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Hui Xiong

Hui Xiong has 3 papers in our library, in 2026, most of them on Reasoning, Language models & pretraining; often with Cehao Yang, Chengjin Xu, Chengqiang Lu.

3 papers in our library · 2026

OpenAlex · ORCID · Wikidata · h-index 88 · 2,725 works · 49,317 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 138 times in our library · 5 more in our library without a page yet · ⭐ Paper Stars ranking: #10490

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

🎓The Hong Kong University of Science and Technology (Guangzhou)Guangzhou · China2021–2026 · 339 paperscurrent🎓Hong Kong University of Science and TechnologyHong Kong · China2021–2026 · 192 paperscurrent🎓University of Hong KongPok Fu Lam · China2022–2026 · 8 paperscurrent🎓Rutgers, The State University of New JerseyNew Brunswick · United States2005–2024 · 3,032 papersEmployment🏢BaiduBeijing · China2018–2023 · 26 papers🔬Guangzhou HKUST Fok Ying Tung Research InstituteGuangzhou · China2022–2026 · 21 papers🎓University of MinnesotaMinneapolis · United States2003–2005 · 18 papers🎓University of Science and Technology of ChinaHefei · China2018–2020 · 12 papers🎓South China University of TechnologyGuangzhou · China2022–2026 · 5 papers🏛️Chinese Academy of SciencesBeijing · China2024–2026 · 4 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 26 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.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work

 Works by year

2020s

20263 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning (2026 · 4 citations)
    Long chain-of-thought (long-CoT) reasoning can be instilled in LLMs cheaply by supervised fine-tuning on traces generated by strong reasoning models.
  2. Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models (2026 · 1 citation)
    Reasoning models trained with RLVR tend to write very long chains of thought even for easy questions, which makes deployment expensive.
  3. SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework (2026)
    Large language models handle English and other dominant languages much better than under-represented ones because their pretraining data is skewed.

All works

8 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

  1. Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHaoyi Zhou et al.2021 · 7,398 citations
  2. Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhao Zhang et al.2020 · 198 citations
  3. Coupled Layer-wise Graph Convolution for Transportation Demand Prediction ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJunchen Ye et al.2021 · 191 citations
  4. Spatio-Temporal Dual Graph Attention Network for Query-POI Matching ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetZixuan Yuan et al.2020 · 58 citations
  5. Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT ReasoningFindings of the Association for Computational LinguisticsCehao Yang, Xueyuan Lin, Xiaojun Wu, et al.2026 · 4 citations
  6. Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Wu, Liyi Chen, Congxi Xiao, et al.2026 · 1 citation
  7. SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Junpeng Liu, Jiuyi Li, Kaiyu Huang, et al.2026
  8. SceneLM: 3D-Aware Language Models for Editable 3D Scene Synthesis ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetXingbo Yao et al.2026

 Co-authors here

12 of 13 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 138 times (of the 149,439 papers whose bibliographies we read); 8 citing papers with a page here →.

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