唐廠

唐廠，男，中國地質大學（武漢）計算機學院教授，博士生導師，湖北省“楚天學子”，入選2019年武漢市朝陽計畫。

基本介紹

• 中文名：唐廠
• 學位/學歷：博士
• 職業：教師
• 專業方向：機器學習和計算機視覺
• 任職院校：中國地質大學（武漢）計算機學院

個人經歷

2016年博士畢業於天津大學電子信息工程學院信息與通信工程專業。曾於2014年9月至2015年9月在澳大利亞University of Wollongong計算機科學與技術學院交流學習一年。

社會兼職

IEEE, CCF會員，CAAI終身會員，CCF理論計算機科學專委委員和全國高校大數據教育聯盟專委委員, 中國人工智慧學會會刊CAAI Transactions on Intelligence Technology青年編委。SCI期刊BioMed Research International和BMC Bioinformatics的Associate Editor。

研究方向

主要研究方向包括：機器學習和計算機視覺。

學術成果

近5年以來主持國家自然科學基金青年基金項目一項，“地大學者”青年優秀人才項目一項，湖北省智慧型地學信息處理重點實驗室開放基金一項，入選2019年武漢市青年科技朝陽計畫。以第一作者身份發表SCI檢索期刊學術論文和CCF A類會議論文總計30餘篇，與他人合作發表論文多篇, ESI高被引論文一篇。此外，還擔任IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)，IEEE Transactions on Image Processing (IEEE TIP), IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS)，IEEE Transactions on Multimedia（IEEE TMM），IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)，IEEE Transactions on Cybernetics(IEEE TCyB), IEEE Signal Processing Letters(SPL)，Pattern Recognition(PR), Multimedia Tools and Applications(MTAP)，Optics Express(OE)，Biomedical Optics Express(BOE)等SCI期刊以及國際人工智慧和計算機視覺領域頂級會議IJCAI 2018/2019/2020，ICME 2018/2019/2020，AAAI 2019/2020, CVPR 2019/2020, ICCV 2019 等的程式委員會委員。

代表性論文如下：

Chang Tang, Xinwang Liu, Xiao Zheng, Wanqing Li, Jian Xiong, Lizhe Wang, Albert Zomaya, Antonella Longo, "DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Discriminative Multi-scale Deep Features", IEEE Transactions on Pattern Analysis and Machine Intelligence (Accepted), 2020.

Tang Chang, Xiao Zheng, Xinwang Liu, Wei Zhang, Jing Zhang, Jian Xiong, and Lizhe Wang. "Cross-view Locality Preserved Diversity and Consensus Learning for Multi-view Unsupervised Feature Selection." IEEE Transactions on Knowledge and Data Engineering (Accepted), 2021.

Chang Tang, Xinwang Liu, Shan An, Pichao Wang, "BR2Net: Defocus Blur Detection via a Bi-directional Channel Attention Residual Refining Network", IEEE Transactions on Multimedia (IEEE T-MM), Accepted,

Chang Tang, Xinwang Liu, Xinzhong Zhu, En Zhu, Kun Sun, Pichao Wang, Lizhe Wang, Albert Zomaya, "R2MRF: Defocus Blur Detection via Recurrently Refining Multi-scale Residual Features", AAAI Conference on Artificial Intelligence (AAAI), 2020. (CCF A)

Chang Tang, Xinwang Liu, Xinzhong Zhu, En Zhu, Zhigang Luo, Lizhe Wang, Wen Gao, "CGD: Multi-view Clustering via Cross-view Graph Diffusion", AAAI Conference on Artificial Intelligence (AAAI), 2020. (CCF A)

Chang Tang, Xinwang Liu, Xinzhong Zhu, Lizhe Wang, Albert Zomaya, "DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-scale Deep Features", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2700-2709, 2019. (CCF A)

Chang Tang, Xinwang Liu, Xinzhong Zhu, Pichao Wang, "Salient Object Detection via Recurrently Aggregating Spatial Attention Weighted Cross-level Deep Features", IEEE International Conference on Multimedia and Expo (ICME), 1546-1551, 2019. (CCF B)

Chang Tang, Xinzhong Zhu, Xinwang Liu, Miaomiao Li, Pichao Wang, Changqing Zhang and Lizhe Wang, "Learning a Joint Affinity Graph for Multiview Subspace Clustering", IEEE Transactions on Multimedia (IEEE T-MM), 21(7), 1724-1736, 2019. (CCF B)

Chang Tang, Xinzhong Zhu, Xinwang Liu, Lizhe Wang, "Cross-view Local Structure Preserved Diversity and Consensus Learning for Multi-view Unsupervised Feature Selection", AAAI Conference on Artificial Intelligence (AAAI), 5101-5108, 2019. (CCF A)

Chang Tang, Xinwang Liu, Pichao Wang, Changqing Zhang, Miaomiao Li, Lizhe Wang, "Adaptive Hypergraph Learning for Multi-label Image Annotation", IEEE Transactions on Multimedia (IEEE T-MM), 21(11), 2837-2849, 2019. (CCF B)

Chang Tang, Xinwang Liu, Xinzhong Zhu, Jian Xiong, Miaomiao Li, Jingyuan Xia, Xiangke Wang, Lizhe Wang, "Feature Selective Projection with Low-Rank Embedding and Dual Laplacian Regularization", IEEE Transactions on Knowledge and Data Engineering (IEEE T-KDE), 2019. (CCF A)

Chang Tang, Meiru Bian, Xinwang Liu, Miaomiao Li, Hua Zhou, Pichao Wang, Hailin Yin, "Unsupervised Feature Selection via Latent Representation Learning and Manifold Regularization", Neural Networks, 117, 163-178, 2019. (CCF B)

Chang Tang, Wanqing Li, Pichao Wang, Lizhe Wang "Online Action Recognition Based on Incremental Learning of Weighted Covariance Descriptors", Information Sciences, 467, 219-237 , 2018. (CCF B)

Xinwang Liu, Xinzhong Zhu, Miaomiao Li, Lei Wang, Chang Tang, Jianping Yin, Dinggang Shen, Huaimin Wang, Wen Gao, "Late Fusion Incomplete Multi-view Clustering", IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI), 41(10), 2410 - 2423, 2019. (CCF A)

Xinwang Liu, Miaomiao Li, Chang Tang, Jingyuan Xia, Jian Xiong, Li Liu, Marius Kloft, En Zhu, "Efficient and Effective Regularized Incomplete Multi-view Clustering", IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI), 2020.

審稿期刊和目錄：

期刊：

IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)

IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS)

IEEE Transactions on Image Processing (IEEE TIP)

IEEE Transactions on Multimedia (IEEE TMM)

IEEE Transactions on Cybernetics (IEEE TCyB)

IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)

IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS)

IEEE Signal Processing Letters(SPL)

Pattern Recognition (PR)

Knowledge-based System (KBS)

Multimedia Tools and Applications(MTAP)

Optics Letters (OL)

Biomedical Optics Express(BOE)

會議：

CVPR 2019/2020/2021/2022

ICCV 2019/2021

AAAI 2019/2020/2021/2022

ICME 2018/2019/2020/2021/2022

IJCAI 2018/2019/2020/2021/2022