Publications

A collection of my research work.

Predicting the Future by Retrieving the Past

Predicting the Future by Retrieving the Past

Dazhao Du, Tao Han, Song Guo†

The 40th Annual AAAI Conference on Artificial Intelligence (AAAI) 2026

Code
UVENet: A novel end-to-end model for temporal consistency in underwater video enhancement

UVENet: A novel end-to-end model for temporal consistency in underwater video enhancement

Huijie Guo, Dazhao Du, Hongwei Dong, Shouyou Huang, Changwen Zheng, Lingyu Si†

Neural Networks 2026

DOICode
UIEDP: Boosting underwater image enhancement with diffusion prior

UIEDP: Boosting underwater image enhancement with diffusion prior

Dazhao Du, Enhan Li, Lingyu Si, Wenlong Zhai, Fanjiang Xu†, Jianwei Niu, Fuchun Sun

Expert Systems with Applications 2025

DOI
A physical model-guided framework for underwater image enhancement and depth estimation

A physical model-guided framework for underwater image enhancement and depth estimation

Dazhao Du, Lingyu Si, Fanjiang Xu†, Jianwei Niu, Fuchun Sun

arXiv preprint arXiv:2407.04230 2024

Code
Timestamp-supervised action segmentation from the perspective of clustering

Timestamp-supervised action segmentation from the perspective of clustering

Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu†, Fuchun Sun

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI) 2023

DOICode
Preformer: Predictive Transformer with Multi-Scale Segment-Wise Correlations for Long-Term Time Series Forecasting

Preformer: Predictive Transformer with Multi-Scale Segment-Wise Correlations for Long-Term Time Series Forecasting

Dazhao Du, Bing Su†, Zhewei Wei

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023

DOICode
Do we really need temporal convolutions in action segmentation?

Do we really need temporal convolutions in action segmentation?

Dazhao Du, Bing Su†, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan

2023 IEEE International Conference on Multimedia and Expo (ICME) 2023

DOICode
Convolutional Transformer with Similarity-based Boundary Prediction for Action Segmentation

Convolutional Transformer with Similarity-based Boundary Prediction for Action Segmentation

Dazhao Du, Bing Su†, Yu Li, Zhongang Qi, Lingyu Si, Ying Shan

2022 IEEE 34th International Conference on Tools with Artificial Intelligence (ICTAI) 2022

DOI
A molecular multimodal foundation model associating molecule graphs with natural language

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†

arXiv preprint arXiv:2209.05481 2022

Code