Photo of Me

Weikang BIAN

I am a research assistant at CUHK, MMLab, working closely with Dr. Zhaoyang Huang and Prof. Hongsheng Li. My research focuses on video correspondence and video generation.

I am looking for a Ph.D. position in 25 fall!

Preprints


AnimateLCM: Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning
Fu-Yun Wang, Zhaoyang Huang, Xiaoyu Shi, Weikang Bian, Guanglu Song, Yu Liu, Hongsheng Li
Arxiv, 2024
Paper Code Project Page

Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit Motion Modeling
Xiaoyu Shi*, Zhaoyang Huang*, Fu-Yun Wang*, Weikang Bian*, Dasong Li, Yi Zhang, Manyuan Zhang, Ka Chun Cheung, Simon See, Hongwei Qin, Jifeng Dai, Hongsheng Li
(* equal contribution)
Arxiv, 2024
Paper Project Page

Publications


Context-PIPs: Persistent Independent Particles Demands Spatial Context Features
Weikang Bian*, Zhaoyang Huang*, Xiaoyu Shi, Yitong Dong, Yijin Li, Hongsheng Li
(* equal contribution)
NeurIPS, 2023 (Spotlight)
Paper Code Project Page

Videoflow: Exploiting temporal cues for multi-frame optical flow estimation
Xiaoyu Shi, Zhaoyang Huang, Weikang Bian, Dasong Li, Manyuan Zhang, Ka Chun Cheung, Simon See, Hongwei Qin, Jifeng Dai, Hongsheng Li
ICCV, 2023
Paper Code

NeuralMarker: A Framework for Learning General Marker Correspondence
Zhaoyang Huang, Xiaokun Pan, Weihong Pan, Weikang Bian, Yan Xu, Ka Chun Cheung, Guofeng Zhang, Hongsheng Li
ACM Transactions on Graphics (TOG), November 2022.
Paper Code Project Page