Chenglong Xiao

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)Training Efficiency & Optimization (1)

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Lei Xu (1)Shanshan Wang (1)

Papers (1)

Mar 1, 2026

1w ago

SoberDSE: Sample-Efficient Design Space Exploration via Learning-Based Algorithm Selection

Stop wasting compute on suboptimal HLS design space exploration: SoberDSE learns to pick the best algorithm for your specific hardware architecture problem, boosting performance by up to 5.7x.

Lei Xu, Shanshan Wang, Chenglong Xiao

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Training Efficiency & Optimization

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Chenglong Xiao

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)