Kang Zhou
Kang Zhou has 2 papers in our library, in 2025–2026; often with Kiran Ramnath, Sangmin Woo, Han Ding.
OpenAlex · ORCID · h-index 5 · 23 works · 104 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 43 times in our library · ⭐ Paper Stars ranking: #8043
Affiliations
🏢AmazonSeattle ·
United States2025–2026 · 5 papers🎓City University of Hong KongHong Kong ·
China2024–2026 · 5 papers🔬Peng Cheng LaboratoryShenzhen ·
China2025–2026 · 4 papers🏢Alibaba GroupHangzhou ·
China2026 · 1 paper🎓Wuhan UniversityWuhan ·
China2021–2024 · 10 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 1 work
Works by year
2020s
Papers
- A Systematic Survey of Automatic Prompt Optimization Techniques (2025 · 40 citations)
Large language models react unpredictably to small changes in prompt wording, ordering or formatting. Manual prompt engineering is therefore laborious and quickly becomes outdated as models change. This survey by an Amazon Web Services team reviews black-box Automatic Prompt Optimization (APO): methods that improve… - Learning to Ideate for Machine Learning Engineering Agents (2026 · 2 citations)
Agents for machine learning engineering (MLE) often stop once they have one working solution and do not keep refining it.
Co-authors here
- Kiran Ramnath ×2
- Sangmin Woo ×2
- Han Ding
- Lin Lee Cheong
- Shuai Wang
- Soumya Smruti Mishra
- Xuan Qi
- Yawei Wang
- Yunxiang Zhang
- Zhichao Xu
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
Updated
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