Shuai Ren
Shuai Ren has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks; often with Hao Wang, Guangyi Liu, Pengxiang Zhao.
OpenAlex · h-index 1 · 6 works · 9 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 8 times in our library · ⭐ Paper Stars ranking: #10072
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksHuman-Computer Interaction · 1 work
🧭 Topics 1Research subjects and languages the work is about.Evaluation & benchmarks · 1 work
Works by year
2020s
Papers
- LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark (2026 · 9 citations)
Mobile GUI agents built on large language models often fail in rare, app-specific situations that pre-training or fine-tuning cannot fully cover. - SOLAR-RL: Semi-Online Long-horizon Assignment Reinforcement Learning (2026)
The paper targets long-horizon navigation for GUI agents built on MLLMs. Offline RL on step-level data ignores trajectory-wide outcomes, while online RL is costly and unstable on workflows of 30+ steps. Both suffer from the credit assignment problem. SOLAR-RL takes a semi-online route: it simulates online feedback…
Co-authors here
- Hao Wang ×2
- Guangyi Liu
- Pengxiang Zhao
- Siheng Chen
- WenHao Wang
- Yaozhen Liang
- Yuxiang Chai
- Zhengxi Lu
- Zhiming Chen
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Cited by
Updated
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