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Zetong Li

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#artificial intelligence Preprint Sep 2026

Per-Matrix Optimality Is Not Enough: Three-Level Optimization for Low-Rank LLM Compression

A three-level chain that widens optimization scope from individual matrices to Transformer blocks to the full model, with improvements only in perplexity and compression fidelity; downstream accuracy remains well below the dense model.

Hui-Cheng Zhang, Xi-Yao Feng, Ze-Tong Li et al. · 0 citations
Preprint Jul 2026

Logical Entangling with Phantom Codes in Hypergraph Products

The results make precise how permutation-based logical entangling constrains code design within the HGP framework is designed, demonstrate the circuit-level benefits of the unique family, and guide the search for phantom qLDPC families with better asymptotic parameters for low-overhead fault tolerance on neutral-atom h...

K. He, Ziao Tang, Zetong Li et al. · 0 citations

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