Author

Xue-Jian Gao

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Book Open access Jul 2026

Looping Is Not Reliability: State-Bound Evidence and Typed Revision Contracts for Agentic Code Repair

An evidence-bound typed loop contract is derived and instantiate its mechanically enforceable subset in a reference implementation that binds verifier evidence to exact code states, preserves verified checkpoints, and emits auditable admission receipts.

Xue-Jian Gao, Jian-Wei Yang, Qiang Yang · Proceedings of the 1st Inter... · 1 citation

Jul 2026

CANN Bench: Benchmarking Agent Generated Kernels against Real NPU and Algorithmic Limits

CANN Bench is an open benchmark for AI-generated operator code on Huawei's Ascend NPU, designed for long-term community co-construction, providing the Ascend ecosystem with a quantitative, reproducible, and sustainably maintained yardstick for AI operator-authoring capability.

Xue-Jian Gao, Deng Pan, Yueming Su et al. · arXiv.org · 1 citation

Review Aug 2026

Executable Code Knowledge: Code as a Native, Validation-Carrying Knowledge Representation for AI Coding Agents

This work introduces Executable Code Knowledge (ECK) and defines an Executable Code Knowledge Unit (ECKU) as a source-bound object combining stable identity, semantics, executable behavior, contracts, evidence, relations, provenance, validation state, and a query interface.

Xue-Jian Gao · 1 citation

Preprint Aug 2026

Evidence-Calibrated Runtime Reconstruction for Agent Skills Across Heterogeneous Coding Agents

Skill Runtime Intelligence is presented, a passive runtime-intelligence system that reconstructs supported Skill-lifecycle stages across heterogeneous harnesses while preserving unsupported stages as unknown and motivating executable adapter qualification.

Xue-Jian Gao · 0 citations