Travis S. Humble

Quantum Science Center, Oak Ridge National Laboratory, Oak Ridge, TN 37830, United States

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)

Frequent co-authors

Seongmin Kim (1)Vincent R. Pascuzzi (1)Thomas Beck (1)Sanghyo Hwang (1)

Papers (1)

Apr 22, 2026

Apr 22, 2026·also IBM Research, Kyung Hee University, Notre Dame

Distributed Quantum Optimization for Large-Scale Higher-Order Problems with Dense Interactions

Quantum optimization can now tackle previously intractable, large-scale scientific optimization problems with dense, higher-order interactions, outperforming classical methods in both speed and solution quality.

Seongmin Kim, Vincent R. Pascuzzi, Travis S. Humble +5

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

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Travis S. Humble

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)