Signal Processing
Multimedia Signal Representation
Signal Reconstruction
Institute of Media, Information, and Network
Laboratory research direction
Computer Vision
Generative Learning
Visual Foundation Model
Machine Learning
Large Model Compression
Reinforcement Learning
Federated Learning
Multimedia Communication
Task-Oriented Transmission Optimization
Adaptive Video Streaming
360-Degree Video Streaming System
Latest News
集成电路先进制程的半导体工艺大模型
Caiyi Yang's paper was accepted by International Conference on Machine Learning (ICML 2026) , Seoul, South Korea, July 2026.
Bowen Shi's paper was accepted by International Conference on Machine Learning (ICML 2026) , Seoul, South Korea, July 2026.
Xinyu Peng's paper was accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026
Yifan Zhao's paper was accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025
Paper publication
Information-Theoretic Optimization for Task-Adapted Compressed Sensing Magnetic Resonance Imaging
Xinyu Peng, Ziyang Zheng, Wenrui Dai, Duoduo Xue, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong, "," accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026.
Sparse Representation via Unfolding l0-Regularized Dictionary Learning for Image Restoration
Yifan Zhao, Ziyang Zheng, Wenrui Dai, Yong Li, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong, "," accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025.
ST-DAGCN: Spatial-Temporal Directed Acyclic Graph Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification
Rui Yang, Wenrui Dai, Huajun She, Yiping P. Du, Dapeng Wu, Hongkai Xiong, "," accepted by IEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2026.
Stable Representation Learning via Generalized Learnable Graph Scattering Transform
Shiyu Liu, Wenrui Dai, Shaohui Li, Ziyang Zheng, Junni Zou, Hongkai Xiong, "," accepted by IEEE Transactions on Signal Processing (TSP), 2026.