--- title: "Zhihong Zhu · Peking University — author profile and papers" description: "Zhihong Zhu, Peking University: 2 papers on Elamur Research (2026), h-index 9 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/zhihong-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhihong-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhihong Zhu # Zhihong Zhu Zhihong Zhu has 2 papers in our library, in 2026, most of them on [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Xian Wu](https://md.research.elamur.ai/free/en/authors/xian-wu/), [Zhiqi Huang](https://md.research.elamur.ai/free/en/authors/zhiqi-huang/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5102856192) · [ORCID](https://orcid.org/0009-0001-4530-5516) · [Wikidata](https://www.wikidata.org/wiki/Q130893813) · [**h-index 9**](https://openalex.org/authors/A5102856192) · [32 works](https://openalex.org/works?filter=author.id:A5102856192) · [199 citations](https://openalex.org/works?filter=author.id:A5102856192&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/zhihong-zhu/#papers) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11775](https://md.research.elamur.ai/free/en/paper-stars/page/118/#star-11775) 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=Zhihong+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhihong+Zhu) · [dblp](https://dblp.org/search?q=Zhihong+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Zhihong+Zhu) ## Affiliations [🎓**Peking University** Beijing · China 2023–2026 · 22 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Central China Normal University** Wuhan · China 2025 · 3 papers](https://ror.org/03x1jna21) · [🏢**Tencent** Shenzhen · China 2025 · 3 papers](https://md.research.elamur.ai/free/en/companies/tencent/) · [🎓**Shanghai University** Shanghai · China 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/shanghai-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).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) 🧭 Topics 4 Research subjects and languages the work is about.[Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/zhihong-zhu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models](https://md.research.elamur.ai/free/en/papers/shi-2026-mmerror-benchmark-erroneous-reasoning-vision/)** *(2026 · 1 citation)* Most vision-language benchmarks score only whether the final answer is correct. They cannot show whether a model actually understands why a line of reasoning breaks down. MMErroR addresses this by testing whether VLMs can spot a flawed multimodal reasoning chain and name the kind of mistake it contains. 2. **[Multimodal Dual-Path Decoding for Medical Report Generation](https://md.research.elamur.ai/free/en/papers/sun-2026-multimodal-dual-path-decoding-medical/)** *(2026)* This Findings of ACL 2026 paper automatically writes chest X-ray reports. Its PDF title reads "…Large-Model Decoding for Radiology Report Generation". The authors argue that vision-language models see the image well but lack medical background knowledge. Text-only LLMs have the opposite profile. To combine them, they… ## All works 3 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. **[DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection ↗](https://aclanthology.org/2024.emnlp-main.170/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Zhihong Zhu et al.*2024 · 9 citations* 2. **[MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models](https://md.research.elamur.ai/free/en/papers/shi-2026-mmerror-benchmark-erroneous-reasoning-vision/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yang Shi, Yifeng Xie, Minzhe Guo, et al.*2026 · 1 citation* 3. **[Multimodal Dual-Path Decoding for Medical Report Generation](https://md.research.elamur.ai/free/en/papers/sun-2026-multimodal-dual-path-decoding-medical/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jinghan Sun, Dong Wei, Zhihong Zhu, et al.*2026* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Xian Wu](https://md.research.elamur.ai/free/en/authors/xian-wu/) - [Zhiqi Huang](https://md.research.elamur.ai/free/en/authors/zhiqi-huang/) ## 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/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing Updated 1 November 2026