--- title: "Shu Yang — author profile and papers — Elamur Research" description: "Shu Yang, The Affiliated Taizhou People's Hospital of Nanjing Medical University: 5 papers on Elamur Research (2025–2026), h-index 13…" canonical: "https://research.elamur.ai/free/en/authors/shu-yang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shu-yang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shu Yang # Shu Yang Shu Yang has 5 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Derek F. Wong](https://md.research.elamur.ai/free/en/authors/derek-f-wong/), [Di Wang](https://md.research.elamur.ai/free/en/authors/di-wang/), [Junchao Wu](https://md.research.elamur.ai/free/en/authors/junchao-wu/). 5 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5100689675) · [ORCID](https://orcid.org/0000-0003-1587-0474) · [**h-index 13**](https://openalex.org/authors/A5100689675) · [73 works](https://openalex.org/works?filter=author.id:A5100689675) · [778 citations](https://openalex.org/works?filter=author.id:A5100689675&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/shu-yang/#papers) · [🔗 Cited 99 times in our library](https://md.research.elamur.ai/free/en/authors/shu-yang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4931](https://md.research.elamur.ai/free/en/paper-stars/page/50/#star-4931) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Shu+Yang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shu+Yang) · [dblp](https://dblp.org/search?q=Shu+Yang) · [ACL Anthology](https://aclanthology.org/search/?q=Shu+Yang) ## Affiliations [🏥**Jiangsu Province Hospital** Nanjing · China 2024–2026 · 2 papers*current*](https://ror.org/04py1g812) · [🎓**King Abdullah University of Science and Technology** Jeddah · Saudi Arabia 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/king-abdullah-university-of-science-and-technology/) · [🎓**Nanjing Medical University** Nanjing · China 2026 · 2 papers*current*](https://ror.org/059gcgy73) · [🏥**The Affiliated Taizhou People's Hospital of Nanjing Medical University** Taizhou · China 2026 · 2 papers*current*](https://ror.org/02fvevm64) · [🎓**Tsinghua University** Beijing · China 2014–2025 · 11 papersEmployment 2022–2025 · Postdoctoral Researcher, Department of Electronic Engineering](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Beijing Institute of Technology** Beijing · China 2015–2025 · 9 papersEmployment 2015–2021 · PHD studentEmployment since 2025 · Assistant Professor, College of education](https://md.research.elamur.ai/free/en/universities/beijing-institute-of-technology/) · [🎓**Shenyang Normal University** Shenyang · China 2008–2011 · 7 papers](https://ror.org/05cdfgm80) · [🎓**Beijing Normal University** Beijing · China 2012–2016 · 6 papers](https://md.research.elamur.ai/free/en/universities/beijing-normal-university/) · [🔬**State Key Laboratory of Earth Surface Processes and Resource Ecology** Beijing 2012–2016 · 6 papers](https://ror.org/050mxte83) · [🎓**Shenzhen University** Shenzhen · China 2018–2025 · 4 papers](https://md.research.elamur.ai/free/en/universities/shenzhen-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 11 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/shu-yang/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/shu-yang/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions](https://md.research.elamur.ai/free/en/papers/wu-2025-survey-llm-generated-text-detection/)** *(2025 · 277 citations)* Text from LLMs such as GPT-4, Claude and PaLM now reads so much like human writing that people spot it only slightly better than chance. 2. **[Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore](https://md.research.elamur.ai/free/en/papers/wu-2025-who-wrote-this-key-zero/)** *(2025 · 17 citations)* Detectors for machine-generated text usually need large labeled training sets (supervised classifiers) or access to the generating model's logits (white-box zero-shot methods such as DetectGPT or Fast-DetectGPT). 3. **[Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs](https://md.research.elamur.ai/free/en/papers/zhou-2026-flattery-motion-benchmarking-analyzing-sycophancy/)** *(2026 · 6 citations)* Video-LLMs often give up on what they actually see in a video when a user pushes a wrong answer. This behaviour is called sycophancy. It has been studied for text LLMs and, to a lesser degree, for image models, but no systematic test existed for video. The authors built ViSE, a benchmark of multiple-choice questions… 4. **[AutoMonitor-Bench: Evaluating the Reliability of LLM-Based Misbehavior Monitor](https://md.research.elamur.ai/free/en/papers/yang-2026-automonitor-bench-evaluating-reliability-llm/)** *(2026 · 2 citations)* LLMs are increasingly used to check other models' outputs and reasoning traces for misbehavior, but it is unclear how reliable these monitors are. 5. **[Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-understanding-mitigating-political-stance-cross/)** *(2026 · 1 citation)* Fine-tuning a large language model on one political topic can shift its stance on unrelated topics as well. ## All works 6 works of theirs in our library, the most cited first; 5 with a page here, the others link their original until we summarise them. 1. **[A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions](https://md.research.elamur.ai/free/en/papers/wu-2025-survey-llm-generated-text-detection/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Junchao Wu, Shu Yang, Runzhe Zhan, et al.*2025 · 277 citations* 2. **[Transferable Curriculum for Weakly-Supervised Domain Adaptation ↗](https://doi.org/10.1609/aaai.v33i01.33014951) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Shu Yang et al.*2019 · 106 citations* 3. **[Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore](https://md.research.elamur.ai/free/en/papers/wu-2025-who-wrote-this-key-zero/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Junchao Wu, Runzhe Zhan, Derek F. Wong, et al.*2025 · 17 citations* 4. **[Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs](https://md.research.elamur.ai/free/en/papers/zhou-2026-flattery-motion-benchmarking-analyzing-sycophancy/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wenrui Zhou, Mohamed Hendy, Shu Yang, et al.*2026 · 6 citations* 5. **[AutoMonitor-Bench: Evaluating the Reliability of LLM-Based Misbehavior Monitor](https://md.research.elamur.ai/free/en/papers/yang-2026-automonitor-bench-evaluating-reliability-llm/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shu Yang, Jingyu Hu, Tong Li, et al.*2026 · 2 citations* 6. **[Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-understanding-mitigating-political-stance-cross/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiayi Zhang, Shu Yang, Junchao Wu, et al.*2026 · 1 citation* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Derek F. Wong](https://md.research.elamur.ai/free/en/authors/derek-f-wong/) ×3 - [Di Wang](https://md.research.elamur.ai/free/en/authors/di-wang/) ×3 - [Junchao Wu](https://md.research.elamur.ai/free/en/authors/junchao-wu/) ×3 - [Lidia S. Chao](https://md.research.elamur.ai/free/en/authors/lidia-s-chao/) ×2 - [Runzhe Zhan](https://md.research.elamur.ai/free/en/authors/runzhe-zhan/) ×2 - [Hanqi Yan](https://md.research.elamur.ai/free/en/authors/hanqi-yan/) - [Jiayi Zhang](https://md.research.elamur.ai/free/en/authors/jiayi-zhang/) - [Lijie Hu](https://md.research.elamur.ai/free/en/authors/lijie-hu/) - [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/) - [Tong Li](https://md.research.elamur.ai/free/en/authors/tong-li/) - [Wenxuan Wang](https://md.research.elamur.ai/free/en/authors/wenxuan-wang/) - [Xuebo Liu](https://md.research.elamur.ai/free/en/authors/xuebo-liu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/): [Computational Linguistics 2025](https://md.research.elamur.ai/free/en/venues/cl/2025/) - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2025](https://md.research.elamur.ai/free/en/venues/coling/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 99 times (of the 149,439 papers whose bibliographies we read); [29 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shu-yang/cited-by/). Updated 31 October 2026