Yulhwa Kim
Scholar

Yulhwa Kim

Google Scholar ID: VRkM404AAAAJ
Sungkyunkwan University
Neural NetworkDeep LearningMachine LearningHardware AcceleratorNext Generation Memory
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Citations & Impact
All-time
Citations
739
 
H-index
14
 
i10-index
20
 
Publications
20
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
6 items
Leveraging KV Similarity for Online Structured Pruning in LLMs
2025
Cited
0
QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models
2025
Cited
0
Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning
2025
Cited
0
Column-wise Quantization of Weights and Partial Sums for Accurate and Efficient Compute-In-Memory Accelerators
2025
Cited
0
FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation
2025
Cited
0
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models
2024
Cited
5
Resume (English only)
Co-authors
7 total
Jae-Joon Kim
Jae-Joon Kim
Professor, Department of Electrical and Computer Engineering, Seoul National University
Taesu Kim
Taesu Kim
SqueezeBits Inc.
Daehyun Ahn
Daehyun Ahn
Squeezebits Inc.
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Hyungjun Kim
Hyungjun Kim
SqueezeBits Inc.