Author

Tao Xie

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Jul 2026

BackendForge: Benchmarking Agentic End-to-End Code Generation with Backend Services

BackendForge is introduced, a benchmark of 56 contract-defined backend generation tasks rewritten from real open-source applications that suggests that current LLMs can implement many local API behaviors, but still struggle to produce complete backend services.

Yuzhe Guo, Mengzhou Wu, Yuan Cao et al. · arXiv.org · 0 citations

Preprint Aug 2026

One QK Channel, Many Sources: Guarding Low-Precision Attention Collapse

The results support intervention at the shared QK locus rather than separate repair at each fault source, and support intervention at the shared QK locus rather than separate repair at each fault source.

S. Xie, Shuyang Xie, Yuan Cao et al. · 0 citations