Elamur Research⌕
☰
home / authors / Bryan Hooi

Bryan Hooi

Bryan Hooi has 2 papers in our library, in 2024, most of them on Question answering, Information retrieval & search; often with Ningyu Zhang, Nitesh V. Chawla, Ruibo Liu.

2 papers in our library · 2024

OpenAlex · ORCID · Wikidata · h-index 37 · 246 works · 7,015 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 272 citations in our library · 5 more in our library without a page yet · ⭐ Paper Star rank #3890

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

🎓National University of SingaporeSingapore · Singapore2019–2026 · 164 papersEmployment · Computer Sciencecurrent🎓Carnegie Mellon UniversityPittsburgh · United States2015–2020 · 34 papersEducation · Department of Statistics🔬Institute of Data ScienceSingapore · Singapore2020–2024 · 17 papers🎓Zhejiang UniversityHangzhou · China2023–2024 · 2 papers🎓University of California, DavisDavis · United States2023 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 8 Computer Science · 2 works Artificial Intelligence · 2 works Arts and Humanities · 1 work Psychology · 1 work Computer Vision and Pattern Recognition · 1 work Language and Linguistics · 1 work Developmental and Educational Psychology · 1 work Social Psychology · 1 work

🧭 Topics 2 Information retrieval & search · 1 work Question answering · 1 work

 Works by year

2020s

20242 papers

 Papers

The most cited first (OpenAlex and our library).

  1. G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering (2024 · 234 citations)
    This work targets question answering over real-world graphs whose nodes and edges carry text. Earlier LLM–GNN combinations mostly handled standard classification or toy queries on small synthetic graphs. The authors assemble a GraphQA benchmark from three sources: ExplaGraphs (commonsense reasoning), SceneGraphs…
  2. Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View (2024 · 131 citations)
    Systems built from several large language model agents are increasingly used for hard tasks, but it is unclear how their collaboration works or whether it resembles human group behaviour.

All works

7 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. G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question AnsweringXiaoxin He, Yijun Tian, Yifei Sun, et al.Conference on Neural Information Processing… · 234 citations
  2. Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology ViewJintian Zhang, Xin Xu, Ningyu Zhang, et al.Annual Meeting of the Association for… · 131 citations
  3. Can Indirect Prompt Injection Attacks Be Detected and Removed? (original ↗)Yulin Chen et al.2025 · Proceedings of the 63rd Annual Meeting of the… · 30 citations · no summary yet
  4. Defense Against Prompt Injection Attack by Leveraging Attack Techniques (original ↗)Yulin Chen et al.2025 · Proceedings of the 63rd Annual Meeting of the… · 23 citations · no summary yet
  5. MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research (original ↗)Hui Chen et al.2025 · arXiv:2505.19955 · 20 citations · no summary yet
  6. LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models (original ↗)Zhiyuan Hu et al.2025 · Proceedings of the 63rd Annual Meeting of the… · 16 citations · no summary yet
  7. Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering (original ↗)Yuan Sui et al.2025 · Proceedings of the 63rd Annual Meeting of the… · 16 citations · no summary yet

 Co-authors here

8 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 272 times (of the 141,840 papers whose bibliographies we read); 11 citing papers with a page here →.

Updated

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/bryan-hooi/