Elamur Research⌕
☰
home / authors / Weichong Yin

Weichong Yin

Weichong Yin has 4 papers in our library, in 2020–2026, most of them on Language models & pretraining, Vision & language, Text generation; often with Yu Sun, Hua Ren Wu, Haifeng Wang.

4 papers in our library · 2020–2026

OpenAlex · h-index 8 · 26 works · 562 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 143 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5333

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

🏢BaiduBeijing · China2020–2026 · 15 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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).Computer Science · 4 worksArtificial Intelligence · 4 worksComputer Vision and Pattern Recognition · 4 worksArts and Humanities · 3 worksLanguage and Linguistics · 3 works

🧭 Topics 4Research subjects and languages the work is about.Vision & language · 2 worksLanguage models & pretraining · 2 worksReasoning · 1 workText generation · 1 work

 Works by year

2020s

20261 paper20221 paper20211 paper20201 paper

 Papers

The most cited first (OpenAlex and our library).

  1. ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph (2020 · 152 citations)
    Most vision-language pre-training models mask sub-words at random. As a result, they give generic words and content-bearing words equal weight and learn fine-grained correspondences between image and text poorly. ERNIE-ViL, from Baidu, addresses this by injecting structured knowledge from scene graphs.
  2. ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding (2022 · 40 citations)
    Most document pre-training models treat layout as a 2D extension of 1D positions and serialize OCR output in raster-scan order (top-to-bottom, left-to-right).
  3. ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation (2021 · 33 citations)
    Image captioning and text-to-image synthesis are two directions of the same mapping between vision and language, yet they have usually been handled by separate, task-specific architectures.
  4. AttnPO: Attention-Guided Process Supervision for Efficient Reasoning (2026 · 18 citations)
    Reasoning models trained with RLVR tend to overthink, producing long chains of thought with little benefit.

All works

5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

  1. ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFei Richard Yu et al.2021 · 252 citations
  2. ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene GrapharXiv:2006.16934Fei Yu, Jiji Tang, Weichong Yin, et al.2020 · 152 citations
  3. ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document UnderstandingarXiv:2210.06155Qiming Peng, Yinxu Pan, Wenjin Wang, et al.2022 · 40 citations
  4. ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language GenerationarXiv:2112.15283Han Zhang, Weichong Yin, Yewei Fang, et al.2021 · 33 citations
  5. AttnPO: Attention-Guided Process Supervision for Efficient ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Shuaiyi Nie, Dingsiyu, Wenyuan Zhang, et al.2026 · 18 citations

 Co-authors here

12 of 18 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 143 times (of the 149,439 papers whose bibliographies we read); 27 citing papers with a page here →.

Updated

↑ back to top

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