3 papers
cs.CR2025
X-PRINT:Platform-Agnostic and Scalable Fine-Grained Encrypted Traffic Fingerprinting
YuKun Zhu, ManYuan Hua, Hai Huang +7
Although encryption protocols such as TLS are widely de-ployed,side-channel metadata in encrypted traffic still reveals patterns that allow application and behavior inference.How-e…
cs.CV2025
Continual Cross-Modal Generalization
Yan Xia, Hai Huang, Minghui Fang +1
Cross-modal generalization aims to learn a shared discrete representation space from multimodal pairs, enabling knowledge transfer across unannotated modalities. However, achieving…
cs.LG2025
Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning
Sashuai Zhou, Hai Huang, Yan Xia
Multi-modal models excel in cross-modal tasks but are computationally expensive due to their billions of parameters. Parameter-efficient fine-tuning (PEFT) offers a solution by add…