GUEST EDITOR

• Special Issue: Learning Efficiently from Limited Resources in the Practical World. Frontiers in Artificial Intelligence (SCI Q2), 2023.
• Special Issue: Advances in Deep Learning and Intelligent Computing. Applied Sciences (SCI Q1), 2024.
• Special Issue: Hardware Acceleration for Continuous Learning on Edge Devices. Applied Sciences (SCI Q1), 2026.

WORKSHOP CHAIR & ORGANIZER

• 2nd Workshop on Efficient Computing under Limited Resources: Visual Computing. International Conference on Computer Vision (ICCV), 2025.
• 3rd International Workshop on Generalizing from Limited Resources in the Open World. International Joint Conference on Artificial Intelligence (IJCAI), 2025.
• 1st International Workshop on Efficient Multimedia Computing under Limited Resources. ACM Multimedia (ACM MM), 2024.
• 2nd International Workshop on Generalizing from Limited Resources in the Open World. International Joint Conference on Artificial Intelligence (IJCAI), 2024.
• 1st International Workshop on Generalizing from Limited Resources in the Open World . International Joint Conference on Artificial Intelligence (IJCAI), 2023.
• Chair of Deep Learning Session. International Conference on Artificial Intelligence and Human-Computer Interaction (ArtInHCI), 2023.
• 1st Conference on Model Compression and Deployment. Chinese Association of Automation (CAA), 2024.
• Forum on Model Compression and Deployment. China Society of Image and Graphics (CSIG), 2023.

CONFERENCE AREA CHAIR

• Neural Information Processing Systems (NeurIPS) 2026
• International Conference on Machine Learning (ICML) 2026
• International Conference on Learning Representations (ICLR) 2026

STANDARDS

• Vice Chair, IEEE P3786 Working Group.

REVIEWER & PROGRAM COMMITTEE

CONFERENCE

• AAAI Conference on Artificial Intelligence (AAAI)
• International Joint Conference on Artificial Intelligence (IJCAI)
• International Conference on Machine Learning (ICML)
• Neural Information Processing Systems (NeurIPS)
• International Conference on Learning Representations (ICLR)
• IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
• IEEE International Conference on Computer Vision (ICCV)
• European Conference on Computer Vision (ECCV)

JOURNAL

• International Journal of Computer Vision (IJCV)
• IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
• IEEE Transactions on Image Processing (TIP)
• IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
• IEEE Transactions on Multimedia (TMM)