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Home/Authors/Mincheol Kang

Mincheol Kang

1 indexed paper

Recent (6 mo)
1
With code
0
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0
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Publications per year

1
26

Top categories

AI×1

Frequent co-authors

Hyunjin Lim1×
Bomin Kang1×
Daehee Park1×

Research Timeline

2026
BitTP: The Lightweight Trajectory Prediction Model with BitLLM for Edge-Devices

The paper proposes BitTP, a lightweight bitlinear architecture that quantizes LLM-based trajectory predictors to 1.58-bit weights while keeping activations full-precision, enabling high-performance deployment on resource-constrained edge devices.

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Papers

cs.AIRecentMay 28, 2026

BitTP: The Lightweight Trajectory Prediction Model with BitLLM for Edge-Devices

Mincheol Kang, Hyunjin Lim, Bomin Kang, Daehee Park

The paper proposes BitTP, a lightweight bitlinear architecture that quantizes LLM-based trajectory predictors to 1.58-bit weights while keeping activations full-precision, enabling high-performance de…

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