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     This is the homepage of Ma Yiyang (马逸扬). Nice to see you here.

About me

     Currently, I'm a second-year Master Candidate at Spatial and Temporal Restoration, Understanding and Compression Team (STRUCT), Peking University, and supervised by Prof. Jiaying Liu.

     [Google Scholar]


Peking University

  09/2018 - 07/2022

   Bachelor major in Intelligence Science and Technology, EECS.

  09/2022 - 07/2025 (hopefully)

   Master Candidate major in Data Science (Computer Science and Technology), AAIS.

Microsoft Research Asia

  01/2022 - 08/2022

   Research Intern of Multimedia Search and Mining Group.


Accepted Papers

Yiyang Ma, Huan Yang, Wenhan Yang, Jianlong Fu and Jiaying Liu. "Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution", accepted by International Conference on Learning Representations (ICLR), Vienna, Austria, May, 2024. [arXiv]

Yiyang Ma, Huan Yang, Bei Liu, Jianlong Fu and Jiaying Liu. "AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation", in proceedings of ACM International Conference on Multimedia (ACM MM), Lisbon, Portugal, Oct. 2022. (Oral) [arXiv]

Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Nicholas Jing Yuan, Qin Jin, Jianlong Fu and Baining Guo. "MM-Diffusion: Learning Multi-modal Diffusion Models for Joint Audio and Video Generation", in proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, June 2023. [arXiv]

Weiyu Zhang, Yiyang Ma, Di Zhu, Lei Dong and Yu Liu. "MetroGAN: Simulating Urban Morphology with Generative Adversarial Network", in proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), Washington D.C., U.S.A., Aug. 2022. [arXiv]

Shixing Yu, Yiyang Ma, Wei Xiang, Wenhan Yang, and Jiaying Liu. "Meta-Interpolation: Time-Arbitrary Frame Interpolation via Dual Meta-Learning", in proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), Austin, U.S.A., May 2022. (MSA-TC Best Paper) [arXiv]

Preprints and Papers under Review

Yiyang Ma, Wenhan Yang, Jiaying Liu. "Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder", arXiv preprint. [arXiv]

Yiyang Ma, Huan Yang, Wenjing Wang, Jianlong Fu and Jiaying Liu. "Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation", arXiv preprint. [arXiv]

Yiyang Ma*, Haowei Kuang*, Huan Yang, Jianlong Fu, and Jiaying Liu. "Prompt-Based Modality Bridging for Unified Text-to-Face Generation and Manipulation", submitted to ACM Transactions on Multimedia Computing Communications and Applications (ACM TOMM).

Jialu Sui, Yiyang Ma, Wenhan Yang, Xiaokang Zhang, Man-On Pun, and Jiaying Liu. "Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery", submitted to IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS). [arXiv]


First prize in the 34th Chinese Physics Olympiad (CPhO), Chongqing, Nov. 2017.

Third prize in the 33th Chinese Physics Olympiad (CPhO), Wuhan and Huanggang, Nov. 2016.

I'm still loving physics even if I may not have any chance to learn it again. So sad.

Contact me

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