most citedRevolutionizing Newcomers' Onboarding Process in OSS Communities: The Future AI Mentor

7 citations · 7 across the 2 of their papers we have counts for

collaborators

7 papers

cs.SE2025

Decoding Human-LLM Collaboration in Coding: An Empirical Study of Multi-Turn Conversations in the Wild

Binquan Zhang, Li Zhang, Haoyuan Zhang +5

Large language models (LLMs) are increasingly acting as dynamic conversational interfaces, supporting multi-turn interactions that mimic human-like conversation and facilitate comp…

cs.SE2025

Are They All Good? Evaluating the Quality of CoTs in LLM-based Code Generation

Binquan Zhang, Li Zhang, Zhiwen Luo +4

Large language models (LLMs) have demonstrated impressive performance in code generation, particularly when augmented with chain-of-thought (CoT) prompting techniques. They break d…

cs.SE2025

RepoScope: Leveraging Call Chain-Aware Multi-View Context for Repository-Level Code Generation

Yang Liu, Li Zhang, Fang Liu +6

Repository-level code generation aims to generate code within the context of a specified repository. Existing approaches typically employ retrieval-augmented generation (RAG) techn…

cs.SE2025

EfficientEdit: Accelerating Code Editing via Edit-Oriented Speculative Decoding

Peiding Wang, Li Zhang, Fang Liu +7

Large Language Models (LLMs) have demonstrated remarkable capabilities in code editing, substantially enhancing software development productivity. However, the inherent complexity…

cs.SE20257 cited

Revolutionizing Newcomers' Onboarding Process in OSS Communities: The Future AI Mentor

Xin Tan, Xiao Long, Yinghao Zhu +3

Onboarding newcomers is vital for the sustainability of open-source software (OSS) projects. To lower barriers and increase engagement, OSS projects have dedicated experts who prov…

cs.SE2025

CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation

Peiding Wang, Li Zhang, Fang Liu +4

Large Language Models (LLMs) have demonstrated exceptional performance in code generation tasks and have become indispensable programming assistants for developers. However, existi…