Junpeng Ma
Junpeng Ma has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning, Vision & language; often with Bo Zheng, Cheng Yu, Jun Song.
OpenAlex · ORCID · h-index 23 · 117 works · 1,777 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 7 times in our library · ⭐ Paper Stars ranking: #9147
Affiliations
Fields, topics and concepts
📚 Shelves 2The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 works
🧭 Topics 4Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 workReasoning · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models (2025 · 16 citations)
Video large language models must process very long sequences of visual tokens, because every sampled frame adds hundreds of them. - Unified Thinker: A General Reasoning Core for Image Generation (2026 · 3 citations)
Open-source image generators and editors still struggle with instructions that require real reasoning, such as solving a puzzle or inferring an implicit intent.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
Updated
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