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Latest News
Hao Zhang's paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
2024-09-13
Bowen Shi's paper was accepted by IEEE Transactions on Multimedia (TMM), 2024.
2024-08-28
Wenqiang Xu's paper was accepted by ACM International Conference on Multimedia (ACM MM 2024) (Oral)
2024-07-22
Sa Yan's paper was accepted by ACM International Conference on Multimedia (ACM MM 2024)
2024-07-22
Laboratory research direction
Signal Processing
Signal Representation
Graph Signal Processing
Image and Video Compression
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Computer Vision
Unsupervised Learning
Spherical Image Processing
Object Localization and Tracking
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Machine Learning
Neural Network Quantization
Network Architecture Searching
Reinforcement Learning
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Multimedia Communicati...
Adaptive Video Streaming
360-Degree Video Streaming System
Adaptive Streaming for Point Clouds
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Biomedical Informatics
Distributed Learning
Homomorphic Encryption
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Paper publication
Stabilizing and Accelerating Federated Learning on Heterogeneous Data with Partial Client Participation
Hao Zhang, Chenglin Li, Wenrui Dai, Ziyang Zheng, Junni Zou, Hongkai Xiong, accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.
MENSA: Multi-dataset Harmonized Pretraining for Semantic Segmentation
Bowen Shi, Xiaopeng Zhang, Yaoming Wang, Wenrui Dai, Junni Zou, Hongkai Xiong, “MENSA: Multi-dataset Harmonized Pretraining for Semantic Segmentation”, accepted by IEEE Transactions on Multimedia (TMM), 2024.
Point Cloud Upsampling With Geometric Algebra Driven Inverse Heat Dissipation
Wenqiang Xu, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong, accepted by ACM International Conference on Multimedia (ACM MM 2024), Melbourne, Australia, Oct. 2024. (Oral)
Task-Oriented Multi-Bitstream Optimization for Image Compression and Transmission via Optimal Transport
Sa Yan, Nuowen Kan, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, accepted by ACM International Conference on Multimedia (ACM MM 2024), Melbourne, Australia, Oct. 2024.
DCCM: Dual Data Consistency Guided Consistency Model for Inverse Problems
Jiahao Tian, Ziyang Zheng, Xinyu Peng, Yong Li, Wenrui Dai, Hongkai Xiong, accepted by IEEE International Conference on Image Processing (ICIP 2024), Abu Dhabi, United Arab Emirates, Oct. 2024.