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Jinuk Kim's picture
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Jinuk Kim

jusjinuk
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https://jinukkim.me
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AI & ML interests

My research interests lie in constructing efficient machine learning system by solving tractable discrete and continuous optimization problem.

Recent Activity

upvoted an article about 1 month ago
Automated Discovery of High-Performance GPU Kernels with OpenEvolve
upvoted an article about 1 month ago
OpenEvolve: An Open Source Implementation of Google DeepMind's AlphaEvolve
liked a dataset about 1 month ago
aicrowd/ChessExplained
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authored 4 papers 8 months ago

KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction

Paper • 2505.23416 • Published May 29, 2025 • 12

Dataset Condensation via Efficient Synthetic-Data Parameterization

Paper • 2205.14959 • Published May 30, 2022

GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance

Paper • 2505.07004 • Published May 11, 2025 • 7

LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging

Paper • 2406.12837 • Published Jun 18, 2024
authored a paper about 2 years ago

Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming

Paper • 2301.12187 • Published Jan 28, 2023 • 1
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