---
title: "Jiahui Geng · Linköping University — author profile and papers"
description: "Jiahui Geng, Linköping University: 3 papers on Elamur Research (2025–2026), h-index 10 — affiliations, topics, co-authors and who cites…"
canonical: "https://research.elamur.ai/free/en/authors/jiahui-geng/"
---
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# Jiahui Geng

Jiahui Geng has 3 papers in our library, in 2025–2026, most of them on [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Bo Zeng](https://md.research.elamur.ai/free/en/authors/bo-zeng/), [Chenyang Lyu](https://md.research.elamur.ai/free/en/authors/chenyang-lyu/), [Giovanni Puccetti](https://md.research.elamur.ai/free/en/authors/giovanni-puccetti/).

3 papers in our library · 2025–2026

[OpenAlex](https://openalex.org/A5073054282) · [ORCID](https://orcid.org/0000-0002-4205-8230) · [**h-index 10**](https://openalex.org/authors/A5073054282) · [67 works](https://openalex.org/works?filter=author.id:A5073054282) · [473 citations](https://openalex.org/works?filter=author.id:A5073054282&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jiahui-geng/#papers) · [🔗 Cited 211 times in our library](https://md.research.elamur.ai/free/en/authors/jiahui-geng/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8505](https://md.research.elamur.ai/free/en/paper-stars/page/86/#star-8505)

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=Jiahui+Geng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiahui+Geng) · [dblp](https://dblp.org/search?q=Jiahui+Geng) · [ACL Anthology](https://aclanthology.org/search/?q=Jiahui+Geng)

## Affiliations

[🎓**Mohamed bin Zayed University of Artificial Intelligence** Abu Dhabi · United Arab Emirates 2023–2026 · 14 papersEducation 2023–2025 · PostDoc, Natural Language ProcessingEmployment · Machine Learning*current*](https://md.research.elamur.ai/free/en/universities/mohamed-bin-zayed-university-of-artificial-intelligence/) · [🎓**Linköping University** Linköping · Sweden 2025–2026 · 11 papersEmployment since 2025 · Assistant Professor, Department of Computer and Information Science*current*](https://md.research.elamur.ai/free/en/universities/linkoping-university/) · [🎓**University of Stavanger** Stavanger · Norway 2020–2023 · 15 papersEducation since 2020 · Ph.D., Department of Electrical Engineering and Computer Science](https://ror.org/02qte9q33) · [🎓**RWTH Aachen University** Aachen · Germany 2015–2019 · 3 papersEducation 2015–2018 · Master, Faculty of Computer Science](https://md.research.elamur.ai/free/en/universities/rwth-aachen-university/) · [🎓**Zewail City of Science and Technology** Cairo · Egypt 2024 · 2 papers](https://ror.org/04w5f4y88) · [🎓**Southeast University** Nanjing · China 2011–2015Education 2011–2015 · Bachelor, School of Automation](https://md.research.elamur.ai/free/en/universities/southeast-university-cn/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/)

🧭 Topics 3 Research subjects and languages the work is about.[Multilingual & cross-lingual NLP · 2 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/)

## Works by year

### 2020s

[**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/jiahui-geng/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/jiahui-geng/year/2025/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models](https://md.research.elamur.ai/free/en/papers/gao-2025-shaping-safety-boundaries-understanding-defending/)** *(2025 · 19 citations)* The paper asks how jailbreak prompts get past an LLM's safety alignment. Earlier interpretability studies disagreed on which layers matter and on how malicious activations evolve. The authors argue those conflicts come from small samples, often around 100 prompts. They analyze last-token activations for more than…
2. **[Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI](https://md.research.elamur.ai/free/en/papers/wang-2026-is-human-like-text-liked/)** *(2026 · 5 citations)* Earlier work suggested that people can barely tell LLM output from human writing. Most of that evidence came from English text, GPT-3.5-turbo, and small samples. This paper tests whether the claim holds for newer models, other languages and expert readers, aiming to estimate the ceiling of human detection ability.
3. **[Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language](https://md.research.elamur.ai/free/en/papers/zeng-2025-marco-bench-mif-multilingual-instruction/)** *(2025 · 5 citations)* Most benchmarks for LLM instruction following are English-only or plain machine translations, so they handle constraints that don't transfer across languages poorly.

