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Latest News
Guanghao Zheng's paper was accepted by Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, Dec. 2024.
2024-09-26
Hao Zhang's paper was accepted by Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, Dec. 2024.
2024-09-26
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
Laboratory research direction
Signal Processing
Signal Representation
Graph Signal Processing
Image and Video Compression
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Computer Vision
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Spherical Image Processing
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Machine Learning
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Paper publication
MC-DiT: Contextual Enhancement via Clean-to-Clean Reconstruction for Masked Diffusion Models
Guanghao Zheng, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, Dec. 2024.
Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach
Hao Zhang, Chenglin Li, Nuowen Kan, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong, Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, Dec. 2024.
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)