ArXiv TLDR

Chong Wang

2 papers · Latest:

Contrast-Space Projection for Network Meta-Analysis: An Exact and Invariant Study-Based Decomposition of Direct and Indirect Contributions

This paper introduces a contrast-space projection method for Network Meta-Analysis, providing an exact, invariant decomposition of direct and indirect evidence contributions.

2604.21994
Cryptography & Security

MATRIX: Multi-Layer Code Watermarking via Dual-Channel Constrained Parity-Check Encoding

MATRIX is a novel multi-layer, dual-channel code watermarking framework that uses parity-check encoding for robust provenance tracking in LLM-generated code.

2604.16001

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