I am currently a fourth-year Ph.D. student under the supervision of Prof. Yanwei Fu. My research interests focus on the perception and anticipation of motion, especially optical flow estimation and future prediction. Besides, I am also interested in image generation, e.g., image inpainting/editing. Currently, I am also working on multimodal large language models.

Education
Ph.D in Statistics (Machine Learning track) Fudan University
2022.9-2026.6
B.Sc. in Data Science Fudan University
2018.9-2022.6
Services
Reviewer of CVPR, ICCV, ECCV, AAAI, ACCV, IJCV, IEEE TPAMI, IEEE TCSVT, IEEE TIP, IEEE TMM
Publications

* indicates equal contributions.

Multimodal Large Lanuage Models:
Arxiv 2025

Reinforcement Fine-Tuning Enables MLLMs Learning Novel Tasks Stably

Zhihao Zhang*, Qiaole Dong*, Qi Zhang, ..., Xuanjing Huang

Arxiv 2025
Visual Perception:
ICCV 2025

Online Dense Point Tracking with Streaming Memory

Qiaole Dong, Yanwei Fu

ICCV 2025
CVPR 2024

MemFlow: Optical Flow Estimation and Prediction with Memory

Qiaole Dong, Yanwei Fu

CVPR 2024
CVPR 2023

Rethinking Optical Flow from Geometric Matching Consistent Perspective

Qiaole Dong*, Chenjie Cao*, Yanwei Fu

CVPR 2023
Arxiv

Open-DDVM: A Reproduction and Extension of Diffusion Model for Optical Flow Estimation

Qiaole Dong, Bo Zhao, Yanwei Fu

Arxiv 2023
Visual Generation:
TPAMI 2023

ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priors

Chenjie Cao*, Qiaole Dong*, Yanwei Fu

IEEE TPAMI 2023
ECCV 2022

Learning Prior Feature and Attention Enhanced Image Inpainting

Chenjie Cao*, Qiaole Dong*, Yanwei Fu

ECCV 2022
CVPR 2022

Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding

Qiaole Dong*, Chenjie Cao*, Yanwei Fu

CVPR 2022
CVPR 2024

LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion Model

Chenjie Cao, Yunuo Cai, Qiaole Dong, Yikai Wang, Yanwei Fu

CVPR 2024
TMLR 2024

Repositioning the Subject within Image

Yikai Wang, Chenjie Cao, Ke Fan, Qiaole Dong, Yifan Li, Xiangyang Xue, Yanwei Fu

TMLR 2024
Others:
CVPR 2023

Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction

Xiang Li*, Xuelin Qian*, Litian Liang*, Lingjie Kong, Qiaole Dong, ..., Yanwei Fu

CVPR 2023