🧑‍🔬 Xiuyi Chen

🏛️ Affiliations

🏛️Chinese Academy of SciencesBeijing · China2018–2026 · 20 paperscurrent🔬Institute of AutomationBeijing · China2017–2026 · 18 papersEducation 2017–2022 · Ph.Dcurrent🏢BaiduBeijing · China2023–2025 · 12 papers🎓University of Chinese Academy of SciencesBeijing · China2018–2023 · 8 papers🏢TencentShenzhen · China2021–2022 · 4 papers🎓Qingdao University of Science and TechnologyQingdao · China2010–2011 · 3 papers🏢Huawei TechnologiesShenzhen · China2022–2023 · 2 papers

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. From System 1 to System 2: A Survey of Reasoning Large Language Models (2025 · 165 citations)
   Conventional LLMs respond quickly and intuitively, much like the fast "System 1" of dual-process cognitive theory, but they often fail on problems that require careful multi-step analysis.
2. ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language Understanding (2026)
   ChemVLR addresses a gap in chemical vision-language modeling. Existing chemical VLMs such as ChemVLM and TinyChemVL map images of molecules or reactions directly to answers. They give no interpretable rationale, and they make little use of the LLM's latent chemical knowledge. ChemVLR instead reasons explicitly during…

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. From System 1 to System 2: A Survey of Reasoning Large Language ModelsarXiv:2502.17419Zhong-Zhi Li, Duzhen Zhang, Ming-Liang Zhang, et al.2025 · 165 citations
2. Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetXiuyi Chen et al.2020 · 103 citations
3. DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetDuzhen Zhang, Feilong Chen, Xiuyi Chen2023 · 91 citations
4. Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetDuzhen Zhang et al.2020 · 63 citations
5. ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language UnderstandingFindings of the Association for Computational LinguisticsXuanle Zhao, Xinyuan Cai, Xiang Cheng, et al.2026

🤝 Co-authors here

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

• Bo XU
• Duzhen Zhang
• Fei Yin
• Haotian Xu
• Jiaxin Zhang
• Ming-Liang Zhang
• Xinyuan Cai
• Xuanle Zhao
• Yingying Zhang
• Zhong-Zhi Li

Venues

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

• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
• Proceedings of the 28th International Conference on Computational Linguistics
• Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

🔗 Cited by

Papers of our library cite their works 213 times (of the 149,439 papers whose bibliographies we read); 64 citing papers with a page here →.

Updated 2 November 2026

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