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Huachi Zhou

Huachi Zhou has 2 papers in our library, in 2025, most of them on Language models & pretraining, Information retrieval & search; often with Chuang Zhou, Hao Chen, Xiao Xia Huang.

2 papers in our library · 2025

OpenAlex · ORCID · h-index 7 · 30 works · 224 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 56 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #7363

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Hong Kong Polytechnic UniversityHong Kong · China2021–2026 · 24 paperscurrent

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

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work

🧭 Topics 2Research subjects and languages the work is about.Information retrieval & search · 1 workLanguage models & pretraining · 1 work

 Works by year

2020s

20252 papers

 Papers

The most cited first (OpenAlex and our library).

  1. A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models (2025 · 64 citations)
    General-purpose LLMs often fall short in specialized fields. Their domain knowledge is shallow, they struggle with long chains of rule-bound reasoning, and they misread terms whose meaning depends on context. Fine-tuning on domain data can introduce hallucinations and catastrophic forgetting. Classic RAG avoids…
  2. Text-Attributed Graph Learning with Coupled Augmentations (2025 · 5 citations)
    Text-attributed graphs are networks whose nodes carry text, such as product descriptions or paper abstracts.

All works

3 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. A Survey of Graph Retrieval-Augmented Generation for Customized Large Language ModelsarXiv:2501.13958Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, et al.2025 · 64 citations
  2. Temporal Augmented Graph Neural Networks for Session-Based Recommendations ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetHuachi Zhou et al.2021 · 61 citations
  3. Text-Attributed Graph Learning with Coupled AugmentationsInternational Conference on Computational Linguistics (COLING)Chuang Zhou, Jiahe Du, Huachi Zhou, et al.2025 · 5 citations

 Co-authors here

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

Venues

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

 Cited by

Papers of our library cite their works 56 times (of the 149,439 papers whose bibliographies we read); 12 citing papers with a page here →.

Updated

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