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Shwai He

Shwai He has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining; often with Tianyi Zhou, Dacheng Tao, Jianzong Wang.

2 papers in our library · 2023–2024

OpenAlex · h-index 4 · 10 works · 95 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 66 times in our library · ⭐ Paper Stars ranking: #7317

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

🎓University of Maryland, College ParkCollege Park · United States2023–2025 · 5 paperscurrent🎓Fudan UniversityShanghai · China2023–2024 · 2 papers

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 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

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

 Works by year

2020s

20241 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning (2024 · 60 citations)
    Selecting a small, high-quality subset of instruction data can make LLM instruction tuning cheaper and better.
  2. MerA: Merging Pretrained Adapters For Few-Shot Learning (2023 · 11 citations)
    Adapter tuning trains only small bottleneck modules inside a frozen pretrained language model. These modules start from random weights, so they tend to underperform when only a handful of labeled examples are available. AdapterFusion reuses previously trained adapters, but its attention-style composition layers add…

 Co-authors here

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

 Cited by

Papers of our library cite their works 66 times (of the 149,439 papers whose bibliographies we read); 14 citing papers with a page here →.

Updated

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