Jingyun Jia

According to our database, Jingyun Jia authored at least 6 papers between 2020 and 2023.

Collaborative distances:

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

2023

Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition.

Jingyun Jia, Philip K. Chan

Proceedings of the International Joint Conference on Neural Networks, 2023

GII: A Unified Approach to Representation Learning in Open Set Recognition with Novel Category Discovery.

Jingyun Jia, Philip K. Chan

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

2022

Representation Learning with Function Call Graph Transformations for Malware Open Set Recognition.

Jingyun Jia, Philip K. Chan

Proceedings of the International Joint Conference on Neural Networks, 2022

Self-supervised Detransformation Autoencoder for Representation Learning in Open Set Recognition.

Jingyun Jia, Philip K. Chan

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021

MMF: A Loss Extension for Feature Learning in Open Set Recognition.

Jingyun Jia, Philip K. Chan

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Deep Learning and Open Set Malware Classification: A Survey.

Jingyun Jia

CoRR, 2020