科学研究情况
1、承担项目情况
1. 2023.03-2025.02：项目负责人. "信息不完全条件下基于因果迁移的船舶动态预测方法研究", 辽宁省自然科学基金、面上项目.
2. 2019.01-2021.12：项目负责人. "面向海-气多要素时空大数据的判别结构学习模型和算法研究"，国家自然科学基金、青年基金.
3. 2019.06-2020.05：项目负责人. "联合能量泛函与深度学习的云微物理量反演"，中国博士后科学基金、特别资助.
4. 2018.05-2019.12：项目负责人. "基于张量分解的海-气大数据结构学习模型与算法研究"，中国博士后科学基金、面上项目（二等）.
2、发表学术论文情况
1. Yuhan Guo; Yiyang Wang*; Jiaqi Zhou; Jun Wang; Domain-adapted feature transfer: a generalized framework for short-term vessel speed prediction, Ocean Engineering (OE), 2023, 280: 114536. 中科院一区(Top). JCR-Q1.
2. Dafeng Wang; Hongbo Liu; Naiyao Wang; Yiyang Wang; Hua Wang; S. Mcloone; SEEM: a sequence entropy energy-based model for pedestrian trajectory all-then-one prediction. IEEE T. on Pattern Analysis and Machine Intelligence (TPAMI), 2023, 45(1): 1070-1086. CCF-A.
3. Long Ma; Risheng Liu; Yiyang Wang; Xin Fan; Zhongxuan Luo; Low-light image enhancement via self-reinforced retinex projection model. IEEE T. on Multimedia (TMM), 25: 3573-3586. CCF-B.
4. Jun Wang; Yuhan Guo; Yiyang Wang*; A sequential random forest for short-term vessel speed prediction, Ocean Engineering (OE), 2022, 248: 110691. 中科院一区(Top). JCR-Q1.
5. Jun Wang; Wenjing Zhang; Yiyang Wang*; The sensitivity to metocean data on using data-driven methods for a Valemax vessel speed prediction, Ocean Engineering (OE), 2022, 252: 111155. 中科院一区(Top). JCR-Q1.
6. Yiyang Wang*; Long Ma; Risheng Liu; A convergent framework with learnable feasibility for Hadamard-based image recovery. Computer Vision and Image Understanding (CVIU), 202:103095, 2021. CCF-B.
7. Yiyang Wang; Risheng Liu; Long Ma; Xiaoliang Song; Task embedded coordinate update: a realizableframework for multivariate non-convex optimization. AAAI Conference on Artificial Intelligence (AAAI), 1650-1657, 2019. CCF-A.
8. Risheng Liu; Long Ma; Yiyang Wang; Lei Zhang; Learning converged propagations with deep prior ensemble for image enhancement. IEEE Transactions on Image Processing (TIP), 28(3):1528-1543, 2019. CCF-A.
9. Yiyang Wang; Risheng Liu; Xiaoliang Song; Zhixun Su; A nonlocal L0 model with regression predictor for saliency detection and extension. The Visual Computer (TVC), 33(11):1467-1482, 2017. JCR-Q2.
10. Yiyang Wang; Risheng Liu; Xiaoliang Song; Zhixun Su; Linearized alternating direction method with penalization for nonconvex and nonsmooth optimization. AAAI Conference on Artificial Intelligence (AAAI), 798-804, 2016. CCF-A.
3、获得授权专利情况
4、出版学术专著情况
