🧑‍🔬 Rongyu Cao

🏛️ Affiliations

🏢Alibaba GroupHangzhou · China2023–2026 · 13 paperscurrent🏢Alibaba GroupGeorge Town · Cayman Islands2023–2026 · 5 paperscurrent🏛️Chinese Academy of SciencesBeijing · China2017–2025 · 11 papers🔬Institute of Computing TechnologyBeijing · China2017–2025 · 9 papers🎓University of Chinese Academy of SciencesBeijing · China2018–2025 · 8 papers🏢Alibaba DAMO AcademyHangzhou · China2023 · 2 papers🎓Dalian University of TechnologyDalian · China2012–2016 · 1 paperEducation 2012–2016 · Bachelor, Software College

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs (2023 · 433 citations)
   Text-to-SQL systems built on large language models score highly on established benchmarks such as Spider and WikiSQL.
2. RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization (2026 · 6 citations)
   RL-PLUS targets a known weakness of Reinforcement Learning with Verifiable Reward (RLVR). Standard on-policy training such as GRPO raises pass@1 but often lowers pass@k at large k. In other words, the tuned model solves fewer distinct problems than its base model, which the authors call capability boundary collapse.…
3. Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format (2026)
   Parallel test-time scaling (TTS) usually samples many answers using a single reasoning format chosen by a human.

All works

4 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. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLsConference on Neural Information Processing Systems (NeurIPS)Jinyang Li, Binyuan Hui, Ge Qu, et al.2023 · 433 citations
2. Mechanism-Aware Neural Machine for Dialogue Response Generation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetGanbin Zhou et al.2017 · 106 citations
3. RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yihong Dong, Xue Jiang, Yongding Tao, et al.2026 · 6 citations
4. Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable FormatFindings of the Association for Computational LinguisticsDingzirui Wang, Xuanliang Zhang, Rongyu Cao, et al.2026

🤝 Co-authors here

12 of 21 co-authors with a page, the most papers together first.

• Binhua Li ×3
• Fei Huang ×2
• Yingwei MA ×2
• Bailin Wang
• Binyuan Hui
• Bowen Li
• Dingzirui Wang
• Jiaxi Yang
• Jinyang Li
• Kechi Zhang
• Lili Mou
• Longxu Dou

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 2026
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2023
• Proceedings of the AAAI Conference on Artificial Intelligence

🔗 Cited by

Papers of our library cite their works 285 times (of the 149,439 papers whose bibliographies we read); 54 citing papers with a page here →.

Updated 1 November 2026

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