activity
20242026
most citedSystematic Reward Gap Optimization for Mitigating VLM Hallucinations

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing cs.SEShow all

1 paper · 1 filter

cs.SE2026

Effective LLM Code Refinement via Property-Oriented and Structurally Minimal Feedback

Lehan He, Zeren Chen, Zhe Zhang +2

LLMs excel at code generation, yet ensuring the functional correctness of their outputs remains a persistent challenge. While recent studies have applied Test-Driven Development (T…