--- title: "Furong Huang · Jinan University — author profile and papers" description: "Furong Huang, Jinan University: 3 papers on Elamur Research (2023–2026), h-index 18 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/furong-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/furong-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Furong Huang # Furong Huang Furong Huang has 3 papers in our library, in 2023–2026, most of them on [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/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Ani Nenkova](https://md.research.elamur.ai/free/en/authors/ani-nenkova/), [Bang An](https://md.research.elamur.ai/free/en/authors/bang-an/), [Dinesh Manocha](https://md.research.elamur.ai/free/en/authors/dinesh-manocha/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5037162168) · [ORCID](https://orcid.org/0000-0002-7393-1047) · [**h-index 18**](https://openalex.org/authors/A5037162168) · [123 works](https://openalex.org/works?filter=author.id:A5037162168) · [1,319 citations](https://openalex.org/works?filter=author.id:A5037162168&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/furong-huang/#papers) · [🔗 Cited 261 times in our library](https://md.research.elamur.ai/free/en/authors/furong-huang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4671](https://md.research.elamur.ai/free/en/paper-stars/page/47/#star-4671) 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=Furong+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Furong+Huang) · [dblp](https://dblp.org/search?q=Furong+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Furong+Huang) ## Affiliations [🎓**University of Maryland, College Park** College Park · United States 2014–2026 · 60 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-maryland-college-park/) · [🎓**Jinan University** Guangzhou · China 2021–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/jinan-university/) · [🎓**University of California, Irvine** Irvine · United States 2011–2016 · 8 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-irvine/) · [🎓**Harbin Institute of Technology** Harbin · China 2006–2025 · 6 papers](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🏢**Capital One** Tysons Corner · United States 2024–2025 · 4 papers](https://md.research.elamur.ai/free/en/companies/capital-one/) · [🎓**Irvine University** Cerritos · United States 2013–2016 · 2 papers](https://ror.org/04ysmca02) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/furong-huang/year/2026/) · [**2023** 2 papers](https://md.research.elamur.ai/free/en/authors/furong-huang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models](https://md.research.elamur.ai/free/en/papers/guan-2023-hallusionbench-advanced-diagnostic-suite-entangled/)** *(2023 · 335 citations)* Large vision-language models (LVLMs) often let language priors override what an image actually shows, and their vision side can misread pictures with high confidence. 2. **[AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models](https://md.research.elamur.ai/free/en/papers/zhu-2023-autodan-interpretable-gradient-based-adversarial/)** *(2023 · 90 citations)* Large language models can be pushed past their safety alignment in two ways. Hand-written jailbreaks read naturally, but there are few of them and providers can blocklist them. Gradient-based attacks such as GCG can produce endless prompts, but the output is gibberish that perplexity filters catch easily. This paper… 3. **[Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling](https://md.research.elamur.ai/free/en/papers/pathmanathan-2026-teach-reward-model-correct-itself/)** *(2026)* Reward models (RMs) trained on human preference pairs often fail under distribution shift or small targeted edits. ## All works 4 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. **[HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models](https://md.research.elamur.ai/free/en/papers/guan-2023-hallusionbench-advanced-diagnostic-suite-entangled/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Tianrui Guan, Fuxiao Liu, Xiyang Wu, et al.*2023 · 335 citations* 2. [**AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models arXiv:2310.15140**Sicheng Zhu, Ruiyi Zhang, Bang An, et al.*2023 · 90 citations*](https://md.research.elamur.ai/free/en/papers/zhu-2023-autodan-interpretable-gradient-based-adversarial/) 3. **[MLSys: The New Frontier of Machine Learning Systems ↗](https://arxiv.org/abs/1904.03257) arXiv (Cornell University) · no summary yet**Alexander Ratner et al.*2019 · 19 citations* 4. **[Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling](https://md.research.elamur.ai/free/en/papers/pathmanathan-2026-teach-reward-model-correct-itself/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Pankayaraj Pathmanathan, Furong Huang*2026* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Ani Nenkova](https://md.research.elamur.ai/free/en/authors/ani-nenkova/) - [Bang An](https://md.research.elamur.ai/free/en/authors/bang-an/) - [Dinesh Manocha](https://md.research.elamur.ai/free/en/authors/dinesh-manocha/) - [Fuxiao Liu](https://md.research.elamur.ai/free/en/authors/fuxiao-liu/) - [Gang Wu](https://md.research.elamur.ai/free/en/authors/gang-wu/) - [Joe Barrow](https://md.research.elamur.ai/free/en/authors/joe-barrow/) - [Lichang Chen](https://md.research.elamur.ai/free/en/authors/lichang-chen/) - [Ruiyi Zhang](https://md.research.elamur.ai/free/en/authors/ruiyi-zhang/) - [Tianyi Zhou](https://md.research.elamur.ai/free/en/authors/tianyi-zhou/) - [Tong Sun](https://md.research.elamur.ai/free/en/authors/tong-sun/) - [Xiaoyu Liu](https://md.research.elamur.ai/free/en/authors/xiaoyu-liu/) - [Yaser Yacoob](https://md.research.elamur.ai/free/en/authors/yaser-yacoob/) ## 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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/): [IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2023/) ## Cited by Papers of our library cite their works 261 times (of the 149,439 papers whose bibliographies we read); [88 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/furong-huang/cited-by/). Updated 2 November 2026