Lingyan Ruan
Research Fellow in Digital Innovation at University of Melbourne
lingyan [dot] ruan [at] unimelb [dot] edu [dot] au · Official web


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CV upon request


[CURRENT] I am a Research Fellow in Digital Media Innovation at UoM, mentored by Prof. Taehyun Rhee.

[PAST] I was a Postdoctoral Researcher in Computer Graphics Department at Max-Planck-Institut für Informatik, advised by Prof. Karol Myszkowski and Prof. Hans-Peter Seidel. Prior to that, I obtained my Ph.D. degree from School of Creative Media at City University of Hong Kong under the supervision of Prof. Miuling Lam.

[RESEARCH] My research is centered on the innovation of computational media, positioned at the intersection of Computer Graphics, Computer Vision, Artificial Intelligence, and Human-Computer Interaction. I am particularly interested in exploring how AI can be applied to enhance digital media representation, generation, reconstruction, and editing. Additionally, I focus on how these advancements can improve immersive, interactive, and accessible experiences for users, particularly within mixed reality environments.



Recent News


04/2025 - ☕ I will serve as a Technical Paper Programme coordinator for the 18th ACM SIGGRAPH Asia 2025!

03/2025 - ☕ I will serve as a Programme Committee member for the 33rd Pacific Graphics 2025!

10/2024 - ☕ Start new position in the University of Melbourne.

04/2024 - ☕ Our paper is accepted by SIGGRAPH 2024.

02/2024 - Code for LaKDNet is released.

06/2023 - I have attended the 44th conference of Eurographics 2023 in Saarbrucken.

03/2023 - Our paper has been accepted by journal Biofabrication.

12/2022 - I have attended the SIGGRAPH ASIA 2022 in Daegu.

08/2022 - Code for DRBNet is released.

07/2022 - I have attended the 33rd conference of EGSR 2022 in Prague.

06/2022 - Our CVPR paper is selected in Best Paper Award Finalist (Top 0.4%).

04/2022 - Start my journey at Max-Planck-Institut für Informatik.

03/2022 - One paper is accepted by CVPR 2022 (Oral).





Selective Publications


Self-Supervised Video Defocus Deblurring with Atlas Learning 

Lingyan Ruan,Martin Bálint, Mojtaba Bemana, Krzysztof Wolski, Hans-peter Seidel, Karol Myszkowski, Bin Chen

SIGGRAPH (Conference Proceedings), 2024


Project Page Paper Code


LaKDNet: Revisiting Image Deblurring with an Efficient ConvNet 

Lingyan Ruan, Mojtaba Bemana, Hans-peter Seidel, Karol Myszkowski, Bin Chen

arXiv preprint, 2023


Paper Code


Scalable pattern formation of skeletal myotubes by synergizing microtopographic cues and chiral nematics of cells

Siying Wu*, Lingyan Ruan*, Jianpeng Wu, Minghui Wu, Lok Ting Chu, Hoi Kwan Kwong, Miu Ling Lam, Ting-Hsuan Chen (*equal contribution)

Biofabrication 2023


Paper


Learning to Deblur using Light Field Generated and Real Defocus Images 

Lingyan Ruan*, Bin Chen*, Jizhou Li, Miuling Lam (*equal contribution)

IEEE CVPR 2022 [Oral, Best Paper Finalist, Top 0.4%]


Paper Supp Project Code Web Demo


AIFNet: All-in-Focus Image Restoration Network Using a Light Field-Based Dataset 

Lingyan Ruan, Bin Chen, Jizhou Li, Miuling Lam

IEEE Transactions on Computational Imaging, 2021


Paper Project Dataset Code Video


LFGAN: 4D Light Field Synthesis from a Single RGB Image

Bin Chen, Lingyan Ruan, Miuling Lam

ACM Transactions on Multimedia Computing, Communications and Applications, 2020


Paper Video


Light Field Display with Ellipsoidal Mirror Array and Single Projector

Bin Chen, Lingyan Ruan, Miuling Lam

Optics Express, 2019


Paper Project Supp Video


Human-Computer Interaction by Voluntary Vergence Control

Lingyan Ruan, Bin Chen, Miuling Lam

SIGGRAPH Asia Posters 2018


Paper Project


Light Field Synthesis from a Single Image using Improved Wasserstein Generative Adversarial Network.

Lingyan Ruan, Bin Chen, Miuling Lam

Eurographics Posters 2018


Paper



As Reviewer

  • Computer Graphics & Imaging: SIGGRAPH/SIGGRAPH Asia, Pacific Graphics, Eurographics, The Visual Computer, IEEE Transactions on Computational Imaging (TCI), IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • Computer Vision & Image Processing: CVPR, ICCV, ECCV, ACCV, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Transactions on Multimedia Computing Communications and Applications (TOMM), Neurocomputing, IEEE Transactions on Instrumentation & Measurement (TIM)