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cs.SE2026
TeleGen: Improving LLM-Based Web Application Generation via Runtime Telemetry
Yujia Luo, Haonan Zhang, Jiasi Shen +2
Large language models can generate runnable web applications from natural-language requirements, but many generated applications still fail interactive tasks. Existing generate-exe…
cs.SE2026
SWE-NFI: Studying and Benchmarking Coding Agents for Non-Functional Improvements
Pengyu Xue, He Yang Yuan, Xin Wang +6
Although coding agents have achieved impressive performance on correctness-oriented benchmarks, their ability to make behavior-preserving non-functional improvements (NFIs) remains…