EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal Presentations. - Yucheng Wang 015; Jifan Yu; Daniel Zhang-Li; Joy Lim Jia Yin; Shangqing Tu; Haoxuan Li 003; Zhiyuan Liu 001; Huiqin Liu; Lei Hou 001; Juanzi Li; Bin Xu 001 (CIKM, 2025)

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models. - Shangqing Tu; Yucheng Wang 015; Daniel Zhang-Li; Yushi Bai; Jifan Yu; Yuhao Wu; Lei Hou 001; Huiqin Liu; Zhiyuan Liu 001; Bin Xu 001; Juanzi Li (ACM Multimedia, 2025)

Handling Students Dropouts in an LLM-driven Interactive Online Course Using Language Models. - Yuanchun Wang 002; Yiyang Fu; Jifan Yu; Daniel Zhang-Li; Zheyuan Zhang 002; Joy Lim Jia Yin; Yucheng Wang 015; Peng Zhou; Jing Zhang 001; Huiqin Liu (CoRR, 2025)

Addressing Situated Teaching Needs: A Multi-Agent Framework for Automated Slide Adaptation. - Binglin Liu; Yucheng Wang 015; Zheyuan Zhang 002; Jiyuan Lu; Shen Yang; Daniel Zhang-Li; Huiqin Liu; Jifan Yu (CoRR, 2025)

From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent. - Yucheng Wang 015; Shen Yang; Jifan Yu; Haoxuan Li 003; Joy Lim Jia Yin; Daniel Zhang-Li; Huiqin Liu; Lei Hou 001; Juanzi Li; Bin Xu 001 (ACL (1), 2026)