Published in arXiv preprint, 2025
Built a KnowHalu-style hallucination evaluation pipeline with accelerated judging and improved summarization detection.
Recommended citation: Hallucination Detection and Evaluation of Large Language Models. arXiv:2512.22416, 2025.
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Published in arXiv preprint, 2025
Extended the TENG framework with Dirichlet boundary constraints in Physics-Informed Neural Networks.
Recommended citation: TENG++: Time-Evolving Natural Gradient for Boundary-Enhanced PINNs. arXiv:2512.15771, 2025.
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Published in arXiv preprint, 2025
A Web World Model framework that generates unlimited context via LLMs in text/code environments without data storage.
Recommended citation: Web World Models. arXiv:2512.23676, 2025.
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