JOURNAL EDITORSHIP (IS SERVING/SERVED):
Associate Editor (AE), IEEE Transactions on Image Processing (IEEE TIP, CCF-Rank A), Submit
Associate Editor (AE), IEEE Transactions on Big Data (IEEE TBD, Top SCI Journal in Big Data), Submit
Associate Editor (AE), Pattern Recognition (Elsevier PR, CCF-Rank B), Submit
Associate Editor (AE), Neural Networks (Elsevier NN, CCF-Rank B), Submit
Young Associate Editor (AE), Frontiers of Computer Science (Springer FCS, CCF-Rank B), Submit
Associate Editor (AE), Signal Processing (Elsevier SIGPRO), Submit
Associate Editor (AE), Neurocomputing (Elsevier NEUCOM), Submit
Associate Editor (AE), Neural Processing Letters (Springer NPL), Submit
Associate Editor (AE), IET Image Processing (IET-IPR), Submit
Guest Editor (GE), Springer-Nature (SN) Computer Science Special Issue (SI) on New Trends of Neural Computing Techniques for Artificial Intelligence Applications (Submission deadline: Nov 1, 2022), Submit
Managing Guest Editor (MGE), Journal of Visual Communication and Image Representation (Elsevier JVCIR) Special Issue (SI) on Deep Low-Rank and Sparse Analytics for Robust Visual Intelligence (Submission deadline: Oct 20, 2020), Submit
Managing Guest Editor (MGE), Image and Vision Computing (Elsevier IMAVIS) Special Issue (SI) on Deep Cross-Media Neural Model for Generating Image Descriptions (Submission deadline: Sep 10, 2020), Submit
Managing Guest Editor (MGE), Neurocomputing (Elsevier NEUCOM) Special Issue (SI) on Deep Dictionary Learning: Algorithm, Theory and Application (Submission deadline: April 30, 2020), Submit
CONFERENCE SERVICE:
Organizing Committee Member:
Program Chair, 2024 International Conference on Pattern Analysis and Machine Intelligence (ICPAMI 2024), Shanghai, China, August 30 to September 1, 2024.
Program Chair, 3rd Asia Conference on Algorithms, Computing and Machine Learning (CACML 2024), Shanghai, China, March 22-24, 2024.
Program Chair, International Conference on Intelligent Computing and Robotics (ICICR 2024), Dalian, China, April 12-14, 2024.
Thematic Forum Chair, The 7th Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2024), Xinjiang, China, Sep 13-15, 2024.
General Co-Chair/Program Co-Chair, International Conference on Neural Computing for Advanced Applications (NCAA 2023-2020).
Conference Co-Chair, 5th Asia Symposium on Image Processing (ASIP 2023), Tianjin, China, June 15-17, 2023.
Program Chair, International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2023-2022).
Program Chair, International Conference on Data Storage and Data Engineering (DSDE 2024-2021).
Special Session Co-Organizer, ACM International Conference on Multimedia Retrieval (ICMR 2021) Special Session on Delving into Vision and Language Intelligence (ICMR-DVLI 2021, Taipei, Taiwan, July 12-15, 2021).
Workshop Chair, 16th International Conference on Advanced Data Mining and Applications (ADMA 2020), November 12-14, 2020.
Area Chair (AC) / Senior Program Committee (SPC) Member:
Area Chair (AC), ACM International Conference on Multimedia (ACM MM 2023, 2021)
SPC member, AAAI Conference on Artificial Intelligence (AAAI 2024, 2022)
SPC member, International Joint Conference on Artificial Intelligence (IJCAI 2024-2023, 2021-2020)
SPC member, SIAM International Conference on Data Mining (SDM 2021)
SPC member, European Conference on Artificial Intelligence (ECAI 2023, 2020)
SPC member, Pacific Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2024, 2021-2017)
Area Chair (AC), British Machine Vision Conference (BMVC 2023-2018, 2016-2015)
Area Chair (AC), IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025)
Area Chair (AC), IEEE International Conf. on Tools with Artificial Intelligence (ICTAI 2019-2018)
PC Member/Reviewer for International Conferences:
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023-2019)
Conference on Neural Information Processing Systems (NeurIPS 2023-2022)
ACM International Conference on Multimedia (ACM MM 2022, 2020-2019)
International Conference on Learning Representations (ICLR 2024-2022)
IEEE International Conference on Computer Vision (ICCV 2023, 2021, 2019)
European Conference on Computer Vision (ECCV 2022, 2020)
International Conference on Machine Learning (ICML 2022)
AAAI Conference on Artificial Intelligence (AAAI 2023, 2021-2018)
International Joint Conference on Artificial Intelligence (IJCAI 2022, 2019-2018)
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2022-2020)
IEEE International Conference on Data Mining (ICDM 2023-2018)
ACM International Conf. on Information and Knowledge Management (CIKM 2019)
SIAM International Conference on Data Mining (SDM 2020-2019, 2017-2015)
CCF International Conference on Artificial Intelligence (CCF-ICAI 2020-2018)
ICASSP, ICPR, PRICAI, IEEE BigData, ACCV, WACV, ACM MM Asia, ......
