🧑‍🔬 Baotian Hu

🏛️ Affiliations

🎓Harbin Institute of TechnologyHarbin · China2014–2026 · 97 paperscurrent🎓University of Massachusetts Chan Medical SchoolWorcester · United States2018 · 3 papers🎓Zhejiang UniversityHangzhou · China2006–2024 · 2 papers🎓University of Massachusetts LowellLowell · United States2018–2019 · 2 papers

🏛️Baotian HuEmployment

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration (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 (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 (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 (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 ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetBaotian Hu, Qingcai Chen, Fangze Zhu2015 · 354 citations
2. Sentence Simplification with Memory-Augmented Neural Networks ↗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 yetTu Vu et al.2018 · 87 citations
3. Towards Reasoning in Large Language Models via Multi-Agent Peer Review CollaborationarXiv:2311.08152Zhenran Xu, Senbao Shi, Baotian Hu, et al.2023 · 29 citations
4. ComfyUI-R1: Exploring Reasoning Models for Workflow GenerationFindings of the Association for Computational LinguisticsZhenran Xu, Yiyu Wang, Xue Yang, et al.2026 · 1 citation
5. MSVBench: Towards Human-Level Evaluation of Multi-Shot Video GenerationFindings of the Association for Computational LinguisticsHaoyuan Shi, Yunxin li, Nanhao Deng, et al.2026
6. Structured Episodic Event MemoryAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengxuan Lu, Dongfang Li, Yukun Shi, et al.2026
7. ComfyFlow: Benchmarking LLMs for AIGC Workflow Generation ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetZhenran Xu et al.2026
8. Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetChenyuan Zhang et al.2026
9. Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetXinping Zhao et al.2026

🤝 Co-authors here

11 co-authors with a page, the most papers together first.

• Longyue Wang ×3
• Min Zhang ×3
• Zhenran Xu ×3
• Dongfang Li ×2
• Kaifu Zhang
• Weihua Luo
• Xinyu Chen
• Xue Yang
• Yiyu Wang
• Yunxin li
• 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) ×2: ACL 2026
• Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 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 →.

Updated 1 November 2026

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