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Author

Beomseok Kwon

Observed name: Kwon, Beomseok
ORCID: 0000-0002-3531-745X
Observed ORCID: 0000-0002-3531-745X
OpenAlex ID: A5025789027
20.7 NeuGPU: A 18.5mJ/Iter Neural-Graphics Processing Unit for Instant-Modeling and Real-Time Rendering with Segmented-Hashing Architecture
2024 · Junha Ryu, Hankyul Kwon, et al. · Digest of technical papers/Digest of technical papers - IEEE International Solid-State Circuits Conference · 30
LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models
2022 · Park, Gunho, Park, Baeseong, et al. · arXiv (Cornell University) · 27
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A 709.3 TOPS/W Event-Driven Smart Vision SoC with High-Linearity and Reconfigurable MRAM PIM
2023 · Wenao Xie, Haoyang Sang, et al. · IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) · 17
NeuGPU: An Energy-Efficient Neural Graphics Processing Unit for Instant Modeling and Real-Time Rendering on Mobile Devices
2024 · Junha Ryu, Hankyul Kwon, et al. · IEEE Journal of Solid-State Circuits · 8
23.7 BROCA: A 52.4-to-559.2mW Mobile Social Agent System-on-Chip with Adaptive Bit-Truncate Unit and Acoustic-Cluster Bit Grouping
2025 · Wooyoung Jo, Seongyon Hong, et al. · Digest of technical papers/Digest of technical papers - IEEE International Solid-State Circuits Conference · 7
ED-MPIM: An Energy-Efficient Event-Driven Smart Vision SoC With High-Linearity and Reconfigurable MRAM PIM
2024 · Wenao Xie, Haoyang Sang, et al. · IEEE Journal of Solid-State Circuits · 6
A 28.6 mJ/iter Stable Diffusion Processor for Text-to-Image Generation with Patch Similarity-based Sparsity Augmentation and Text-based Mixed-Precision
2024 · Jiwon Choi, Wooyoung Jo, et al. · IEEE International Symposium on Circuits and Systems proceedings · 5
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No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization
2024 · Yang, June Yong, Kim, Byeongwook, et al. · arXiv (Cornell University) · 3
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Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models
2023 · Heo, Jung Hwan, Kim, Jeonghoon, et al. · arXiv (Cornell University) · 3
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Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models
2025 · Seungcheol Park, Jeongin Bae, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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Uniform-Precision Neural Network Quantization via Neural Channel Expansion
2021 · Seongmin Park, Beomseok Kwon, et al. · 1
AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs
2025 · Park, Gunho, Bae, Jeongin, et al. · arXiv (Cornell University)
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BROCA: A Low-power and Low-latency Conversational Agent RISC-V System-on-Chip for Voice-interactive Mobile Devices
2025 · Wooyoung Jo, Seongyon Hong, et al. · IEEE Hot Chips Symposium
Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models
2025 · Park, Seungcheol, Bae, Jeongin, et al. · arXiv (Cornell University)
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NeuGPU: A Neural Graphics Processing Unit for Instant Modeling and Real-Time Rendering on Mobile AR/VR Devices
2024 · Junha Ryu, Hankyul Kwon, et al. · IEEE Hot Chips Symposium
A Low-Power Neural Graphics System for Instant 3D Modeling and Real-Time Rendering on Mobile AR/VR Devices
2024 · Junha Ryu, Hankyul Kwon, et al. · IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS)
A 92 fps and 2.56 mJ/Frame Computing-In-Memory-Based Human Pose Estimation Accelerator With Resource-Efficient Macro for Mobile Devices
2023 · Beomseok Kwon, Zhiyong Li, et al. · IEEE Transactions on Circuits & Systems II Express Briefs
Automatic Network Adaptation for Ultra-Low Uniform-Precision Quantization
2022 · Park, Seongmin, Kwon, Beomseok, et al. · arXiv (Cornell University)
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Works count: 19
Citation count: 108
H-index: 6
I10-index: 3
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