Yixin Chen
2 indexed papers
Recent (6 mo)
2With code
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226
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Neural Computing×1ML×1AI×1
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2026
DAG-MoE: From Simple Mixture to Structural Aggregation in Mixture-of-Experts
The paper proposes DAG-MoE, a novel sparse Mixture-of-Experts framework that replaces standard weighted-sum aggregation with structural aggregation to enhance model performance and enable multi-step reasoning.
Provably Sub-Linear Two-Timescale NeuroEvolution with Online Plasticity
This paper analyzes the regret of a NeuroEvolutionary Online Learning (NEOL) framework for learning neural network architectures and weights, achieving sublinear regret under mild conditions.
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Papers
cs.NEcs.LGEmpiricalRecentJun 18, 2026
Provably Sub-Linear Two-Timescale NeuroEvolution with Online Plasticity
This paper analyzes the regret of a NeuroEvolutionary Online Learning (NEOL) framework for learning neural network architectures and weights, achieving sublinear regret under mild conditions.
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cs.AIRecentMay 31, 2026