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Dongwon Kim | Lattice

Dongwon Kim

Papers on Lattice

2

Total citations

0

Topics

5

Research focus

Training Efficiency & Optimization (2)Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Inference & Quantization (1)World Models & Planning (1)

Frequent co-authors

Jinsung Lee (2)Jaemin Oh (1)Namhun Kim (1)Suha Kwak (1)

Papers (2)

Apr 13, 2026

Jinsung Lee +4Apr 13, 2026·also HKU, Texas A&M

Structured State-Space Regularization for Compact and Generation-Friendly Image Tokenization

Stealing frequency-awareness from State-Space Models lets image tokenizers generate higher-quality images without sacrificing compression.

Jinsung Lee, Jaemin Oh, Namhun Kim +2

Architecture Design (Transformers, SSMs, MoE)Computer Vision Training Efficiency & Optimization

Mar 5, 2026

Mar 5, 2026·also Cohere, POSTECH

Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model

Planning in latent world models just got 10x faster: CompACT compresses observations into only 8 tokens without sacrificing performance.

Dongwon Kim, Dongwon Kim, Gawon Seo +5

Inference & Quantization Training Efficiency & Optimization World Models & Planning

Dongwon Kim (1)

Jinsung Lee (1)