most citedSolAgent: A Specialized Multi-Agent Framework for Solidity Code Generation

1 citations · 3 across the 14 of their papers we have counts for

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cs.SE2026

PonyEval: Evaluating LLM-Based Program Repair for Capability-Safe and Actor-Oriented Pony Software

Bang Xie, Hao Liu, Zhenyu Shi +8

Repository-level issue-resolution benchmarks have made executable evaluation central to software-engineering agents, but their language coverage remains concentrated in mainstream…

cs.SE2026

OdinEval: A Reproducible Benchmark for LLM-Based Program Repair in the Odin Programming Language

Bang Xie, Hao Liu, Zhiyuan Peng +8

Repository-level repair benchmarks still center on a few mainstream languages, leaving systems languages such as Odin largely untested. We present OdinEval, a reproducible benchmar…

cs.SE2026

AppEval: A Unified Benchmark for LLM-Based Mobile Application Repair in ArkTS, Swift, and Kotlin

Bang Xie, Hao Liu, Zhenyu Shi +11

Repository-level LLM agents are typically evaluated on projects whose tests run on the build host. It remains unclear whether their repairs survive the mobile build-install-launch-…

cs.SE2026

PlayCoder: Making LLM-Generated GUI Code Playable

Zhiyuan Peng, Wei Tao, Xin Yin +3

Large language models (LLMs) have achieved strong results in code generation, but their ability to generate GUI applications, especially games, remains insufficiently studied. Exis…

cs.SE2026★ 1 cited

SolAgent: A Specialized Multi-Agent Framework for Solidity Code Generation

Wei Chen, Zhiyuan Peng, Xin Yin +4

Smart contracts are the backbone of the decentralized web, yet ensuring their functional correctness and security remains a critical challenge. While Large Language Models (LLMs) h…

cs.SE2026★ 1 cited

RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository

Zhiyuan Peng, Xin Yin, Pu Zhao +7

Large language models and agents have achieved remarkable progress in code generation. However, existing benchmarks focus on isolated function/class-level generation (e.g., ClassEv…