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portfolio
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publications
Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication
Published in ICML, 2021
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Taehyun Cho, Jungwoo Lee
Straggler-Exploiting Fully Private Distributed Matrix Multiplication With Chebyshev Polynomials
Published in IEEE Transactions on Communications, 2023
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Jungwoo Lee
Meta-ensemble learning with a multi-headed model for few-shot problems
Published in ICT Express, 2023
Seokhyeon Ha, Youngseok Yoon, Jungwoo Lee
GBMix: Enhancing Fairness by Group-Balanced Mixup
Published in IEEE Access, 2024
Sangwoo Hong, Youngseok Yoon, Hyungjun Joo, Jungwoo Lee
Group-Wise Verifiable Coded Computing Under Byzantine Attacks and Stragglers
Published in IEEE Transactions on Information Forensics and Security, 2024
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Jungwoo Lee
Model Collapse in the Self-Consuming Chain of Diffusion Finetuning: A Novel Perspective from Quantitative Trait Modeling
Published in arXiv, 2024
Youngseok Yoon, Dainong Hu, Iain Weissburg, Yao Qin, Haewon Jeong
Mix from Failure: Confusion-Pairing Mixup for Long-Tailed Recognition
Published in arXiv, 2024
Youngseok Yoon, Sangwoo Hong, Hyungjoon Joo, Yao Qin, Haewon Jeong, Jungwoo Lee
Prototype-based Explanation for Semantic Gap Reduction with Distributional Embedding
Published in IEEE Access, 2025
Hyungjoon Joo, Sangwoo Hong, Hyeonggeun Han, Youngseok Yoon, Jungwoo Lee
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching Assistant, ECE, SNU
Undergraduate course, Electrical and Computer Engineering, Seoul National University, 2021
Introduction to Deep Learning by Prof. Jungwoo Lee.
Teaching Assistant, ECE 180, UCSB
Undergraduate course, Electrical and Computer Engineering, UC Santa Barbara, 2024
Introduction to Deep Learning by Prof. Yao Qin.
Teaching Assistant, ECE 180, UCSB
Undergraduate course, Electrical and Computer Engineering, UC Santa Barbara, 2025
Introduction to Deep Learning by Prof. Yao Qin.