Embedded Files
Beyond Prompts: Preserving Semantics in Diffusion-based Communication
Wonjung Kim, Nakyung Lee, Sangwoo Hong, Jungwoo Lee
The Thirty-ninth Annual Conference on Neural Information Processing Systems Workshop (AI4NextG), 2025.
Adjusting Initial Noise to Mitigate Memorization in Text-to-Image Diffusion Models
Hyeonggeun Han*, Sehwan Kim*, Hyungjun Joo, Sangwoo Hong, Jungwoo Lee
The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025.
Mix from Failure: Confusion-Pairing Mixup for Long-Tailed Recognition
Youngseok Yoon, Sangwoo Hong, Hyungjoon Joo, Yao Qin, Haewon Jeong, Jungwoo Lee
Arxiv, 2025.
Prototype-based Explanation for Semantic Gap Reduction with Distributional Embedding
Hyungjun Joo, Sangwoo Hong, Hyeonggeun Han, Youngseok Yoon, Jungwoo Lee
IEEE Access, 2025.
Constructing Fair Latent Space for Intersection of Fairness and Explainability
Hyungjun Joo, Hyeonggeun Han, Sehwan Kim, Sangwoo Hong, Jungwoo Lee
39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024.
Mitigating Spurious Correlations via Disagreement Probability
Hyeonggeun Han, Sehwan Kim, Hyungjun Joo, Sangwoo Hong, Jungwoo Lee
The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
Nerflex: Flexible neural radiance fields with diffeomorphic deformation
Jiyoon Shin, Sangwoo Hong, Jungwoo Lee
IEEE Access, 2024.
Learning Dual Hierarchical Representation for 3D Surface Reconstruction
Jiyoon Shin, Youngwook Kim, Sangwoo Hong, Jungwoo Lee
Proceedings of the Asian Conference on Computer Vision (ACCV), 2024.
Group‑wise Verifiable Coded Computing under Byzantine Attacks and Stragglers
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Jungwoo Lee
IEEE Transactions on Information Forensics and Security, 2024.
Gbmix: Enhancing fairness by group-balanced mixup
Sangwoo Hong, Youngseok Yoon, Hyungjun Joo, Jungwoo Lee
IEEE Access, 2024.
Straggler‑Exploiting Fully Private Distributed Matrix Multiplication With Chebyshev Polynomials
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Jungwoo Lee
IEEE Transactions on Communications, 2023.
Hierarchical Group Testing for Byzantine Attack Identification in Distributed Matrix Multiplication
Sangwoo Hong, Heecheol Yang, Jungwoo Lee
IEEE Journal on Selected Areas in Communications, 2022.
Securely Straggler-Exploiting Coded Computation for Distributed Matrix Multiplication
Heecheol Yang, Sangwoo Hong, Jungwoo Lee
IEEE ACCESS, 2021.
Chebyshev Polynomial Codes: Task Entanglement‑based Coding for Distributed Matrix Multiplication
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Taehyun Cho, Jungwoo Lee
International Conference on Machine Learning (ICML), 2021.
Sangwoo Hong, Heecheol Yang, Jungwoo Lee
IEEE ACCESS, 2020.
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