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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jiacheng Shen

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Book Open access Oct 2026

Extender: A Multi-agent System for Code Extensibility Review

Software systems must evolve as requirements and environments change, which makes extensibility a central quality goal. The SOLID principles, five object-oriented design principles, are widely endorsed in software engineering practice to evaluate software quality. However, automatically detecting violations of SOLID pr...

Jia-He Chen, Jia-Cheng Shen · 0 citations
Jul 2026

SmartGen: Seamless Disaggregated LLM Inference with Selective KV Cache Transfer

SmartGen is designed, a KV cache transfer engine that allows seamless disaggregated LLM inference with three data transfer paths that reduces time-to-second-token by up to 4.3x compared with the typical full KV cache transfer approach while offering comparable subsequent decoding performance and accuracy.

Xuchuan Luo, Jiacheng Shen, Xin Wang et al. · 2 citations · ⚡1

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