Submitted Papers

* denotes equal contribution, † denotes corresponding author

• Seungyeol Ryu, Geonwoo Kim, and Jaeyeon Jang†, An adaptive contrastive learning based robust surface defect detection model for noisy datasets, Submitted to Soft Computing.
• Seungyeol Ryu, Jungwon Seo, and Jaeyeon Jang†, Temporal gating networks for vertical federation of industrial time-series across heterogeneous machines, Submitted to IEEE Internet of Things Journal.
• Jongkwan Choi, Jaeyeon Jang, Jeonghwan Kim, and Chang Ouk Kim†, Self-tuning action masking with adaptive reliability threshold (SMART) for reinforcement learning-based semiconductor cluster tool scheduling, Submitted to Computers & Industrial Engineering.
• Jungwon Seo, Ferhat Ozgur Catak, Chunming Rong, and Jaeyeon Jang†, Federated inference: Toward privacy-preserving collaborative and incentivized model serving, Submitted to Knowledge-Based Systems.
• Jaeyeon Jang† and Diego Klabjan, Fed-DREAM: Bridging fragmented views in hybrid federated learning via relational learning, Submitted to the Conference on Neural Information Processing Systems (NeurIPS).
• Hyeoni Kim*, Chaewon Yun*, and Jaeyeon Jang†, Online cross-task knowledge distillation with a task-adaptive teacher for low-resource tasks, Submitted to Expert Systems with Applications.
• Chaewon Yun*, Jiho Mun*, and Jaeyeon Jang†, Multimodal prototype-energy learning for few-shot open-set recognition in zero-day attack detection, Submitted to Journal of Network and Computer Applications.