| 2025 | CVPR | Progressive Focused Transformer for Single Image Super-Resolution. | Wei Long, Xingyu Zhou, Leheng Zhang, Shuhang Gu |
| 2025 | CVPR | Learned Image Compression with Dictionary-based Entropy Model. | Jingbo Lu, Leheng Zhang, Xingyu Zhou, Mu Li, Wen Li, Shuhang Gu |
| 2025 | CVPR | Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model. | Leheng Zhang, Weiyi You, Kexuan Shi, Shuhang Gu |
| 2025 | ICCV | Consistency Trajectory Matching for One-Step Generative Super-Resolution. | Weiyi You, Mingyang Zhang, Leheng Zhang, Xingyu Zhou, Kexuan Shi, Shuhang Gu |
| 2025 | ICML | Inductive Gradient Adjustment for Spectral Bias in Implicit Neural Representations. | Kexuan Shi, Hai Chen, Leheng Zhang, Shuhang Gu |
| 2024 | CVPR | Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary. | Leheng Zhang, Yawei Li, Xingyu Zhou, Xiaorui Zhao, Shuhang Gu |
| 2024 | CVPR | Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention. | Xingyu Zhou, Leheng Zhang, Xiaorui Zhao, Keze Wang, Leida Li, Shuhang Gu |