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20242026
most citedCoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs

4 citations · 5 across the 9 of their papers we have counts for

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cs.SE2026

OS-Bench: Evaluating SWE Agents on Cross-OS Code Migration

Qirui Jin, Kenan Li, Liao Zhu +8

Language-model (LM) agents are increasingly evaluated on repository-level software engineering (SWE) benchmarks derived from GitHub issues and pull requests. Although these benchma…

cs.SE2026

ChainSWE: Benchmarking Coding Agents on Multi-Bug Software Maintenance

Qirui Jin, Lingching Tung, Kenan Li +12

Language model (LM) agents are increasingly deployed to maintain codebases over extended periods, fixing streams of related defects while carrying context from one fix to the next.…

cs.SE2026

SWE-Edit: Rethinking Code Editing for Efficient SWE-Agent

Yikai Zhang, Jiaxin Pei, Kenan Li +9

Large language model agents have made strong progress on software engineering, yet current systems suffer from a context coupling problem: the standard code editing interface confl…

cs.SE2026

RepoLaunch: Automating Build and Management of Code Repositories across Languages and Platforms

Kenan Li, Rongzhi Li, Linghao Zhang +17

Language model (LM) agents have driven substantial progress in automated software engineering (SWE), yet building and testing software repositories at scale remains a largely manua…

cs.SE2026

Sphinx: Benchmarking and Modeling for LLM-Driven Pull Request Review

Daoan Zhang, Shuo Zhang, Zijian Jin +3

Pull request (PR) review is essential for ensuring software quality, yet automating this task remains challenging due to noisy supervision, limited contextual understanding, and in…