🧑‍🔬 Xiaohui Yan

🏛️ Affiliations

🎓Dongguan University of TechnologyDongguan · China2013–2026 · 38 paperscurrent🏛️Chinese Academy of SciencesBeijing · China2011–2026 · 15 paperscurrent🏢Huawei TechnologiesShenzhen · China2019–2026 · 10 paperscurrent🎓Hefei UniversityHefei · China2022–2026 · 2 paperscurrent🔬National Astronomical ObservatoriesBeijing · China2026 · 1 papercurrent🎓University of Chinese Academy of SciencesBeijing · China2026 · 1 papercurrent🎓Dalian University of TechnologyDalian · China2023–2025 · 11 papers🔬Institute of Computing TechnologyBeijing · China2011–2016 · 7 papers🔬Shenyang Institute of AutomationShenyang · China2011–2013 · 7 papers🎓Tianjin University of Traditional Chinese MedicineTianjin · China2025 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Zero-shot User Intent Detection via Capsule Neural Networks (2018 · 263 citations)
   Voice assistants keep gaining new skills, so intent classifiers often meet user intents with no annotated utterances yet.
2. EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery (2026 · 10 citations)
   Most current LLM-based "AI scientist" systems follow fixed, hand-built pipelines. They do not learn from what happened in earlier runs, so they may retry experiments that already failed, miss promising directions, or chase ideas that cannot be implemented. EvoScientist addresses this with a multi-agent framework that…

All works

5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Zero-shot User Intent Detection via Capsule Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Congying Xia, Chenwei Zhang, Xiaohui Yan, et al.2018 · 263 citations
2. A Probabilistic Model for Bursty Topic Discovery in Microblogs ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetXiaohui Yan et al.2015 · 76 citations
3. Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetLinhao Zhang et al.2020 · 59 citations
4. Abstract Meaning Representation for Paraphrase Detection ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetFuad Issa et al.2018 · 55 citations
5. EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific DiscoveryarXiv:2603.08127Yougang Lyu, Xi Zhang, Xinhao Yi, et al.2026 · 10 citations

🤝 Co-authors here

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

• Chenwei Zhang
• Congying Xia
• Jan Piotrowski
• Philip S. Yu
• Wenxiang Hu
• Xi Zhang
• Yi Chang
• Zaiqiao Meng

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Proceedings of the AAAI Conference on Artificial Intelligence ×2
• Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2018
• Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)

🔗 Cited by

Papers of our library cite their works 109 times (of the 149,439 papers whose bibliographies we read); 8 citing papers with a page here →.

Updated 1 November 2026

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