Wei Qi

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Yilin Wen (1)Yi Guo (1)Bo Zhao (1)Zechun Hu (1)

Papers (1)

Mar 9, 2026

Yilin Wen +61w ago

PolyFormer: learning efficient reformulations for scalable optimization under complex physical constraints

Forget hand-tuning: PolyFormer learns to automatically simplify complex, physically-constrained optimization problems into efficient polytopic reformulations, achieving massive speedups and memory reductions.

Yilin Wen, Yi Guo, Bo Zhao +4

Scientific Discovery & Drug Design Training Efficiency & Optimization

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Wei Qi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)