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Author

Yu Yang

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2026

ConfigTransLE: Large Language Models Enhanced Network Configuration Translation

Network device replacement, relocation, and vendor migration often require existing configurations to be translated to devices from different manufacturers while preserving network policies and operational behaviors. However, manual configuration translation is labor-intensive and requires substantial expertise, especi...

Fu-Liang Li, Naigong Zheng, Bo-Cheng Liang et al. · 0 citations
Book Open access Aug 2026

Decomposing Predictive Roles of Semantic and Collaborative Information for Sequential Recommendation

Sequential recommendation benefits from incorporating item textual semantics in addition to interaction-based collaborative signals. However, many existing methods simply concatenate or jointly encode semantic and collaborative features, without explicitly modeling how each source contributes to next-item prediction. A...

Jiangnan Xia, Yu Yang, Xiang Wang et al. · 0 citations
Book Open access Aug 2026

Certified Signed Graph Unlearning

Certified Signed Graph Unlearning (CSGU) is proposed, which leverages the sociological principles underlying signed graphs, providing provable privacy guarantees while maintaining model utility.

Junpeng Zhao, Lin Li, Yu Yang et al. · 0 citations
Book Aug 2026

Certified Signed Graph Unlearning

Certified Signed Graph Unlearning (CSGU) is proposed, which leverages the sociological principles underlying signed graphs, providing provable privacy guarantees while maintaining model utility.

Junpeng Zhao, Lin Li, Yu Yang et al. · 0 citations

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