Zhihong Zhu
Zhihong Zhu has 2 papers in our library, in 2026, most of them on Vision & language, Language models & pretraining, Evaluation & benchmarks; often with Xian Wu, Zhiqi Huang.
OpenAlex · ORCID · Wikidata · h-index 9 · 32 works · 199 citations OpenAlex, 2026-10-14
📄 2 works in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #11775
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 1 workHealth Informatics · 1 workMedicine · 1 work
🧭 Topics 4Research subjects and languages the work is about.Vision & language · 2 worksEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models (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. - Multimodal Dual-Path Decoding for Medical Report Generation (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
- DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetZhihong Zhu et al.2024 · 9 citations
- MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Shi, Yifeng Xie, Minzhe Guo, et al.2026 · 1 citation
- Multimodal Dual-Path Decoding for Medical Report GenerationFindings of the Association for Computational LinguisticsJinghan Sun, Dong Wei, Zhihong Zhu, et al.2026
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
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