Jihoon Shin

According to our database, Jihoon Shin authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Evaluating Generalization Mechanisms in Autonomous Cyber Attack Agents.

Ondrej Lukás, Jihoon Shin, Emilia Rivas, Diego Forni, Maria Rigaki, Carlos Adrián Catania, Aritran Piplai, Christopher Kiekintveld, Sebastián García

CoRR, March, 2026

Development of a self-supervised deep learning framework for chlorophyll-a retrieval in data-scarce inland waters.

Bongseok Jeong, Jihoon Shin, YoonKyung Cha

Environ. Model. Softw., 2026

Explainable machine learning for diagnosing ecological impairment in streams using reach-scale biological and environmental data.

Taeseung Park, Se-Rin Park, Jihoon Shin, Hyunji Kim, Kyung-A You, Sang-Woo Lee, YoonKyung Cha

Ecol. Informatics, 2026

2025

Generalizable deep learning forecasting of harmful algal blooms using transfer learning across river systems.

Jaegwan Park, Taeseung Park, Dogeon Lee, Jihoon Shin, Kyunghyun Kim, Jonggyu Jung, Hongtae Kim, YoonKyung Cha

Ecol. Informatics, 2025

How Do Researchers Conduct Scientific Collaboration across Universities?

Sou Hwan Kang, Jihoon Shin, Jinwook Choi

Proceedings of the 58th Hawaii International Conference on System Sciences, 2025

2024

Generalizability evaluations of heterogeneous ensembles for river health predictions.

Taeseung Park, Jihoon Shin, Baekyung Park, Jeongsuk Moon, YoonKyung Cha

Ecol. Informatics, 2024

The importance of collaboration in the knowledge-intensive business services: The efficiency analysis of the industry using a meta-frontier approach.

Jihoon Shin, Hongbum Kim, Miguel Amaral

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Towards Building Generalizable Models for Malware Detection.

Jihoon Shin, Emilia Rivas, Daniel Lucio, Aritran Piplai, Lavanya Elluri

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Changes in zooplankton community in response to a shift from lentic to lotic conditions in a regulated river.

Taeseung Park, Gunhyeong Lee, Jihoon Shin, Jong-hwan Park, Byungwoong Choi, Dong-Kyun Kim, YoonKyung Cha

Ecol. Informatics, November, 2023

2021

A Resource-Efficient Inference Accelerator for Binary Convolutional Neural Networks.

Tae-Hwan Kim, Jihoon Shin

IEEE Trans. Circuits Syst. II Express Briefs, 2021

Effects of class imbalance on resampling and ensemble learning for improved prediction of cyanobacteria blooms.

Jihoon Shin, Seonghyeon Yoon, YoungWoo Kim, Taeho Kim, ByeongGeon Go, YoonKyung Cha

Ecol. Informatics, 2021