--- title: "Bin Liu — author profile and papers · Evaluation & benchmarks" description: "Bin Liu, University of Science and Technology of China: 2 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/bin-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/bin-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Bin Liu # Bin Liu Bin Liu has 2 papers in our library, in 2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Kai Chen](https://md.research.elamur.ai/free/en/authors/kai-chen/), [Kai Zou](https://md.research.elamur.ai/free/en/authors/kai-zou/), [Kuikun Liu](https://md.research.elamur.ai/free/en/authors/kuikun-liu/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139782994) · [**h-index 0**](https://openalex.org/authors/A5139782994) · [4 works](https://openalex.org/works?filter=author.id:A5139782994) · [0 citations](https://openalex.org/works?filter=author.id:A5139782994&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/bin-liu/#papers) · 🔗 Cited 2 times in our library · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10885](https://md.research.elamur.ai/free/en/paper-stars/page/109/#star-10885) 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=Bin+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Bin+Liu) · [dblp](https://dblp.org/search?q=Bin+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Bin+Liu) ## Affiliations [🏛️**Chinese Academy of Sciences** Beijing · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Automation** Beijing · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/labs/institute-of-automation/) · [🎓**University of Science and Technology of China** Hefei · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2026 · 1 paper*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. ## 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).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [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 · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [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/bin-liu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark](https://md.research.elamur.ai/free/en/papers/zou-2026-uni-mmmu-massive-multi-discipline/)** *(2026 · 3 citations)* Unified multimodal models are meant to both interpret and produce images. Existing benchmarks, however, mostly test these two skills separately, or only check loose links between them such as content association or consistency. Uni-MMMU fills this gap with eight reasoning-heavy tasks where one ability logically… 2. **[SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration](https://md.research.elamur.ai/free/en/papers/tang-2026-sciexplore-evaluating-autonomous-agents-scientific/)** *(2026)* Benchmarks for LLM search agents tend to focus on open-web, general-domain lookup or on closed-book science questions. ## 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. **[Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark](https://md.research.elamur.ai/free/en/papers/zou-2026-uni-mmmu-massive-multi-discipline/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kai Zou, Ziqi Huang, Yuhao Dong, et al.*2026 · 3 citations* 2. **[SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration](https://md.research.elamur.ai/free/en/papers/tang-2026-sciexplore-evaluating-autonomous-agents-scientific/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yinhao Tang, Youqing Fang, Yanan Sun, et al.*2026* 3. **[CAIR: Causal Adaptive Information-based Reinforcement Learning for Multimodal Emotion Reasoning ↗](https://aclanthology.org/2026.findings-acl.1263/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Fengyu Zhang et al.*2026* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Kai Chen](https://md.research.elamur.ai/free/en/authors/kai-chen/) - [Kai Zou](https://md.research.elamur.ai/free/en/authors/kai-zou/) - [Kuikun Liu](https://md.research.elamur.ai/free/en/authors/kuikun-liu/) - [Weiming Zhang](https://md.research.elamur.ai/free/en/authors/weiming-zhang/) - [Wenwei Zhang](https://md.research.elamur.ai/free/en/authors/wenwei-zhang/) - [Yu Qiao](https://md.research.elamur.ai/free/en/authors/yu-qiao/) - [Ziqi Huang](https://md.research.elamur.ai/free/en/authors/ziqi-huang/) - [Ziwei Liu](https://md.research.elamur.ai/free/en/authors/ziwei-liu/) ## 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/) - Findings of the Association for Computational Linguistics: ACL 2026 ## Cited by Papers of our library cite their works 2 times (of the 149,439 papers whose bibliographies we read). Updated 1 November 2026