--- title: "Peng Fu — author profile and papers · Sentiment & emotion" description: "Peng Fu, Chinese Academy of Sciences: 2 papers on Elamur Research (2020–2025), h-index 10 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/peng-fu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/peng-fu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Peng Fu # Peng Fu Peng Fu has 2 papers in our library, in 2020–2025, most of them on [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Weiping Wang](https://md.research.elamur.ai/free/en/authors/weiping-wang/), [Zheng Lin](https://md.research.elamur.ai/free/en/authors/zheng-lin/), [Haifeng Wang](https://md.research.elamur.ai/free/en/authors/haifeng-wang/). 2 papers in our library · 2020–2025 [OpenAlex](https://openalex.org/A5001781730) · [ORCID](https://orcid.org/0000-0001-9899-8566) · [**h-index 10**](https://openalex.org/authors/A5001781730) · [39 works](https://openalex.org/works?filter=author.id:A5001781730) · [501 citations](https://openalex.org/works?filter=author.id:A5001781730&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/peng-fu/#papers) · [🔗 Cited 81 times in our library](https://md.research.elamur.ai/free/en/authors/peng-fu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5799](https://md.research.elamur.ai/free/en/paper-stars/page/58/#star-5799) 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=Peng+Fu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Peng+Fu) · [dblp](https://dblp.org/search?q=Peng+Fu) · [ACL Anthology](https://aclanthology.org/search/?q=Peng+Fu) ## Affiliations [🏛️**Chinese Academy of Sciences** Beijing · China 2016–2025 · 32 papers*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Information Engineering** Beijing · China 2016–2025 · 32 papersEmployment*current*](https://md.research.elamur.ai/free/en/labs/institute-of-information-engineering/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2016–2025 · 7 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/peng-fu/year/2025/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/peng-fu/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/pan-2020-modeling-intra-inter-modality-incongruity/)** *(2020 · 182 citations)* The paper tackles sarcasm detection in social media posts that combine text and an image. Earlier multi-modal approaches either concatenated features or fused modalities with handcrafted schemes, and they did not explicitly model incongruity. Incongruity, a clash between what is said and what is actually the case, is… 2. **[BeamLoRA: Beam-Constraint Low-Rank Adaptation](https://md.research.elamur.ai/free/en/papers/gu-2025-beamlora-beam-constraint-low-rank/)** *(2025 · 6 citations)* Low-Rank Adaptation (LoRA) is an efficient way to fine-tune large language models, but its accuracy still has room to improve. ## 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. **[Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/pan-2020-modeling-intra-inter-modality-incongruity/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hongliang Pan, Zheng Lin, Peng Fu, et al.*2020 · 182 citations* 2. **[Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge ↗](https://aclanthology.org/2021.findings-emnlp.104/) Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yet**Jiangnan Li et al.*2021 · 112 citations* 3. **[Sarcasm Detection with Commonsense Knowledge ↗](https://doi.org/10.1109/taslp.2021.3120601) IEEE/ACM Transactions on Audio Speech and Language Processing · no summary yet**Jiangnan Li et al.*2021 · 66 citations* 4. **[BeamLoRA: Beam-Constraint Low-Rank Adaptation](https://md.research.elamur.ai/free/en/papers/gu-2025-beamlora-beam-constraint-low-rank/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Naibin Gu, Zhenyu Zhang, Xiyu Liu, et al.*2025 · 6 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Weiping Wang](https://md.research.elamur.ai/free/en/authors/weiping-wang/) ×2 - [Zheng Lin](https://md.research.elamur.ai/free/en/authors/zheng-lin/) ×2 - [Haifeng Wang](https://md.research.elamur.ai/free/en/authors/haifeng-wang/) - [Hua Ren Wu](https://md.research.elamur.ai/free/en/authors/hua-ren-wu/) - [Shuohuan Wang](https://md.research.elamur.ai/free/en/authors/shuohuan-wang/) - [Yu Sun](https://md.research.elamur.ai/free/en/authors/yu-sun/) - [Zhenyu Zhang](https://md.research.elamur.ai/free/en/authors/zhenyu-zhang/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2020](https://md.research.elamur.ai/free/en/venues/findings/2020/) - Findings of the Association for Computational Linguistics: EMNLP 2021 - IEEE/ACM Transactions on Audio Speech and Language Processing ## Cited by Papers of our library cite their works 81 times (of the 149,439 papers whose bibliographies we read); [23 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/peng-fu/cited-by/). Updated 30 October 2026