Author name: Yizhu Jiao, Ruixiang Zhang, Richard Bai, Jiawei Han, Ronan Collobert, Yizhe Zhang

arXiv:2605.11299v2 Announce Type: replace
Abstract: Code generation is typically trained in the primal space of programs: a model produces a candidate solution and receives sparse execution feedback, often a single pass/fail bit. Test-time scaling enr…

arXiv:2605.11299v1 Announce Type: cross
Abstract: Code generation is typically trained in the primal space of programs: a model produces a candidate solution and receives sparse execution feedback, often a single pass/fail bit. Test-time scaling enric…