Taeheon Kim

I'm a 1st-year MS. student in Electronics and Computer Engineering at Machine Perception and Reasoning Lab. at Seoul National University advised by Prof. Jonghyun Choi. My research focus is on continual learning, federated learning, model safety, and machine unlearning.

I received B.S. from Yonsei University in Computer Science under the supervision of Prof. Jonghyun Choi.

Publications

	Representation Bending for Large Language Model Safety Ashkan Yousefpour, Taeheon Kim, Ryan S. Kwon, Seungbeen Lee, Wonje Jeung, Seungju Han, Alvin Wan, Harrison Ngan, Youngjae Yu, Jonghyun Choi, ACL 2025 Main (to appear) [pdf] [bibtex] [code]
	HEFT: Multi-modal Personalized Federated Continual Learning for Heterogeneous Clients Minhyuk Seo, Taeheon Kim, Hankook Lee, Jonghyun Choi, Tinne Tuytelaars CVPRW 2025 @ MMFM (Work in Progress)
	An Information Theoretic Metric for Evaluating Unlearning Models Dongjae Jeon, Wonje Jeung, Taeheon Kim, Albert No, Jonghyun Choi arXiv [pdf] [bibtex]

Awards

This template is from Jon Barron.