🧑‍🔬 Bin Cui

🏛️ Affiliations

🎓Peking UniversityBeijing · China2006–2026 · 428 papersEmployment since 2006 · Professor, Computer Sciencecurrent🎓The University of QueenslandBrisbane · Australia2006–2026 · 3 paperscurrent🎓Nanjing University of Posts and TelecommunicationsNanjing · China2026 · 1 papercurrent🎓Shandong UniversityJinan · China2026 · 1 papercurrent🎓National University of SingaporeSingapore · Singapore2000–2006 · 18 papersEducation 2000–2003 · PhD, Computer Science🎓Shanghai UniversityShanghai · China2008–2012 · 12 papers🎓China University of Geosciences (Beijing)Beijing · China2004–2016 · 9 papers🎓China University of GeosciencesWuhan · China2005–2016 · 4 papers🏢CSSC Offshore & Marine Engineering CompanyGuangzhou · China2022–2024 · 3 papers🎓Northwest UniversityXi'an · China2022–2024 · 3 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Retrieval-Augmented Generation for AI-Generated Content: A Survey (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   Generative models for text, code, images, video and other media still have trouble with outdated knowledge, rare (long-tail) facts, leakage of private training data, and costly training and inference.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 (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 (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 ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRenrui Zhang et al.2022 · 460 citations
2. Retrieval-Augmented Generation for AI-Generated Content: A SurveyarXiv:2402.19473Penghao Zhao, Hailin Zhang, Qinhan Yu, et al.2024 · 301 citations
3. SpotServe: Serving Generative Large Language Models on Preemptible Instances ↗arXiv:2311.15566 · no summary yetXupeng Miao et al.2023 · 145 citations
4. Distributed Graph Neural Network Training: A Survey ↗arXiv:2211.00216 · no summary yetYingxia Shao et al.2022 · 103 citations
5. CFBench: A Comprehensive Constraints-Following Benchmark for LLMsAnnual Meeting of the Association for Computational Linguistics (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 ↗arXiv (Cornell University) · no summary yetLing Yang et al.2024 · 22 citations
7. VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs ↗arXiv (Cornell University) · no summary yetLing Qiang Yang et al.2023 · 2 citations
8. Contextualized Diffusion Models for Text-Guided Image and Video Generation ↗arXiv (Cornell University) · no summary yetLing Yang et al.2024 · 1 citation
9. Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database ExplorationFindings of the Association for Computational LinguisticsLinzhuang 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 ×2
• Wentao Zhang ×2
• Bihui Yu
• Fan Yang
• Jie Jiang
• Jingxuan Wei
• Ling Yang
• Linzhuang Sun
• Mingan Lin
• Ruitong Liu
• Tao Zhang
• 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): ACL 2025
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 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 →.

Updated 1 November 2026

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