VQ-Logits: Compressing the Output Bottleneck of Large Language Models via Vector Quantized Logits. - Jintian Shao; Hongyi Huang; Jiayi Wu; YiMing Cheng; ZhiYu Wu; You Shan; MingKai Zheng (CoRR, 2025)

Towards Analyzing and Understanding the Limitations of VAPO: A Theoretical Perspective. - Jintian Shao; YiMing Cheng; Hongyi Huang; Beiwen Zhang; ZhiYu Wu; You Shan; MingKai Zheng (CoRR, 2025)