Li Siyao

Siyao is currently a third-year PhD student (candidate) in MMLab of Nanyang Technological University, Singapore, advised by Prof. Chen Change Loy. Before that, he was a full-time researcher in SenseTime Research, working closely with Quan Wang, Wenxiu Sun and Chao Dong. His current interests include AI techniques for content creation.

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Selected Publications

Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment
Li Siyao, Tianpei Gu, Zhitao Yang, Zhengyu Lin, Ziwei Liu, Henghui Ding, Lei Yang, Chen Change Loy
ICLR 2024
Paper (TBD)| Code (TBD) | Demo (TBD)      
Bailando++: 3D Dance GPT with Choreographic Memory
Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, Ziwei Liu
TPAMI 2023
Paper | PDF (free) | Code | Demo      
Deep Geometrized Cartoon Line Inbetweening
Li Siyao, Tianpei Gu, Weiye Xiao, Henghui Ding, Ziwei Liu, Chen Change Loy
ICCV 2023
Paper | Code | Demo      
AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies
Li Siyao, Yuhang Li, Bo Li, Chao Dong, Ziwei Liu, Chen Change Loy
NeurIPS 2022 (Dataset & Benchmark)
Project page | Paper | Code | Demo      
Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory
Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, Ziwei Liu
CVPR 2022 (Oral, ~4%)
Paper | Code | Demo      
Deep Animation Video Interpolation in the Wild
Li Siyao*, Shiyu Zhao*, Weijiang Yu, Wenxiu Sun, Dimitris Metaxas, Chen Change Loy, Ziwei Liu
CVPR 2021
Paper | Code | Data | Demo      
Enhanced Quadratic Video Interpolation
Yihao Liu*, Liangbin Xie*, Li Siyao, Wenxiu Sun, Yu Qiao, Chao Dong
ECCV 2020, AIM Workshop
1st place of ECCV AIM-VTSR 2020 challenge! Link
Paper | Code
Quadratic Video Interpolation
Xiangyu Xu*, Li Siyao*, Wenxiu Sun, Qian Yin, Ming-Hsuan Yang
NeurIPS 2019 (Spotlight, ~15%)
1st place of ICCV AIM-VTSR 2019 challenge! Link
Paper | Code | Data


Services

Reviewer for CVPR, ICCV, ECCV, NeurIPS, ICML and SIGGRAPH


Awards

AISG scholarship (2022)