## All works

9 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. **[A Survey of Confidence Estimation and Calibration in Large Language Models ↗](https://arxiv.org/abs/2311.08298) arXiv:2311.08298 · no summary yet**Jiahui Geng et al.*2023 · 97 citations*
2. **[CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark ↗](https://arxiv.org/abs/2406.05967) arXiv:2406.05967 · no summary yet**David Romero et al.*2024 · 90 citations*
3. **[A Survey of Confidence Estimation and Calibration in Large Language Models ↗](https://aclanthology.org/2024.naacl-long.366/) Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Jiahui Geng et al.*2024 · 84 citations*
4. **[Improved Gradient Inversion Attacks and Defenses in Federated Learning ↗](https://doi.org/10.1109/tbdata.2023.3239116) IEEE Transactions on Big Data · no summary yet**Jiahui Geng et al.*2023 · 51 citations*
5. **[A Survey on Dataset Distillation: Approaches, Applications and Future Directions ↗](https://arxiv.org/abs/2305.01975) arXiv:2305.01975 · no summary yet**Jiahui Geng et al.*2023 · 25 citations*
6. **[Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models](https://md.research.elamur.ai/free/en/papers/gao-2025-shaping-safety-boundaries-understanding-defending/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lang Gao, Jiahui Geng, Xiangliang Zhang, et al.*2025 · 19 citations*
7. **[Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI](https://md.research.elamur.ai/free/en/papers/wang-2026-is-human-like-text-liked/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yuxia Wang, Rui Xing, Jonibek Mansurov, et al.*2026 · 5 citations*
8. **[Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language](https://md.research.elamur.ai/free/en/papers/zeng-2025-marco-bench-mif-multilingual-instruction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Bo Zeng, Chenyang Lyu, Sinuo Liu, et al.*2025 · 5 citations*
9. **[CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation ↗](https://aclanthology.org/2025.findings-emnlp.1220/) Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yet**Emilio Villa-Cueva et al.*2025 · 5 citations*

## Co-authors here

12 of 21 co-authors with a page, the most papers together first.

- [Bo Zeng](https://md.research.elamur.ai/free/en/authors/bo-zeng/)
- [Chenyang Lyu](https://md.research.elamur.ai/free/en/authors/chenyang-lyu/)
- [Giovanni Puccetti](https://md.research.elamur.ai/free/en/authors/giovanni-puccetti/)
- [Jinyan Su](https://md.research.elamur.ai/free/en/authors/jinyan-su/)
- [Jonibek Mansurov](https://md.research.elamur.ai/free/en/authors/jonibek-mansurov/)
- [Kareem Elozeiri](https://md.research.elamur.ai/free/en/authors/kareem-elozeiri/)
- [Lang Gao](https://md.research.elamur.ai/free/en/authors/lang-gao/)
- [Mervat Abassy](https://md.research.elamur.ai/free/en/authors/mervat-abassy/)
- [Minghao Wu](https://md.research.elamur.ai/free/en/authors/minghao-wu/)
- [Minh Ngoc Ta](https://md.research.elamur.ai/free/en/authors/minh-ngoc-ta/)
- [Preslav Nakov](https://md.research.elamur.ai/free/en/authors/preslav-nakov/)
- [Rui Xing](https://md.research.elamur.ai/free/en/authors/rui-xing/)

## 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/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ×2
- Findings of the Association for Computational Linguistics: EMNLP 2025
- IEEE Transactions on Big Data
- Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)

## Cited by

Papers of our library cite their works 211 times (of the 149,439 papers whose bibliographies we read); [59 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiahui-geng/cited-by/).

Updated 31 October 2026