Author

Zhi-Fan Ye

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#artificial intelligence Jun 2026

SOLAR: AI-Powered Speed-of-Light Performance Analysis

SOLAR is introduced, a framework that automatically derives validated SOL bounds from PyTorch and JAX source code and provides comprehensive operator and language coverage, produces validated bounds with zero observed SOL violations, and offers multi-fidelity analysis that tightens bounds and surfaces optimization insi...

Qi-Jing Huang, S. Damani, Zhi-Fan Ye et al. · arXiv.org · 1 citation · ⚡1

Preprint Aug 2026

Effective and Efficient Context Retrieval via Partial Dependency Graph for Repository-Level Code Generation

DyRetriever is an efficient context retrieval method via partial dependency graphs that uses an LLM to first select a set of entry-point functions and then perform multi-hop reasoning along the code dependency graph, eliminating manually designed rules and enabling flexibility across scenarios.

Zhongxin Liu, Zhonghao Jiang, Zhi-Fan Ye et al. · 1 citation