--- title: "Baotian Hu — author profile and papers — Elamur Research" description: "Baotian Hu, Harbin Institute of Technology: 4 papers on Elamur Research (2023–2026), h-index 20 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/baotian-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/baotian-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Baotian Hu # Baotian Hu Baotian Hu has 4 papers in our library, in 2023–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Longyue Wang](https://md.research.elamur.ai/free/en/authors/longyue-wang/), [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/), [Zhenran Xu](https://md.research.elamur.ai/free/en/authors/zhenran-xu/). 4 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5083079672) · [ORCID](https://orcid.org/0000-0001-7490-684X) · [Wikidata](https://www.wikidata.org/wiki/Q91418665) · [**h-index 20**](https://openalex.org/authors/A5083079672) · [128 works](https://openalex.org/works?filter=author.id:A5083079672) · [2,668 citations](https://openalex.org/works?filter=author.id:A5083079672&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/baotian-hu/#papers) · [🔗 Cited 101 times in our library](https://md.research.elamur.ai/free/en/authors/baotian-hu/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8453](https://md.research.elamur.ai/free/en/paper-stars/page/85/#star-8453) 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=Baotian+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Baotian+Hu) · [dblp](https://dblp.org/search?q=Baotian+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Baotian+Hu) ## Affiliations [🎓**Harbin Institute of Technology** Harbin · China 2014–2026 · 97 papers*current*](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**University of Massachusetts Chan Medical School** Worcester · United States 2018 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-chan-medical-school/) · [🎓**Zhejiang University** Hangzhou · China 2006–2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🎓**University of Massachusetts Lowell** Lowell · United States 2018–2019 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-lowell/) 🏛️**Baotian Hu**Employment From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Graphics and Computer-Aided Design · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-graphics-and-computer-aided-design/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/baotian-hu/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/baotian-hu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration](https://md.research.elamur.ai/free/en/papers/xu-2023-towards-reasoning-large-language-models/)** *(2023 · 29 citations)* LLMs often fail at multi-step reasoning, and earlier work suggests a single model rarely fixes its own mistakes without outside input. 2. **[ComfyUI-R1: Exploring Reasoning Models for Workflow Generation](https://md.research.elamur.ai/free/en/papers/xu-2026-comfyui-r1-exploring-reasoning-models/)** *(2026 · 1 citation)* ComfyUI is a node-based platform for building image and video generation pipelines. Assembling a working workflow there takes real expertise, because the platform has thousands of community components with complex dependencies. Earlier automation attempts prompted proprietary LLMs or multi-agent setups to emit JSON… 3. **[MSVBench: Towards Human-Level Evaluation of Multi-Shot Video Generation](https://md.research.elamur.ai/free/en/papers/shi-2026-msvbench-human-level-evaluation-multi/)** *(2026)* Video generators increasingly produce story-like videos made of many shots, but most evaluation benchmarks still judge single clips. 4. **[Structured Episodic Event Memory](https://md.research.elamur.ai/free/en/papers/lu-2026-structured-episodic-event-memory/)** *(2026)* LLM-based agents lose track of earlier interactions once their context window fills up. Standard RAG memories return isolated, loosely connected snippets, a problem known as "scattered retrieval." Graph-based alternatives such as GraphRAG and Mem0 tie content to rigid schemas. ## All works 9 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[LCSTS: A Large Scale Chinese Short Text Summarization Dataset ↗](https://aclanthology.org/D15-1229/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Baotian Hu, Qingcai Chen, Fangze Zhu*2015 · 354 citations* 2. **[Sentence Simplification with Memory-Augmented Neural Networks ↗](https://aclanthology.org/N18-2013/) Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yet**Tu Vu et al.*2018 · 87 citations* 3. [**Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration arXiv:2311.08152**Zhenran Xu, Senbao Shi, Baotian Hu, et al.*2023 · 29 citations*](https://md.research.elamur.ai/free/en/papers/xu-2023-towards-reasoning-large-language-models/) 4. **[ComfyUI-R1: Exploring Reasoning Models for Workflow Generation](https://md.research.elamur.ai/free/en/papers/xu-2026-comfyui-r1-exploring-reasoning-models/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Zhenran Xu, Yiyu Wang, Xue Yang, et al.*2026 · 1 citation* 5. **[MSVBench: Towards Human-Level Evaluation of Multi-Shot Video Generation](https://md.research.elamur.ai/free/en/papers/shi-2026-msvbench-human-level-evaluation-multi/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Haoyuan Shi, Yunxin li, Nanhao Deng, et al.*2026* 6. **[Structured Episodic Event Memory](https://md.research.elamur.ai/free/en/papers/lu-2026-structured-episodic-event-memory/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhengxuan Lu, Dongfang Li, Yukun Shi, et al.*2026* 7. **[ComfyFlow: Benchmarking LLMs for AIGC Workflow Generation ↗](https://aclanthology.org/2026.findings-acl.140/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Zhenran Xu et al.*2026* 8. **[Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework ↗](https://aclanthology.org/2026.acl-long.1379/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Chenyuan Zhang et al.*2026* 9. **[Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.782/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Xinping Zhao et al.*2026* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Longyue Wang](https://md.research.elamur.ai/free/en/authors/longyue-wang/) ×3 - [Min Zhang](https://md.research.elamur.ai/free/en/authors/min-zhang/) ×3 - [Zhenran Xu](https://md.research.elamur.ai/free/en/authors/zhenran-xu/) ×3 - [Dongfang Li](https://md.research.elamur.ai/free/en/authors/dongfang-li/) ×2 - [Kaifu Zhang](https://md.research.elamur.ai/free/en/authors/kaifu-zhang/) - [Weihua Luo](https://md.research.elamur.ai/free/en/authors/weihua-luo/) - [Xinyu Chen](https://md.research.elamur.ai/free/en/authors/xinyu-chen/) - [Xue Yang](https://md.research.elamur.ai/free/en/authors/xue-yang/) - [Yiyu Wang](https://md.research.elamur.ai/free/en/authors/yiyu-wang/) - [Yunxin li](https://md.research.elamur.ai/free/en/authors/yunxin-li/) - [Yuxiang Wu](https://md.research.elamur.ai/free/en/authors/yuxiang-wu/) ## 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/) ×2: [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/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - Findings of the Association for Computational Linguistics: ACL 2026 ×2 - Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing - Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) ## Cited by Papers of our library cite their works 101 times (of the 149,439 papers whose bibliographies we read); [22 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/baotian-hu/cited-by/). Updated 1 November 2026