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Seunghyun Moon

konkuk university

9H-index
29Paper Count
286Citation Count
Published Papers 8
Publication Date
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PredLM: A Sparse Large Language Model Decoding Accelerator With Hardware-Efficient Zero-Activation Prediction
errieee transactions on circuits and systems ii: express briefs
IF0
err2026-05-05
err0
PREAI
errSeunghyun Moon; Seowon Ji; Sangwoo Hong; Eunji Kwon
errShare
errSave
DeltaTrack: Flow-Driven Multiple Object Tracking Accelerator With Variable LSB Approximation for Real-Time and Energy-Efficient Video Analytics
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2025-12-01
err0
PREAI
errMoon, Seunghyun; Kwon, Eunji
errShare
errSave
Toward Trustworthy On-Device AI: A Quantization-Robust Parameterized Hybrid Neural Filtering Framework
errMATHEMATICS
IF2.2
err2025-10-29
err0
PREAI
errHong, Sangwoo; Kim, Seung-Wook; Moon, Seunghyun; Ji, Seowon
errShare
errSave
Achieving Distributional Robustness with Group-Wise Flat Minima
errMATHEMATICS
IF2.2
err2025-10-20
err0
PREAI
errJi, Seowon; Moon, Seunghyun; Shin, Jiyoon; Hong, Sangwoo
errShare
errSave
T-REX: Hardware–Software Co-Optimized Transformer Accelerator With Reduced External Memory Access and Enhanced Hardware Utilization
errIEEE Journal of Solid-State Circuits
IF5.6
err2025-09-03
err0
PREAI
errSeunghyun Moon; Mao Li; Gregory K. Chen; Phil C. Knag; Ram K. Krishnamurthy; Mingoo Seok
errShare
errSave
Bottleneck-Stationary Compact Model Accelerator With Reduced Requirement on Memory Bandwidth for Edge Applications
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2023-02-01
err1
PREAI
errMun, Han-Gyeol; Moon, Seunghyun; Kim, Byungjun; Lee, Kyeong-Jun; Sim, Jae-Yoon
errShare
errSave
A 384G Output NonZeros/J Graph Convolutional Neural Network Accelerator
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2022-10-01
err1
PREAI
errLee, Kyeong-Jun; Moon, Seunghyun; Sim, Jae-Yoon
errShare
errSave
An 8.9-71.3 TOPS/W Deep Learning Accelerator for Arbitrarily Quantized Neural Networks
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2022-10-01
err3
PREAI
errMoon, Seunghyun; Lee, Kyeong-Jun; Mun, Han-Gyeol; Kim, Byungjun; Sim, Jae-Yoon
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Ram Krishnamurthy
H-index: 38 · Papers: 216
M
Mingoo Seok
H-index: 37 · Papers: 239
J
Jae‐Yoon Sim
H-index: 32 · Papers: 270
G
Gregory K. Chen
H-index: 14 · Papers: 27
P
Phil Knag
H-index: 13 · Papers: 35
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