Author

Jin-Guo Liu

3 papers indexed here

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Review Sep 2026

Quantum Compiler Design for Fault-Tolerant Quantum Computing

This survey presents a full-stack view of compiler design for QEC-protected quantum computation, and identifies open challenges in cross-layer optimization, qLDPC compilation, compiler-decoder co-design, runtime adaptivity, and the development of integrated and benchmarkable FTQC compilation stacks.

Cheng-Hong Zhu, Jia-Han Chen, Ke-Ming He et al. · 0 citations

#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 Aug 2026

Sampling isometric tensor network states with monitored quantum circuits

Projected entangled pair states (PEPS) provide an efficient variational ansatz for two-dimensional quantum phases, but computing observables remains challenging because PEPS contraction is generally costly. Here, we parameterize two-dimensional quantum states using variational PEPS subject to isometric constraints and...

Yu-Qing Rong, Huanhai Zhou, Guo-Yi Zhu et al. · 0 citations