I work at Hangzhou Innovation Institute of Beihang University now in Hangzhou. I am now working on underwater vision and robotic vision.

I graduated from Department of Automation, Tsinghua University (清华大学自动化系) with a bachelor’s degree and from the Institute of Software Chinese Academy of Science, University of Chinese Academy of Sciences (中科院软件所) with a master’s degree, advised by Bing Su and Fanjiang Xu.

My research interest includes video understanding, video/image enhancement, and time series forecasting. I am maintaining a popular repository of papers on time series forecasting .

🔥 News

• 2023.04: 🎉 One paper is accepted by IJCAI 2023
• 2023.03: 🎉 One paper is accepted by ICME 2023
• 2023.02: 🎉 One paper is accepted by ICASSP 2023

📝 Publications

🎥 Video Understanding

• IJCAI 2023 (CCF A) Timestamp-Supervised Action Segmentation from the Perspective of Clustering, Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu^✉, Fuchun Sun |
• ICME 2023 (Oral) (CCF B) Do we really need temporal convolutions in action segmentation, Dazhao Du, Bing Su^✉, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan |
• ICTAI 2022 (CCF C) Convolutional Transformer with Similarity-based Boundary Prediction for Action Segmentation, Dazhao Du, Bing Su^✉, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan.

🌊 Underwater Video/Image Enhancement

• ESWA 2024 (CCF C, JCR Q1, IF=7.5) UIEDP: Boosting Underwater Image Enhancement with Diffusion Prior, Dazhao Du, Enhan Li, Lingyu Si, Wenlong Zhai, Fanjiang Xu^✉, Jianwei Niu, Fuchun Sun.
• Arxiv 2024 A Physical Model-Guided Framework for Underwater Image Enhancement and Depth Estimation, Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu^✉, Jianwei Niu, Fuchun Sun.
• Arxiv 2024 End-To-End Underwater Video Enhancement: Dataset and Model, Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu^✉, Jianwei Niu.

📈 Time Series Forecasting

• ICASSP 2023 (CCF B) Preformer: predictive transformer with multi-scale segment-wise correlations for long-term time series forecasting, Dazhao Du, Bing Su^✉, Zhewei Wei |

Others

• Arxiv 2022 A molecular multimodal foundation model associating molecule graphs with natural language, Bing Su, Dazhao Du, Zhao Yang, Yujie Zhou, Jiangmeng Li, Anyi Rao, Hao Sun, Zhiwu Lu, Ji-Rong Wen^✉ |

🥇 Honors and Awards

• 2022.10, National Scholarship, University of Chinese Academy of Sciences
• 2022.10, Merit student, University of Chinese Academy of Sciences
• 2021.10, Merit student, University of Chinese Academy of Sciences

📖 Educations

• 2016.08 - 2020.06, Undergraduate, Department of Automation, Tsinghua University, Beijing.
• 2020.08 - 2023.06, Master, Institute of Software, University of Chinese Academy of Sciences, Beijing.

💻 Internships

• 2022.07 - 2022.11, ByteBrain, ByteDance, Beijing.

👨‍💻 Academic Services

• Conference Reviewer: NeurIPS 2023, ICLR 2024, ICASSP 2024
• Journal Reviewer: Machine Vision and Applications