| 2026 | AAAI | Exploring Position Encoding Mechanism in Diffusion U-Net for Training-free High-resolution Image Generation. | Feng Zhou, Pu Cao, Yiyang Ma, Lu Yang, Yonghao Dang, Jianqin Yin |
| 2025 | CVPR | JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation. | Yiyang Ma, Xingchao Liu, Xiaokang Chen, Wen Liu, Chengyue Wu, Zhiyu Wu, Zizheng Pan, Zhenda Xie, Haowei Zhang, Xingkai Yu, Liang Zhao, Yisong Wang, Jiaying Liu, Chong Ruan |
| 2025 | CVPR | Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation. | Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo |
| 2024 | ECCV | MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion. | Lehong Wu, Lilang Lin, Jiahang Zhang, Yiyang Ma, Jiaying Liu |
| 2024 | ICLR | Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution. | Yiyang Ma, Huan Yang, Wenhan Yang, Jianlong Fu, Jiaying Liu |
| 2024 | ICML | Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder. | Yiyang Ma, Wenhan Yang, Jiaying Liu |
| 2023 | CVPR | MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation. | Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo |
| 2022 | ISCAS | Meta-Interpolation: Time-Arbitrary Frame Interpolation via Dual Meta-Learning. | Shixing Yu, Yiyang Ma, Wenhan Yang, Wei Xiang, Jiaying Liu |
| 2022 | KDD | MetroGAN: Simulating Urban Morphology with Generative Adversarial Network. | Weiyu Zhang, Yiyang Ma, Di Zhu, Lei Dong, Yu Liu |