Qianyu He
Qianyu He has 2 papers in our library, in 2023–2026, most of them on Evaluation & benchmarks; often with Fei Yu, Jiaqing Liang, Jie Zeng.
OpenAlex · ORCID · h-index 15 · 57 works · 1,012 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 89 times in our library · ⭐ Paper Stars ranking: #8209
Affiliations
🎓Fudan UniversityShanghai ·
China2023–2025 · 15 papers🎓Heilongjiang Bayi Agricultural UniversityDaqing ·
China2014–2025 · 10 papers🏛️Chinese Academy of SciencesBeijing ·
China2009–2022 · 8 papers🎓Center for Excellence in Molecular Plant SciencesShanghai ·
China2009–2015 · 7 papers🔬Shanghai Institutes for Biological SciencesShanghai ·
China2009–2015 · 7 papers
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 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Evaluation & benchmarks · 1 work
Works by year
2020s
Papers
- Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation (2023 · 34 citations)
Benchmarks such as MMLU, BIG-bench and HELM quickly become too easy for modern LLMs and may leak into their training data. - Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following (2026 · 3 citations)
Language models often fail to satisfy instructions that contain several constraints at once. Existing RL methods for this problem depend on stronger models or human annotators for rewards, and multi-constraint tasks give sparse rewards. The authors propose a self-supervised RL framework in which reward signals come…
Co-authors here
- Fei Yu
- Jiaqing Liang
- Jie Zeng
- Lin Zhang
- Qingyu Ren
- Rui Xu
- Sihang Jiang
- Yanghua Xiao
- Yixin Zhu
- Zhouhong Gu
- Zihan Li
Venues
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/qianyu-he/