Sangwhan Cha

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)

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Soutrik Mukherjee (1)S. Cha (1)

Papers (1)

Mar 30, 2026

Soutrik Mukherjee +22d ago

GPU-Accelerated Optimization of Transformer-Based Neural Networks for Real-Time Inference

Deploying transformers in real-time just got a whole lot faster: this work achieves up to 64x speedups on GPUs while maintaining accuracy through a novel hybrid precision approach.

Soutrik Mukherjee, S. Cha, Sangwhan Cha

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

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Sangwhan Cha

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)