---
title: "Bin Cui · Shandong University — author profile and papers"
description: "Bin Cui, Shandong University: 3 papers on Elamur Research (2024–2026), h-index 59 — affiliations, topics, co-authors and who cites them in…"
canonical: "https://research.elamur.ai/free/en/authors/bin-cui/"
---
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# Bin Cui

Bin Cui has 3 papers in our library, in 2024–2026, most of them on [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/), [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/); often with [Hao Liang](https://md.research.elamur.ai/free/en/authors/hao-liang/), [Wentao Zhang](https://md.research.elamur.ai/free/en/authors/wentao-zhang/), [Bihui Yu](https://md.research.elamur.ai/free/en/authors/bihui-yu/).

3 papers in our library · 2024–2026

[OpenAlex](https://openalex.org/A5062357883) · [ORCID](https://orcid.org/0000-0003-1681-4677) · [Wikidata](https://www.wikidata.org/wiki/Q130806435) · [**h-index 59**](https://openalex.org/authors/A5062357883) · [588 works](https://openalex.org/works?filter=author.id:A5062357883) · [14,737 citations](https://openalex.org/works?filter=author.id:A5062357883&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/bin-cui/#papers) · [🔗 Cited 250 times in our library](https://md.research.elamur.ai/free/en/authors/bin-cui/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4755](https://md.research.elamur.ai/free/en/paper-stars/page/48/#star-4755)

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+Cui) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Bin+Cui) · [dblp](https://dblp.org/search?q=Bin+Cui) · [ACL Anthology](https://aclanthology.org/search/?q=Bin+Cui)

## Affiliations

[🎓**Peking University** Beijing · China 2006–2026 · 428 papersEmployment since 2006 · Professor, Computer Science*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**The University of Queensland** Brisbane · Australia 2006–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-queensland/) · [🎓**Nanjing University of Posts and Telecommunications** Nanjing · China 2026 · 1 paper*current*](https://ror.org/043bpky34) · [🎓**Shandong University** Jinan · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/shandong-university/) · [🎓**National University of Singapore** Singapore · Singapore 2000–2006 · 18 papersEducation 2000–2003 · PhD, Computer Science](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🎓**Shanghai University** Shanghai · China 2008–2012 · 12 papers](https://md.research.elamur.ai/free/en/universities/shanghai-university/) · [🎓**China University of Geosciences (Beijing)** Beijing · China 2004–2016 · 9 papers](https://md.research.elamur.ai/free/en/universities/china-university-of-geosciences-beijing/) · [🎓**China University of Geosciences** Wuhan · China 2005–2016 · 4 papers](https://md.research.elamur.ai/free/en/universities/china-university-of-geosciences/) · [🏢**CSSC Offshore & Marine Engineering Company** Guangzhou · China 2022–2024 · 3 papers](https://ror.org/05phhyq88) · [🎓**Northwest University** Xi'an · China 2022–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/northwest-university/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 31 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 7 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/)

🧭 Topics 5 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [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/) · [Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/)

💡 Concepts 1 Key ideas and methods explained on our concept pages.[Retrieval-augmented generation · 1 work](https://md.research.elamur.ai/free/en/concepts/retrieval-augmented-generation/)

## Works by year

### 2020s

[**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/bin-cui/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/bin-cui/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/bin-cui/year/2024/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Retrieval-Augmented Generation for AI-Generated Content: A Survey](https://md.research.elamur.ai/free/en/papers/zhao-2024-retrieval-augmented-generation-ai-generated/)** *(2024 · 301 citations)* Generative models for text, code, images, video and other media still have trouble with outdated knowledge, rare (long-tail) facts, leakage of private training data, and costly training and inference.
2. **[CFBench: A Comprehensive Constraints-Following Benchmark for LLMs](https://md.research.elamur.ai/free/en/papers/zhang-2025-cfbench-comprehensive-constraints-following-benchmark/)** *(2025 · 30 citations)* CFBench tackles a gap in how LLMs are tested on following instructions that carry many explicit constraints.
3. **[Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration](https://md.research.elamur.ai/free/en/papers/sun-2026-rethinking-text-sql-dynamic-multi/)** *(2026)* Most Text-to-SQL benchmarks test one-shot translation of a fixed question into a read-only query. Real database work is different: users refine goals over several turns and often need to change data, not just read it. The authors introduce DySQL-Bench to evaluate LLM agents in this setting. It contains 1,072…

