@article{gradientguidedrewardoptimizationforinfer, title = {Gradient-Guided Reward Optimization for Inference-time Alignment}, author = {Hankun Lin and Ruqi Zhang}, year = {2026}, eprint = {2606.09635}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.09635}, }