020

Hernan Lira
Hernan Lira

H-Index: 3

See List of Professors in Hernan Lira University(KAIST)

Co-Authors

academic-engine