Jingyun Jia

According to our database, Jingyun Jia authored at least 8 papers between 2020 and 2026.

Collaborative distances:

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

2026

Selecting Feature Interactions for Generalized Additive Models by Distilling Foundation Models.

Jingyun Jia, Chandan Singh, Rich Caruana, Benjamin J. Lengerich

CoRR, April, 2026

Structured Prompt Optimization for Few-Shot Text Classification via Semantic Alignment in Latent Space.

Jiasen Zheng, Zijun Zhou, Huajun Zhang, Junjiang Lin, Jingyun Jia, Qi Wang

Proceedings of the 2026 International Conference on Communication Networks and Machine Learning (CNML), Chongqing, China, January 30, 2026

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