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cs.SE2026
ReConMem: A Graph-Based Dual Memory System for Repository-Oriented Conversations
Zhishuo Yang, Li Zhang, Yang Liu +2
LLM-based code assistants are increasingly used in iterative repository-level development, where effective assistance requires jointly leveraging evolving conversational history an…
cs.SE2026
RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices
Jia Li, Hongyi Deng, Yiran Zhang +9
Writing code requires significant time and effort in software development. To automate this process, researchers have made substantial progress using Large Language Models (LLMs) f…
cs.SE2026
Benchmarking Requirement-to-Architecture Generation with Hybrid Evaluation
Minxiao Li, Li Zhang, Shuying Yan +4
Software architecture serves as the blueprint of a software system, capturing high-level structural decisions that shape downstream implementation and system quality. Despite this…