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Zheye Deng

Zheye Deng has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Weiqi Wang, Baixuan Xu, Changlong Yu.

2 papers in our library · 2025–2026

OpenAlex · h-index 6 · 21 works · 71 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 26 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #10092

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 University of Science and TechnologyHong Kong · China2023–2026 · 20 paperscurrent🏢AmazonSeattle · United States2025–2026 · 3 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Fields, topics and concepts

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

📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workSafety Research · 1 workSocial Sciences · 1 workInformation Systems · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workEvaluation & benchmarks · 1 work

 Works by year

2020s

20261 paper20251 paper

 Papers

The most cited first (OpenAlex and our library).

  1. From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery (2025 · 39 citations)
    This survey examines how large language models are changing scientific research. It focuses on how much independence these systems have, not on any one discipline. The authors argue that earlier reviews mostly catalogued domain applications or captured LLM abilities at a single point in time. Those reviews missed the…
  2. SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding (2026)
    E-commerce services benefit from knowing what a shopper wants at a given moment. User profiles and purchase records are often missing, and earlier intention research covers only single or co-buy purchases, mostly using product titles and images. This paper models how preferences change step by step during a browsing…

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. From Automation to Autonomy: A Survey on Large Language Models in Scientific DiscoveryConference on Empirical Methods in Natural Language Processing (EMNLP)Tianshi Zheng, Zheye Deng, Hong Ting Tsang, et al.2025 · 39 citations
  2. Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents ↗arXiv:2505.14104 · no summary yetWei Fan et al.2025 · 3 citations
  3. SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior UnderstandingFindings of the Association for Computational LinguisticsYuqi Yang, Weiqi Wang, Baixuan Xu, et al.2026

 Co-authors here

12 of 15 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 26 times (of the 149,439 papers whose bibliographies we read); 7 citing papers with a page here →.

Updated

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