EvidFuse: Writing-Time Evidence Learning for Consistent Text-Chart Data Reporting. - Huanxiang Lin; Qianyue Wang; Jinwu Hu; Bailin Chen; Qing Du; Mingkui Tan (CoRR, 2026)

Beyond Model Scaling: Test-Time Intervention for Efficient Deep Reasoning. - Qianyue Wang; Jinwu Hu; Yufeng Wang 004; Huanxiang Lin; Bolin Chen; Zhiquan Wen; Yaofo Chen; Mingkui Tan (CoRR, 2026)

Precedent-Informed Reasoning: Mitigating Overthinking in Large Reasoning Models via Test-Time Precedent Learning. - Qianyue Wang; Jinwu Hu; Huanxiang Lin; Bolin Chen; Zhiquan Wen; Yaofo Chen; Yu Rong 001; Mingkui Tan (CoRR, 2026)