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Kien X. Nguyen | Lattice

Kien X. Nguyen

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

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

Frequent co-authors

Papers (1)

Mar 12, 2026

Clemson University4d ago

UniHetCO: A Unified Heterogeneous Representation for Multi-Problem Learning in Unsupervised Neural Combinatorial Optimization

Train one NCO model to solve multiple NP-hard graph problems, outperforming specialized models and even boosting classical solvers.

Kien X. Nguyen, Ilya Safro

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