--- title: "Hua Shen — author profile and papers — Elamur Research" description: "Hua Shen, New York University Shanghai: 2 papers on Elamur Research (2023–2025), h-index 17 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/hua-shen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/hua-shen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Hua Shen # Hua Shen Hua Shen has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Binfeng Xu](https://md.research.elamur.ai/free/en/authors/binfeng-xu/), [Dongkuan Xu](https://md.research.elamur.ai/free/en/authors/dongkuan-xu/), [Yuchen Liu](https://md.research.elamur.ai/free/en/authors/yuchen-liu/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5101501252) · [ORCID](https://orcid.org/0000-0002-4928-525X) · [Wikidata](https://www.wikidata.org/wiki/Q130843306) · [**h-index 17**](https://openalex.org/authors/A5101501252) · [107 works](https://openalex.org/works?filter=author.id:A5101501252) · [960 citations](https://openalex.org/works?filter=author.id:A5101501252&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/hua-shen/#papers) · [🔗 Cited 27 times in our library](https://md.research.elamur.ai/free/en/authors/hua-shen/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10420](https://md.research.elamur.ai/free/en/paper-stars/page/105/#star-10420) 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=Hua+Shen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Hua+Shen) · [dblp](https://dblp.org/search?q=Hua+Shen) · [ACL Anthology](https://aclanthology.org/search/?q=Hua+Shen) ## Affiliations [🎓**Nanjing University of Science and Technology** Nanjing · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/nanjing-university-of-science-and-technology/) · [🎓**New York University Shanghai** Shanghai · China 2026 · 1 paperEmployment*current*](https://md.research.elamur.ai/free/en/universities/new-york-university-shanghai/) · [🎓**University of Calgary** Calgary · Canada 2022–2025 · 7 papers](https://md.research.elamur.ai/free/en/universities/university-of-calgary/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2006–2025 · 6 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**University of Washington** Seattle · United States 2024–2025 · 6 papers](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**University of Michigan** Ann Arbor · United States 2023–2024 · 6 papers](https://md.research.elamur.ai/free/en/universities/university-of-michigan/) · [🎓**Pennsylvania State University** State College · United States 2022–2023 · 5 papersEducation until 2023](https://md.research.elamur.ai/free/en/universities/pennsylvania-state-university/) · [🔬**National Space Science Center** Beijing · China 2015–2025 · 4 papers](https://ror.org/02nnjtm50) · [🎓**Jiangsu University** Zhenjiang · China 2020–2025 · 3 papers](https://ror.org/03jc41j30) · [🎓**Nanjing Medical University** Nanjing · China 2022–2023 · 3 papers](https://ror.org/059gcgy73) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 31 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 9 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [Philosophy · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/philosophy/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/hua-shen/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/hua-shen/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values?](https://md.research.elamur.ai/free/en/papers/shen-2025-mind-value-action-gap-do/)** *(2025 · 16 citations)* Most evaluations of LLM values only ask models which values they endorse. They rarely check whether the models' behaviour in concrete situations matches those claims. Borrowing the "value-action gap" idea from social psychology, the authors built ValueActionLens to measure this mismatch. Using Schwartz's theory of… 2. **[Gentopia: A Collaborative Platform for Tool-Augmented LLMs](https://md.research.elamur.ai/free/en/papers/xu-2023-gentopia-collaborative-platform-tool-augmented/)** *(2023 · 15 citations)* Existing toolkits for tool-augmented language models (ALMs, or "agents"), such as AutoGPT, LangChain and HuggingGPT, are often tied to narrow task sets and need heavy boilerplate to tune. ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Position: Towards Bidirectional Human-AI Alignment ↗](https://doi.org/10.52202/085713-4186) neural information processing systems · no summary yet**Hua Shen et al.*2025 · 31 citations* 2. **[Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values?](https://md.research.elamur.ai/free/en/papers/shen-2025-mind-value-action-gap-do/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hua Shen, Nicholas Clark, Tanu Mitra*2025 · 16 citations* 3. [**Gentopia: A Collaborative Platform for Tool-Augmented LLMs arXiv:2308.04030**Binfeng Xu, Xukun Liu, Hua Shen, et al.*2023 · 15 citations*](https://md.research.elamur.ai/free/en/papers/xu-2023-gentopia-collaborative-platform-tool-augmented/) 4. **[Bidirectional Human-AI Alignment: Emerging Challenges and Opportunities ↗](https://doi.org/10.1145/3706599.3716291) Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA) · no summary yet**Hua Shen et al.*2025 · 6 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Binfeng Xu](https://md.research.elamur.ai/free/en/authors/binfeng-xu/) - [Dongkuan Xu](https://md.research.elamur.ai/free/en/authors/dongkuan-xu/) - [Yuchen Liu](https://md.research.elamur.ai/free/en/authors/yuchen-liu/) - [Yuhan Li](https://md.research.elamur.ai/free/en/authors/yuhan-li/) - [Zeyu Han](https://md.research.elamur.ai/free/en/authors/zeyu-han/) - [Zhiyuan Peng](https://md.research.elamur.ai/free/en/authors/zhiyuan-peng/) - [Ziyu Yao](https://md.research.elamur.ai/free/en/authors/ziyu-yao/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) - Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA) - neural information processing systems ## Cited by Papers of our library cite their works 27 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/hua-shen/cited-by/). Updated 3 November 2026