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Liyao Wang · Ruipu Wu · Haojun Xu · Lei Shi · Linjiang Huang · Si Liu
Jiaying Zhang · Lei Shi · Jiguo Li · Jun Xu · Jiuchong Gao · Jinghua Hao · Renqing He
Reinforcement Learning with Verifiable Rewards (RLVR) is a key paradigm for improving large-scale reasoning models. Unlike supervised fine-tuning (SFT), RLVR exhibits distinct optimization dynamics and are sensitive to the preservation of pre-trained geometric structures. However, existing parame...