🧑‍🔬 Hua Shen

🏛️ Affiliations

🎓Nanjing University of Science and TechnologyNanjing · China2026 · 2 paperscurrent🎓New York University ShanghaiShanghai · China2026 · 1 paperEmploymentcurrent🎓University of CalgaryCalgary · Canada2022–2025 · 7 papers🏛️Chinese Academy of SciencesBeijing · China2006–2025 · 6 papers🎓University of WashingtonSeattle · United States2024–2025 · 6 papers🎓University of MichiganAnn Arbor · United States2023–2024 · 6 papers🎓Pennsylvania State UniversityState College · United States2022–2023 · 5 papersEducation until 2023🔬National Space Science CenterBeijing · China2015–2025 · 4 papers🎓Jiangsu UniversityZhenjiang · China2020–2025 · 3 papers🎓Nanjing Medical UniversityNanjing · China2022–2023 · 3 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values? (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 (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 ↗neural information processing systems · no summary yetHua Shen et al.2025 · 31 citations
2. Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values?Conference on Empirical Methods in Natural Language Processing (EMNLP)Hua Shen, Nicholas Clark, Tanu Mitra2025 · 16 citations
3. Gentopia: A Collaborative Platform for Tool-Augmented LLMsarXiv:2308.04030Binfeng Xu, Xukun Liu, Hua Shen, et al.2023 · 15 citations
4. Bidirectional Human-AI Alignment: Emerging Challenges and Opportunities ↗Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA) · no summary yetHua Shen et al.2025 · 6 citations

🤝 Co-authors here

7 co-authors with a page, the most papers together first.

• Binfeng Xu
• Dongkuan Xu
• Yuchen Liu
• Yuhan Li
• Zeyu Han
• Zhiyuan Peng
• 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): 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 →.

Updated 3 November 2026

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