Author

Shi-song Wu

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Open access Aug 2026

Unsupervised Cross-Modal Hashing Algorithms for Web Multimedia Retrieval

With the Web witnessing a rapid surge in multimodal data, it’s becoming increasingly vital to develop efficient and budget-friendly cross-modal (CM) retrieval techniques to elevate the user experience in Web applications. Traditional hashing methods, however, often neglect the valuable semantic information hidden withi...

Yang-Hao Li, Zhao-jie Dong, Shi-Song Wu et al. · Journal of Web Engineering · 0 citations

Aug 2026

Efficient sparse low-rank adaptation for large language models.

Parameter-efficient fine-tuning (PEFT) methods adapt foundation models to specific domains by selectively updating only a small subset of critical parameters, significantly reducing computational costs. Among these methods, Sparse Low-Rank Adaptation (SoRA) has emerged as an effective approach for fine-tuning large lan...

Jun-Ren Qiao, Shi-Song Wu, Wen-Qing Su · Neural Networks · 0 citations