Ji Joong Moon

According to our database, Ji Joong Moon authored at least 18 papers between 2004 and 2025.

Collaborative distances:

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

2025

On-device System of Compositional Multi-tasking in Large Language Models.

Ondrej Bohdal, Konstantinos Theodosiadis, Asterios Mpatziakas, Dimitris Filippidis, Iro Spyrou, Christos Zonios, Anastasios Drosou, Dimosthenis Ioannidis, Kyeng-Hun Lee, Jijoong Moon, Hyeonmok Ko, Mete Ozay, Umberto Michieli

CoRR, October, 2025

HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging.

Taha Ceritli, Ondrej Bohdal, Mete Ozay, Jijoong Moon, Kyeng-Hun Lee, Hyeonmok Ko, Umberto Michieli

CoRR, July, 2025

Efficient Compositional Multi-tasking for On-device Large Language Models.

Ondrej Bohdal, Mete Ozay, Jijoong Moon, Kyeng-Hun Lee, Hyeonmok Ko, Umberto Michieli

CoRR, July, 2025

Continual Error Correction on Low-Resource Devices.

Kirill Paramonov, Mete Ozay, Aristeidis Mystakidis, Nikolaos Tsalikidis, Dimitrios Sotos, Anastasios Drosou, Dimitrios Tzovaras, Hyunjun Kim, Kiseok Chang, Sangdok Mo, Namwoong Kim, Woojong Yoo, Ji Joong Moon, Umberto Michieli

Proceedings of the 16th ACM Multimedia Systems Conference, 2025

Controllable Forgetting Mechanism for Few-Shot Class-Incremental Learning.

Kirill Paramonov, Mete Ozay, Eunju Yang, Jijoong Moon, Umberto Michieli

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search.

Kirill Paramonov, Jia-Xing Zhong, Umberto Michieli, Jijoong Moon, Mete Ozay

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics.

Elena Camuffo, Umberto Michieli, Simone Milani, Jijoong Moon, Mete Ozay

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection.

Francesco Barbato, Umberto Michieli, Jijoong Moon, Pietro Zanuttigh, Mete Ozay

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

A New Frontier of AI: On-Device AI Training and Personalization.

Jijoong Moon, Hyeonseok Lee, Jiho Chu, Donghak Park, Seungbaek Hong, Hyungjun Seo, Donghyeon Jeong, Sungsik Kong, MyungJoo Ham

Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

Object-Conditioned Bag of Instances for Few-Shot Personalized Instance Recognition.

Umberto Michieli, Jijoong Moon, Daehyun Kim, Mete Ozay

Proceedings of the IEEE International Conference on Acoustics, 2024

FFT-Based Selection and Optimization of Statistics for Robust Recognition of Severely Corrupted Images.

Elena Camuffo, Umberto Michieli, Jijoong Moon, Daehyun Kim, Mete Ozay

Proceedings of the IEEE International Conference on Acoustics, 2024

Deep Neural Network Models Trained with a Fixed Random Classifier Transfer Better Across Domains.

Hafiz Tiomoko Ali, Umberto Michieli, Ji Joong Moon, Daehyun Kim, Mete Ozay

Proceedings of the IEEE International Conference on Acoustics, 2024

2022

NNTrainer: Light-Weight On-Device Training Framework.

Ji Joong Moon, Parichay Kapoor, Ji-Hoon Lee, MyungJoo Ham, Hyun Suk Lee

CoRR, 2022

2021

LightSys: Lightweight and Efficient CI System for Improving Integration Speed of Software.

Geunsik Lim, MyungJoo Ham, Ji Joong Moon, Wook Song

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2021

NNStreamer: Efficient and Agile Development of On-Device AI Systems.

MyungJoo Ham, Ji Joong Moon, Geunsik Lim, Jaeyun Jung, Hyoungjoo Ahn, Wook Song, Sangjung Woo, Parichay Kapoor, Dongju Chae, Gichan Jang, Yongjoo Ahn, Jihoon Lee

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2021

2019

NNStreamer: Stream Processing Paradigm for Neural Networks, Toward Efficient Development and Execution of On-Device AI Applications.

MyungJoo Ham, Ji Joong Moon, Geunsik Lim, Wook Song, Jaeyun Jung, Hyoungjoo Ahn, Sangjung Woo, Youngchul Cho, JinHyuck Park, Sewon Oh, Hong-Seok Kim

CoRR, 2019

TAOS-CI: Lightweight & Modular Continuous Integration System for Edge Computing.

Geunsik Lim, MyungJoo Ham, Ji Joong Moon, Wook Song, Sangjung Woo, Sewon Oh

Proceedings of the IEEE International Conference on Consumer Electronics, 2019

2004

Optimal Blade System Design of a New Concept VTOL Vehicle Using the Departmental Computing Grid System.

Jin Woo Park, Si Hyoung Park, In Seong Hwang, Ji Joong Moon, Youngha Yoon, Seung Jo Kim

Proceedings of the ACM/IEEE SC2004 Conference on High Performance Networking and Computing, 2004