• 注意力感知与显著性计算
       探索针对RGB图像、RGB-D图像、关联图像组、视频序列、光场图像、360°全景图像的显著性目标检测与分割解决方案。

• 开放环境下视觉内容增强
       探索不同环境下各类内容增强问题，包括低光照/雾霾/水下/模糊/反射图像、视频的质量评价/增强/复原/超分辨率重建等。

• 多媒体大数据理解与应用
       探索面向跨媒体、跨模态数据应用的信息处理与内容理解问题，包括文本-视觉指代分割、跨媒体信息检索、视觉问答等。

• 先进机器学习理论与方法
       探索机器学习相关理论、方法与应用，包括连续学习、小样本/零样本学习、弱监督学习、自监督学习、元学习、增量学习等。

• 遥感影像智能解译与分析
       探索针对光学遥感图像/高光谱图像/雷达图像/无人机图像的增强、分类、分割、检索、重建、检测等任务的解决方案。

学术期刊编委（Associate Editor）：

• Neurocomputing (JCR Q1, 中科院二区, IF: 5.719)

• IEEE Journal of Oceanic Engineering (JCR Q1, 中科院二区, IF: 3.554)

• CAAI Transactions on Intelligence Technology (JCR Q1, 中科院二区, IF: 7.985，青年编委)

• Signal, Image and Video Processing (JCR Q2, 中科院四区, IF: 1.894)

• 中国图象图形学报 (中文核心期刊，青年编委)

• 信号处理 (中文核心期刊，青年编委)

学术期刊客座编辑（Guest Editor）：

• IEEE Journal of Oceanic Engineering (JOE, IF: 3.554)

• Signal Processing : Image Communication (SPIC, IF:2.814)

• Multimedia Tools and Applications (MTAP, IF: 2.101)

• 信号处理 (中文核心期刊)

学术期刊审稿人（Reviewer）：

    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

    International Journal of Computer Vision (IJCV)

    IEEE Transactions on Image Processing (TIP)

    IEEE Transactions on Multimedia (TMM)

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

    IEEE Transactions on Neural Networks and Learning System (TNNLS)

    IEEE Transactions on Industrial Electronics (TIE)

    IEEE Transactions on Industrial Informatics (TII)

    IEEE Transactions on Cybernetics (TCyb)

    IEEE Transactions on Geoscience and Remote Sensing (TGRS)

    IEEE Transactions on Computational Imaging (TCI)

    IEEE Transactions on Cognitive and Developmental Systems (TCDS)

    ACM Transactions on Intelligent Systems and Technology (TIST)

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)

    IEEE Journal of Oceanic Engineering (JOE)

    IEEE Geoscience and Remote Sensing Letters (GRSL)

    Pattern Recognition (PR)

    Neurocomputing

    Neural Networks

    IEEE Access

    Pattern Recognition Letters (PRL)

    Image and Vision Computing Journal

    The Visual Computer

    IET Image Processing

    BMC Medical Imaging

    电子学报

    电子与信息学报

    工程科学学报

    中国图象图形学报

    信号处理

    雷达学报

    天津大学学报

学术会议领域主席（Area Chair）/专题主席（Session Chair）/高级程序委员会委员（SPC Member）/程序委员会委员（PC Member）：

    Conference on Neural Information Processing Systems (NeurIPS) 2020, 2021, 2022 

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2022, 2023 

    IEEE International Conference on  Computer Vision (ICCV) 2021, 2023

    IEEE Conference on Machine Learning (ICML) 2021, 2022

    ACM International Conference on Multimedia (ACM MM) 2020, 2021, 2022 

    International Joint Conference on Artificial Intelligence (IJCAI) 2020-2023

    AAAI Conference on Artificial Intelligence (AAAI) 2021, 2022, 2023 (SPC) 

    IEEE International Conference on Multimedia and Expo (ICME) 2020, 2021 (AC), 2022, 2023 (AC)

    IEEE Visual Communications and Image Processing  Conference (VCIP) 2021, 2022

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2019, 2020

    Pacific Conference on Computer Graphics and Applications (PG) 2018, 2020

    IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2018

    Asian Conference on Pattern Recognition (ACPR) 2017

    International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2016, 2022