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Zhongren Wang

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#graph neural networks Open access Sep 2026

Weights Learn Experiences, Structures Crystallize Knowledge: Trace-Governed Structural Plasticity for Continual Learning — A Controlled Proof-of-Mechanism Study

This record contains the manuscript “Weights Learn Experiences, Structures Crystallize Knowledge: Trace-Governed Structural Plasticity for Continual Learning — A Controlled Proof-of-Mechanism Study”. The paper investigates whether repeated explicit reasoning can alter a learner’s computation graph, not only its numeric...

Zhongren Wang · 0 citations
#graph neural networks Open access Sep 2026

Weights Learn Experiences, Structures Crystallize Knowledge: Trace-Governed Structural Plasticity for Continual Learning — A Controlled Proof-of-Mechanism Study

This record contains the manuscript “Weights Learn Experiences, Structures Crystallize Knowledge: Trace-Governed Structural Plasticity for Continual Learning — A Controlled Proof-of-Mechanism Study”. The paper investigates whether repeated explicit reasoning can alter a learner’s computation graph, not only its numeric...

Zhongren Wang · 0 citations

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