Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training
Miaosen Zhang · Yishan Liu · Shuxia Lin · Qi Dai · Chong Luo · Baining Guo · Weihao Jiang · Peng Hou · Anxiang Zeng · Xu Yang · Xin Geng
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Miaosen Zhang · Yishan Liu · Shuxia Lin · Qi Dai · Chong Luo · Baining Guo · Weihao Jiang · Peng Hou · Anxiang Zeng · Xu Yang · Xin Geng
Pengfei Yue · Xingran Zhao · Juntao Chen · Peng Hou · Wang Longchao · Jianghang Lin · Shengchuan Zhang · Anxiang Zeng · Liujuan Cao
Zhijiang Tang · Linhua Wang · Jiaxin Qi · Weihao Jiang · Peng Hou · Anxiang Zeng · Jianqiang Huang
Xiangxi Zheng · Kuang He · Jiayi Hu · Ping Yu · Rui Yan · Yuan Yao · Peng Hou · Anxiang Zeng · Alex Jinpeng Wang
Chart-to-code generation demands strict visual precision and syntactic correctness from Vision-Language Models (VLMs). However, existing approaches are fundamentally constrained by data-centric limitations: despite the availability of growing chart-to-code datasets, simply scaling homogeneous cha...
Zijun Min · Bingshuai Liu · Ante Wang · Long Zhang · Anxiang Zeng · Haibo Zhang · Jinsong Su
Reinforcement Learning with Verifiable Rewards (RLVR) offers a promising framework for optimizing large language models in reasoning tasks. However, existing RLVR algorithms focus on different granularities, and each has complementary strengths and limitations. Group Relative Policy Optimization...
Kun Yang · Yuxuan Zhu · Yazhe Chen · Siyao Zheng · Bangyang Hong · Kangle Wu · Yabo Ni · Anxiang Zeng · Cong Fu · Hui Li
Sunhao Dai · Jiakai Tang · Jiahua Wu · Kun Wang · Yuxuan Zhu · Bingjun Chen · Bangyang Hong · Yu Zhao · Cong Fu · Kangle Wu · Yabo Ni · Anxiang Zeng · Wenjie Wang · Xu Chen · Jun Xu · See-Kiong Ng
Jiakai Tang · Sunhao Dai · Kun Wang · Zhiluohan Guo · Yu Zhao · Cong Fu · Kangle Wu · Yabo Ni · Anxiang Zeng · Xu Chen · Jun Xu
Yabo Ni · Yuanpeng Cao · Wenhang Zhou · Bangyang Hong · Zhongyi Zhang · Enlei Cai · Kangle Wu · Anxiang Zeng · Han Yu · Xiaoxiao Li