PC Member for Domestic Conferences:
China Conference on Data Mining (中国数据挖掘会议, CCDM 2022, 2020, 2018), China
China Conference on Machine Learning (中国机器学习会议, CCML 2023, 2021, 2019), China
Chinese Conference on Pattern Recognition and Computer Vision (中国模式识别与计算机视觉会议, PRCV 2022-2021), China
China Multimedia Conference (中国多媒体大会, ChinaMM 2023, 2022), China
CCF Conference on Artificial Intelligence (中国计算机学会人工智能大会, CCFAI 2023, 2021, 2019, 2017), China
JOURNAL REVIEWER (FREQUENTLY INVITED):
ACM Transactions on Knowledge Discovery from Data (ACM TKDD)
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
ACM Transactions on Intelligent Systems and Technology (ACM TIST)
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)
IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE)
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS)
IEEE Transactions on Cybernetics (IEEE TCYB, previously called IEEE TSMC-B)
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)
Elsevier Pattern Recognition (PR)
Elsevier Neural Networks (NN)
Elsevier Image and Vision Computing (IVC)
Elsevier Information Sciences (INS)
Springer Frontiers of Computer Science (FCS)
《计算机学报》
《软件学报》
《自动化学报》
《计算机研究与发展》
......
PROFESSIONAL ORGANIZATION:
CCF Distinguished Member, IEEE Senior Member, CAAI Senior Member, CAA Senior Member
Executive member, CCF Technical Committee on Multimedia Technology (CCF-MM)
Executive member, CCF Technical Committee on Computer Vision (CCF-CV)
Executive member, CCF Technical Committee on Artificial Intelligence & Pattern Recognition (CCF-AIPR)
Member, CAA Technical Committee on Pattern Recognition and Machine Intelligence (CAA-PRMI)
INVITED TALKS:
Deep Representation Learning for Degraded Image Restoration and Enhancement, 5th International Conference on Computer Vision, Image and Deep Learning (CVIDL 2024), Zhuhai, Guangdong, China, April 19-21, 2024 (国际学术会议特邀报告，Keynote Speaker)
Deep Representation Learning for Degraded Image Restoration and Enhancement, International Conference on Intelligent Computing and Robotics (ICICR 2024), Dalian, China, April 12-14, 2024 (国际学术会议特邀报告，Keynote Speaker)
Visual Computing for Degraded Image Restoration and Enhancement, 2024 International Conference on Intelligent Computing and Robotics (DSDE 2024), Dalian, China, April 12-14, 2024 (国际学术会议特邀报告，Keynote Speaker)
Visual Computing for Data-Driven Single Image Restoration, 2023 International Conference on Optics, Imaging and Computer Vision (OMCV 2023), Haikou, China, December 8-10, 2023 (国际学术会议特邀报告，Keynote Speaker)
Noise is All You Need for Low-Light Image Enhancement, 2023 International Conference on Big Data, Computational Intelligence and Applications (BDCIA 2023), Huanggang, China, November 3-4, 2023 (国际学术会议特邀报告，Keynote Speaker)
Noise is All You Need for Low-Light Image Enhancement, 2023 International Summit on Robotics and Artificial Intelligence (ISRAI 2023), London, UK, August 14-16, 2023 (国际学术会议特邀报告，Keynote Speaker)
Visual Computing for Degraded Image Restoration and Enhancement, 2023 Asia Conference on Computer Vision, Image Processing and Pattern Recognition (CVIPPR 2023), Phuket, Thailand, April 28-30, 2023 (国际学术会议特邀报告，Keynote Speaker)
Deep Learning for Degraded Image Restoration: Introduction and Recent Advances, 2022 International Conference on Big Data Engineering and Education (BDEE 2022), Chengdu, China, Aug 5-7, 2022 (国际学术会议特邀报告，Invited Speaker)
Deep Learning for Degraded Image Restoration: Introduction and Recent Advances, 4th Asia Symposium on Image Processing (ASIP 2022), Guangzhou, China, July 23-25, 2022 (国际学术会议特邀报告，Invited Speaker)
面向降质图像复原的视觉计算研究，第九届中国数据挖掘会议 (CCDM 2022) 青年学者论坛，中国桂林，2022年7月 (国内学术会议论坛特邀报告，Invited Speaker)
Robust Low-Rank Representation Learning: From Shallow to Deep Models, 2021 International Conference on Neural Computing for Advanced Applications (NCAA 2021), Guangzhou, China, Aug 27-30, 2021 (国际学术会议特邀报告，Invited Speaker and Distinguished Lecturer)
Robust Low-Rank Representation Learning: From Shallow to Deep Models, 2021 International Conference on Image Processing and Intelligent Control (IPIC 2021), Virtual Conference, July 22-24, 2021 (国际学术会议特邀报告，Invited Speaker)
面向视觉分析与图像复原的表示学习，2019年CCF理论计算机科学专委聚类分析及应用研讨会，中国长沙，2019年10月 (国内学术研讨会报告，Invited Speaker)
Kernelized Label Propagation Frameworks by Mapping for Semi-Supervised Classification, 2019年第八届江苏省计算机大会 (JSCC 2019) 青年计算机精英论坛，江苏省计算机学会，中国南京，2019年6月 (国内学术论坛特邀报告，Invited Speaker)