📝 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^✉ |