--- title: "Zhuofan Wen — author profile and papers · Sentiment & emotion" description: "Zhuofan Wen, Chinese Academy of Sciences: 2 papers on Elamur Research (2026), h-index 2 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/zhuofan-wen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhuofan-wen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhuofan Wen # Zhuofan Wen Zhuofan Wen has 2 papers in our library, in 2026, most of them on [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Bin Liu](https://md.research.elamur.ai/free/en/authors/bin-liu/), [Jianhua Tao](https://md.research.elamur.ai/free/en/authors/jianhua-tao/), [Yang Feng](https://md.research.elamur.ai/free/en/authors/yang-feng/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5093099512) · [ORCID](https://orcid.org/0009-0005-3978-9373) · [Wikidata](https://www.wikidata.org/wiki/Q130838994) · [**h-index 2**](https://openalex.org/authors/A5093099512) · [7 works](https://openalex.org/works?filter=author.id:A5093099512) · [8 citations](https://openalex.org/works?filter=author.id:A5093099512&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zhuofan-wen/#papers) · [⭐ Paper Stars ranking: #14143](https://md.research.elamur.ai/free/en/paper-stars/page/142/#star-14143) 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=Zhuofan+Wen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhuofan+Wen) · [dblp](https://dblp.org/search?q=Zhuofan+Wen) · [ACL Anthology](https://aclanthology.org/search/?q=Zhuofan+Wen) ## Affiliations [🔬**Institute of Automation** Beijing · China 2023–2026 · 7 papers*current*](https://md.research.elamur.ai/free/en/labs/institute-of-automation/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2023–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2024–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Tsinghua University** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 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/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 Topics 3 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [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/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/zhuofan-wen/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[CAIR: Causal Adaptive Information-based Reinforcement Learning for Multimodal Emotion Reasoning](https://md.research.elamur.ai/free/en/papers/zhang-2026-cair-causal-adaptive-information-based/)** *(2026)* The paper targets a weakness of multimodal emotion reasoning models that the authors call causal degeneracy. 2. **[SpecBound: Adaptive Bounded Self-Speculation with Layer-wise Confidence Calibration](https://md.research.elamur.ai/free/en/papers/wen-2026-specbound-adaptive-bounded-self-speculation/)** *(2026)* Self-draft speculative decoding uses the base LLM's own shallow layers to propose tokens. This avoids training a separate draft model, but early-exit variants have so far given modest speedups. The authors probed every layer on an MT-Bench example and found two causes. First, shallow layers often assign high… ## Co-authors here 4 co-authors with a page, the most papers together first. - [Bin Liu](https://md.research.elamur.ai/free/en/authors/bin-liu/) - [Jianhua Tao](https://md.research.elamur.ai/free/en/authors/jianhua-tao/) - [Yang Feng](https://md.research.elamur.ai/free/en/authors/yang-feng/) - [Zhengqi Wen](https://md.research.elamur.ai/free/en/authors/zhengqi-wen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 Updated 2 November 2026