3 papers
cs.CV2026
Breaking the accuracy-resource dilemma: a lightweight adaptive video inference enhancement
Wei Ma, Shaowu Chen, Junjie Ye +2
Existing video inference (VI) enhancement methods typically aim to improve performance by scaling up model sizes and employing sophisticated network architectures. While these appr…
cs.CV2025
Optimal Brain Connection: Towards Efficient Structural Pruning
Shaowu Chen, Wei Ma, Binhua Huang +5
Structural pruning has been widely studied for its effectiveness in compressing neural networks. However, existing methods often neglect the interconnections among parameters. To a…
cs.IT2025
Joint Antenna Selection and Beamforming Design for Active RIS-aided ISAC Systems
Wei Ma, Peichang Zhang, Junjie Ye +3
Active reconfigurable intelligent surface (A-RIS) aided integrated sensing and communications (ISAC) system has been considered as a promising paradigm to improve spectrum efficien…