学术论文
1.Zhengzhao Pan, Hua Chen*, Xiaogang Zhang*. DiffAdvMAP: Flexible Diffusion-Based Framework for Generating Natural Unrestricted Adversarial Examples. the 42nd International Conference on Machine Learning (ICML2025,CCF A).
2.Wenbin Yan, Hua Chen*, Qingwei Wu,et al. LFSSMam: Efficient Aggregation of Multi-Spatial-Angular-Modal Information Using Selective SSM for Light Field Semantic Segmentation. IEEE Transactions on Circuits and Systems for Video Technology.2025.early access.(一区TOP)
3. Le Qi
, Xiaogang Zhang* , Hua Chen, et al. A Novel Distributed Orchestration Engine for
Time-Sensitive Robotic Service Orchestration
Based on Cloud-Edge Collaboration.IEEE Transactions on Industrial Informatics.2025,21(5):3943-3954.(一区TOP)
4.Hua Chen, Yu Jiang, Xiaogang Zhang, et al. Spatio-Temporal graph attention network for
sintering temperature long-range forecasting
in rotary kilns. IEEE Transactions on Industrial Informatics. 2023,19(2):1923-1932.(一区TOP)
5.姜羽, 陈华*,张小刚*, 等. 基于启发式时空图神经网络的多变量时序异常检测. 中国科学: 信息科学, 2023, doi: 10.1360/SSI-2022-0425.(院定A类)
6. Xiaogang Zhang ,Yanying Lei , Hua Chen* ,et al. Multivariate time-series modeling for forecasting sintering temperature in rotary kilns using DCGNet. IEEE Transactions on Industrial Informatics. 2021,17(7):4635-4645.(一区TOP)
7. Hua Chen, Tingting Yan, Xiaogang Zhang*. Burning condition recognition of rotary kiln based on spatiotemporal features of flame video. Energy. 211(2020) 118656.(一区TOP)
科研状况
1.多模态数据驱动的燃煤工况检测关键技术研究。国家自然科学基金面上项目,2023-2026,主持。
2.燃煤烧结工况的鲁棒视觉检测方法研究与应用。国家自然科学基金面上项目,2017-2018,主持;
3.熟料质量稳健检测中的关键技术与并行实现方法研究。 国家自然科学基金青年项目,2013-2015,主持;
4.基于相位一致性的燃煤火焰图像分割和视觉特征提取。湖南省自然科学基金面上项目,2018-2020,主持;
5.青岛杰瑞自动化有效公司,分布式海上环境协同感知软件平台研发。横向,2021-2022,主持;
6.哈尔滨工程大学青岛船舶科技有限公司,面向不均衡样本条件下的机器学习算法开发。横向,2020,主持。