Education

I’m Yuke Lou, a second-year MPhil student at The University of Hong Kong. Previously, I graduated from the Turing Class, School of Electronics Engineering and Computer Science (EECS), Peking University in 2023.

CV / Github / Email

Research Experience

I am a MPhil student at the Computer Graphics and Visualization (CGVU) Lab at The University of Hong Kong, supervised by Prof. Taku Komura. Previously, I conducted research at the Visual Computing and Learning (VCL) Lab under the supervision of Prof. Baoquan Chen and Prof. Libin Liu.

My research interest lies in the intersection of computer graphics and computer vision. In particular, my current research focuses on Motion Synthesis. Recently, I have been exploring how to leverage 2D information to assist 3D Generation.

Publications

• SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation

  Wenjia Wang, Liang Pan, Zhiyang Dou, Zhouyingcheng Liao, Yuke Lou, Lei Yang, Jingbo Wang, Taku Komura

  Arxiv 2025

  [Project Page] [Paper] [Code]

  

• CBIL: Collective Behavior Imitation Learning for Fish from Real Videos

  Yifan Wu, Zhiyang Dou, Yuko Ishiwaka, Shun Ogawa, Yuke Lou, Wenping Wang, Lingjie Liu, Taku Komura

  ACM Transactions on Graphics (TOG), 2024

  [Project Page] [Paper] [Code]

  

• Social Motion Prediction with Cognitive Hierarchies

  Wentao Zhu*, Jason Qin*, Yuke Lou, Hang Ye, Xiaoxuan Ma, Hai Ci, Yizhou Wang

  NeurIPS 2023

  [Project Page] [Paper] [Video] [Code]

  

• Rhythmic Gesticulator: Rhythm-Aware Co-Speech Gesture Synthesis with Hierarchical Neural Embeddings

  Tenglong Ao, Qingzhe Gao, Yuke Lou, Baoquan Chen, Libin Liu

  ACM Transactions on Graphics (TOG), 2022 (SIGGRAPH Asia 2022 Best Paper Award)

  [Project Page] [Paper] [Video(YouTube,BiliBili)] [Code]

  

• Edit-History Vis: An Interactive Visual Exploration and Analysis on Wikipedia Edit History

  Yuhan Guo, Qin Han, Yuke Lou, Yiming Wang, Can Liu, Xiaoru Yuan

  PacificVis 2023

  

Selected Awards

• Merit Student of Peking University
• 3rd Prize Scholarship of Peking University
• Tianchuang Scholarship
• Huawei Scholarship
• Social Work Award of Peking University

Skills

Languages: Python, C/C++, C#, JavaScript

Tools: Unity, Blender, Ps, Pr, LrC, Au ……

Miscellaneous

WeChat official account: Thorin的快乐生活

Hobbies: Sports & Traveling & Photography & Mini 4WD & Gundam