📚 Publications
# indicates co-first author.

DiffLLFace: Learning Alternate Illumination-Diffusion Adaption for Low-Light Face Super-Resolution and Beyond
Runmin Cong#, Kaisheng Pang#, Feng Li, Hua Li, Huihui Bai, Sam Kwong, Wei Zhang
IEEE Transactions on Image Processing (CCF-A, JCR Q1) 2026
- Efficient and robust low-light face super-resolution via diffusion-based adaptation.

ActiveScale: Scaling Active Perception for Robots across Model, Data, and Hardware
Shuai Zhou#, Kaisheng Pang#, Wenxuan Song, Wenjie Zhang, Xinhu Zheng, Haoang Li
- ActiveScale scales active perception through a pose-grounded temporal VLA, human–robot mid-training on 1,000 hours of data, and the AMP mobile-manipulation platform. It achieves state-of-the-art performance across five real-world active-perception tasks.
🎖️ Selected Honors
- National Scholarship
- Outstanding Graduate of Shandong University
- Outstanding Graduation Project of Shandong University
- First-Class Outstanding Student Award (twice)
- Outstanding Student of Shandong University (twice)