Learning Object Consistency and Interaction in Image Generation from Scene Graphs. - Yangkang Zhang; Chenye Meng; Zejian Li; Pei Chen 005; Guang Yang 022; Changyuan Yang; Lingyun Sun (IJCAI, 2023)

Distribution Backtracking Builds A Faster Convergence Trajectory for One-step Diffusion Distillation. - Shengyuan Zhang; Ling Yang 006; Zejian Li; An Zhao; Chenye Meng; Changyuan Yang; Guang Yang 022; Zhiyuan Yang; Lingyun Sun (CoRR, 2024)

Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion. - Shengyuan Zhang; An Zhao; Ling Yang 006; Zejian Li; Chenye Meng; Haoran Xu; Tianrun Chen; Anyang Wei; Perry Pengyun Gu; Lingyun Sun (CoRR, 2024)

LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural Annotations. - Zejian Li; Chenye Meng; Yize Li 001; Ling Yang 006; Shengyuan Zhang; Jiarui Ma; Jiayi Li; Guang Yang 022; Changyuan Yang; Zhiyuan Yang; Jinxiong Chang; Lingyun Sun (CoRR, 2024)

Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation. - Shengyuan Zhang; Ling Yang 006; Zejian Li; An Zhao; Chenye Meng; Changyuan Yang; Guang Yang 022; Zhiyuan Yang; Lingyun Sun (ICLR, 2025)

Inversion-DPO: Precise and Efficient Post-Training for Diffusion Models. - Zejian Li; Yize Li 001; Chenye Meng; Zhongni Liu; Yang Ling; Shengyuan Zhang; Guang Yang 022; Changyuan Yang; Zhiyuan Yang; Lingyun Sun (CoRR, 2025)

Image generation evaluation: a comprehensive survey of human and automatic evaluations. - Qi Liu 076; Shuanglin Yang; Zejian Li; Lefan Hou; Chenye Meng; Ying Zhang; Lingyun Sun (Frontiers Inf. Technol. Electron. Eng., 2025)