3 papers
cs.LG2025
What Lurks Within? Concept Auditing for Shared Diffusion Models at Scale
Xiaoyong Yuan, Xiaolong Ma, Linke Guo +1
Diffusion models (DMs) have revolutionized text-to-image generation, enabling the creation of highly realistic and customized images from text prompts. With the rise of parameter-e…
eess.SP2024
S-RAN: Semantic-Aware Radio Access Networks
Yao Sun, Lan Zhang, Linke Guo +3
Semantic communication (SemCom) has been a transformative paradigm, emphasizing the precise exchange of meaningful information over traditional bit-level transmissions. However, ex…
cs.IT2024
Improving Channel Resilience for Task-Oriented Semantic Communications: A Unified Information Bottleneck Approach
Shuai Lyu, Yao Sun, Linke Guo +4
Task-oriented semantic communications (TSC) enhance radio resource efficiency by transmitting task-relevant semantic information. However, current research often overlooks the inhe…