Meta-Interpolation: Time-Arbitrary Frame Interpolation via Dual Meta-Learning. - Shixing Yu; Yiyang Ma; Wenhan Yang; Wei Xiang; Jiaying Liu 001 (ISCAS, 2022)

MetroGAN: Simulating Urban Morphology with Generative Adversarial Network. - Weiyu Zhang; Yiyang Ma; Di Zhu 004; Lei Dong; Yu Liu 003 (KDD, 2022)

AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation. - Yiyang Ma; Huan Yang 005; Bei Liu 001; Jianlong Fu; Jiaying Liu 001 (ACM Multimedia, 2022)

MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation. - Ludan Ruan; Yiyang Ma; Huan Yang 005; Huiguo He; Bei Liu 001; Jianlong Fu; Nicholas Jing Yuan; Qin Jin; Baining Guo (CVPR, 2023)

Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation. - Yiyang Ma; Huan Yang 005; Wenjing Wang 001; Jianlong Fu; Jiaying Liu 001 (CoRR, 2023)

MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion. - Lehong Wu; Lilang Lin; Jiahang Zhang 001; Yiyang Ma; Jiaying Liu 001 (ECCV (26), 2024)

Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution. - Yiyang Ma; Huan Yang 005; Wenhan Yang; Jianlong Fu; Jiaying Liu 001 (ICLR, 2024)

Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder. - Yiyang Ma; Wenhan Yang; Jiaying Liu 001 (ICML, 2024)

Consistency Guided Diffusion Model with Neural Syntax for Perceptual Image Compression. - Haowei Kuang; Yiyang Ma; Wenhan Yang; Zongming Guo; Jiaying Liu 001 (ACM Multimedia, 2024)

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding. - Zhiyu Wu; Xiaokang Chen; Zizheng Pan; Xingchao Liu; Wen Liu; Damai Dai; Huazuo Gao; Yiyang Ma; Chengyue Wu; Bingxuan Wang; Zhenda Xie; Yu Wu; et al. (CoRR, 2024)

Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery. - Jialu Sui; Yiyang Ma; Wenhan Yang; Xiaokang Zhang; Man-On Pun; Jiaying Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Prompt-Based Modality Bridging for Unified Text-to-Face Generation and Manipulation. - Yiyang Ma; Haowei Kuang; Huan Yang 005; Jianlong Fu; Jiaying Liu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

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; et al. (CVPR, 2025)

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 002 (CVPR, 2025)

Exploring Position Encoding in Diffusion U-Net for Training-free High-resolution Image Generation. - Feng Zhou; Pu Cao; Yiyang Ma; Lu Yang 006; Jianqin Yin (CoRR, 2025)