Author

Bing-Hui Xie

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#large language models Open access Sep 2026

Brain-inspired cognitive state modeling of complex English discourse reading: an LLM-parameterized hierarchical semi-Markov approach

A brain-inspired, large-language-model-parameterized hierarchical hidden semi-Markov model that encodes lexical-, sentence- and discourse-level representations and maps contextual embeddings to state-emission, transition, and duration parameters is developed.

Bing-Hui Xie, Yong-Jin Hu, Lin-Lin Zhao · Frontiers in Neurorobotics · 0 citations

#artificial intelligence Preprint Sep 2026

MemCorr-DP: Counterfactual Correspondence Conditioning for a Diffusion Policy Guided by a Reference

Behavior-cloned visuomotor policies can remain accurate near their training distribution yet fail when object position and camera viewpoint change together. A successful reference trajectory contains the geometry needed to transfer the same interaction, but the policy must align that geometry with the current scene and...

Tan Su, Hao-Xiang Yang, Ru-Xin Wang et al. · 0 citations