## All works

9 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. **[PointCLIP: Point Cloud Understanding by CLIP ↗](https://doi.org/10.1109/cvpr52688.2022.00836) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Renrui Zhang et al.*2022 · 460 citations*
2. [**Retrieval-Augmented Generation for AI-Generated Content: A Survey arXiv:2402.19473**Penghao Zhao, Hailin Zhang, Qinhan Yu, et al.*2024 · 301 citations*](https://md.research.elamur.ai/free/en/papers/zhao-2024-retrieval-augmented-generation-ai-generated/)
3. **[SpotServe: Serving Generative Large Language Models on Preemptible Instances ↗](https://arxiv.org/abs/2311.15566) arXiv:2311.15566 · no summary yet**Xupeng Miao et al.*2023 · 145 citations*
4. **[Distributed Graph Neural Network Training: A Survey ↗](https://arxiv.org/abs/2211.00216) arXiv:2211.00216 · no summary yet**Yingxia Shao et al.*2022 · 103 citations*
5. **[CFBench: A Comprehensive Constraints-Following Benchmark for LLMs](https://md.research.elamur.ai/free/en/papers/zhang-2025-cfbench-comprehensive-constraints-following-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tao Zhang, ChengLIn Zhu, Yanjun Shen, et al.*2025 · 30 citations*
6. **[Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs ↗](https://arxiv.org/abs/2401.11708) arXiv (Cornell University) · no summary yet**Ling Yang et al.*2024 · 22 citations*
7. **[VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs ↗](https://arxiv.org/abs/2308.02117) arXiv (Cornell University) · no summary yet**Ling Qiang Yang et al.*2023 · 2 citations*
8. **[Contextualized Diffusion Models for Text-Guided Image and Video Generation ↗](https://arxiv.org/abs/2402.16627) arXiv (Cornell University) · no summary yet**Ling Yang et al.*2024 · 1 citation*
9. **[Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration](https://md.research.elamur.ai/free/en/papers/sun-2026-rethinking-text-sql-dynamic-multi/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Linzhuang Sun, Tianyu Guo, Hao Liang, et al.*2026*

## Co-authors here

12 of 16 co-authors with a page, the most papers together first.

- [Hao Liang](https://md.research.elamur.ai/free/en/authors/hao-liang/) ×2
- [Wentao Zhang](https://md.research.elamur.ai/free/en/authors/wentao-zhang/) ×2
- [Bihui Yu](https://md.research.elamur.ai/free/en/authors/bihui-yu/)
- [Fan Yang](https://md.research.elamur.ai/free/en/authors/fan-yang/)
- [Jie Jiang](https://md.research.elamur.ai/free/en/authors/jie-jiang/)
- [Jingxuan Wei](https://md.research.elamur.ai/free/en/authors/jingxuan-wei/)
- [Ling Yang](https://md.research.elamur.ai/free/en/authors/ling-yang/)
- [Linzhuang Sun](https://md.research.elamur.ai/free/en/authors/linzhuang-sun/)
- [Mingan Lin](https://md.research.elamur.ai/free/en/authors/mingan-lin/)
- [Ruitong Liu](https://md.research.elamur.ai/free/en/authors/ruitong-liu/)
- [Tao Zhang](https://md.research.elamur.ai/free/en/authors/tao-zhang/)
- [Tianyu Guo](https://md.research.elamur.ai/free/en/authors/tianyu-guo/)

## 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 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/)
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

## Cited by

Papers of our library cite their works 250 times (of the 149,439 papers whose bibliographies we read); [36 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/bin-cui/cited-by/).

Updated 1 November 2026