DGPO: Distribution Guided Policy Optimization for Fine Grained Credit Assignment. - Hongbo Jin; Rongpeng Zhu; Zhongjing Du; Xu Jiang; Jingqi Tian; Qiaoman Zhang; Jiayu Ding (CoRR, 2026)

VISD: Enhancing Video Reasoning via Structured Self-Distillation. - Hao Lin; Kunyang Lv; Xu Jiang; Jingqi Tian; Zhongjing Du; Jiayu Ding; Qiaoman Zhang; Hongbo Jin (CoRR, 2026)

Context-CoT: Enhancing Context Learning via High-Quality Reasoning Synthesis. - Hongbo Jin; Mingnan Zhu; Jingqi Tian; Xu Jiang; Zhongjing Du; Haoran Tang; Siyi Xie; Qiaoman Zhang; Jiayu Ding (CoRR, 2026)

ContextGuard: Structured Self-Auditing for Context Learning in Language Models. - Hongbo Jin; Chi Wang; Haoran Tang; Zhongjing Du; Xu Jiang; Jingqi Tian; Qiaoman Zhang; Jiayu Ding (CoRR, 2026)