SangHyun Byun

19 papers B 1Misc 2Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
3-Model Speculative Decoding.
CoRR
SangHyun Byun, Mohanad Odema, Jung Ick Guack, Baisub Lee, Jacob Song, Woo Seong Chung
2025 J jnl
A Unified Framework with Novel Metrics for Evaluating the Effectiveness of XAI Techniques in LLMs.
CoRR
Melkamu Abay Mersha, Mesay Gemeda Yigezu, Hassan Shakil, Ali Al shami, SangHyun Byun, Jugal Kalita
2025 J jnl
APCE: Adaptive Progressive Context Expansion for Long Context Processing.
CoRR
Baisub Lee, SangHyun Byun, Mohanad Odema, Jung Guack, Jacob Song, Woo Seong Chung
2025 Misc conf
Blockchain-Based Trust Management in Security Credential Management System for Vehicular Network.
ICIN
SangHyun Byun, Arijet Sarker, Sang-Yoon Chang, Jugal Kalita
2025 J jnl
Blockchain-based Trust Management in Security Credential Management System for Vehicular Network.
CoRR
SangHyun Byun, Arijet Sarker, Sang-Yoon Chang, Jugal Kalita
2025 — conf
CARVQ: Corrective Adaptor with Group Residual Vector Quantization for LLM Embedding Compression.
EMNLP (Findings)
Dayin Gou, SangHyun Byun, Nilesh Malpeddi, Gabrielle De Micheli, Prathamesh Vaste, Jacob Song, Woo Seong Chung
2025 J jnl
CARVQ: Corrective Adaptor with Group Residual Vector Quantization for LLM Embedding Compression.
CoRR
Dayin Gou, SangHyun Byun, Nilesh Malpeddi, Gabrielle De Micheli, Prathamesh Vaste, Jacob Song, Woo Seong Chung
2025 — conf
Channel-Wise 1D Convolutional U-Net.
IPTA
SangHyun Byun, Kayvan Shah, Ayushi Gang, Christopher Apton, Jacob Song, Woo Seong Chung
2025 J jnl
Single-pass Adaptive Image Tokenization for Minimum Program Search.
CoRR
Shivam Duggal, SangHyun Byun, William T. Freeman, Antonio Torralba, Phillip Isola
2025 J jnl
Unifying Vision-Language Latents for Zero-label Image Caption Enhancement.
CoRR
SangHyun Byun, Jung Ick Guack, Mohanad Odema, Baisub Lee, Jacob Song, Woo Seong Chung
2024 J jnl
Harnessing synthetic data for enhanced detection of Pine Wilt Disease: An image classification approach.
Comput. Electron. Agric.
Yonghoon Jung, SangHyun Byun, Bumsoo Kim, Sareer Ul Amin, Sanghyun Seo
2024 J jnl
Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application.
CoRR
Bumsoo Kim, SangHyun Byun, Yonghoon Jung, Wonseop Shin, Sareer Ul Amin, Sanghyun Seo
2024 J jnl
MultiDepth: Multi-Sample Priors for Refining Monocular Metric Depth Estimations in Indoor Scenes.
CoRR
SangHyun Byun, Jacob Song, Woo Seong Chung
2024 J jnl
OneNet: A Channel-Wise 1D Convolutional U-Net.
CoRR
SangHyun Byun, Kayvan Shah, Ayushi Gang, Christopher Apton, Jacob Song, Woo Seong Chung
2023 — conf
Privacy-Preserving Trust Management For Vehicular Communications and Federated Learning.
SVCC
SangHyun Byun, Arijet Sarker, Ken Lew, Jugal Kalita, Sang-Yoon Chang
2023 J jnl
Transfer Learning based Parameterized 3D Mesh Deformation with 2D Stylized Cartoon Character.
KSII Trans. Internet Inf. Syst.
SangHyun Byun, Bumsoo Kim, Wonseop Shin, Yonghoon Jung, Sanghyun Seo
2021 Misc conf
Blockchain-based root of trust management in security credential management system for vehicular communications.
SAC
Arijet Sarker, SangHyun Byun, Wenjun Fan, Sang-Yoon Chang
2020 B conf
Voting Credential Management System for Electronic Voting Privacy.
Networking
Arijet Sarker, SangHyun Byun, Wenjun Fan, Maria Psarakis, Sang-Yoon Chang
2019 — conf
Method of Optimal Caemra Path Estimation Based on Optical Flow for Video Stabilization.
ICEIC
Inhye Yoon, SangHyun Byun, Joonki Paik