From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 22 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 5Computer Science · 3 works Artificial Intelligence · 3 works Computer Vision and Pattern Recognition · 3 works Arts and Humanities · 2 works Language and Linguistics · 2 works

🧭 Topics 2Reasoning · 3 works Vision & language · 3 works

Works by year

2020s

20253 papers

Papers

The most cited first (OpenAlex and our library).

Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought (2025 · 17 citations)
Vision-language models describe images well but fall behind text-only reasoning LLMs on multi-step tasks such as geometry proofs.
Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning (2025 · 10 citations)
"Slow-thinking" vision-language models tend to improve on math and science benchmarks, but they often lose accuracy on everyday perception tasks and hallucinate more about image content.
Skywork-R1V3 Technical Report (2025 · 6 citations)
Open-source vision-language models still trail proprietary systems on complex visual reasoning, partly because high-quality multimodal annotations are scarce.

Co-authors here

12 of 13 co-authors with a page, the most papers together first.

Cited by

Papers of our library cite their works 33 times (of the 149,439 papers whose bibliographies we read); 9 citing papers with a page here →.

Updated 1 November 2026

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

🧑‍🔬 Yi Peng

🏛️ Affiliations

🧭 Fields, topics and concepts

📅 Works by year

2020s

📄 Papers

🤝 Co-authors here

🔗 Cited by

Yi Peng

Affiliations

Fields, topics and concepts

Works by year

Papers

Co-authors here

Cited by