Si-Dong Roh

12 papers B 1C 2Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cosmos: A CXL-Based Full In-Memory System for Approximate Nearest Neighbor Search.
IEEE Comput. Archit. Lett.
Seoyoung Ko, Hyunjeong Shim, Wanju Doh, Sungmin Yun, Jinin So, Yongsuk Kwon, Sang-Soo Park, Si-Dong Roh, Minyong Yoon, Taeksang Song, Jung Ho Ahn
2025 J jnl
Cosmos: A CXL-Based Full In-Memory System for Approximate Nearest Neighbor Search.
CoRR
Seoyoung Ko, Hyunjeong Shim, Wanju Doh, Sungmin Yun, Jinin So, Yongsuk Kwon, Sang-Soo Park, Si-Dong Roh, Minyong Yoon, Taeksang Song, Jung Ho Ahn
2025 B conf
Scalable Processing-Near-Memory for 1M-Token LLM Inference: CXL-Enabled KV-Cache Management Beyond GPU Limits.
PACT
Dowon Kim, Minjae Lee, Janghyeon Kim, Hyucksung Kwon, Hyeonggyu Jeong, Sang-Soo Park, Minyong Yoon, Si-Dong Roh, Yongsuk Kwon, Jinin So, Jungwook Choi
2025 J jnl
Scalable Processing-Near-Memory for 1M-Token LLM Inference: CXL-Enabled KV-Cache Management Beyond GPU Limits.
CoRR
Dowon Kim, Minjae Lee, Janghyeon Kim, Hyucksung Kwon, Hyeonggyu Jeong, Sang-Soo Park, Minyong Yoon, Si-Dong Roh, Yongsuk Kwon, Jinin So, Jungwook Choi
2023 — conf
An Efficient Noisy Label Learning Method with Semi-supervised Learning: An Efficient Noisy Label Learning Method with Semi-supervised Learning.
ICMVA
Jihee Kim, Sangki Park, Si-Dong Roh, Ki-Seok Chung
2023 J jnl
DiffusionVID: Denoising Object Boxes With Spatio-Temporal Conditioning for Video Object Detection.
IEEE Access
Si-Dong Roh, Ki-Seok Chung
2023 C conf
Token Merging with Class Importance Score.
IECON
Kwang-Soo Seol, Si-Dong Roh, Ki-Seok Chung
2023 — conf
iNLC: Iterative Noisy Label Correction.
SITIS
Seungyeon Koo, Sangki Park, Si-Dong Roh, Ki-Seok Chung
2022 J jnl
DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection.
IEEE Access
Si-Dong Roh, Ki-Seok Chung
2021 — conf
FlowNetU: Accurate Uncertainty Estimation of Optical Flow for Video Object Detection.
AIPR
Jun-Gu Kang, Si-Dong Roh, Ki-Seok Chung
2021 — conf
Robustness-Aware Filter Pruning for Robust Neural Networks Against Adversarial Attacks.
MLSP
Hyuntak Lim, Si-Dong Roh, Sangki Park, Ki-Seok Chung
2020 C conf
Direct Conversion: Accelerating Convolutional Neural Networks Utilizing Sparse Input Activation.
IECON
Won-Hyuk Lee, Si-Dong Roh, Sangki Park, Ki-Seok Chung