Jinming Wu
Jinming Wu has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Vision & language; often with Bo Li, Wei Li, Zejun Ma.
OpenAlex · ORCID · Wikidata · h-index 38 · 957 works · 5,082 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 192 times in our library · ⭐ Paper Stars ranking: #7345
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Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksArts and Humanities · 1 workArtificial Intelligence · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- LLaVA-Video: Video Instruction Tuning With Synthetic Data (2024 · 119 citations)
Video LMMs lag behind image models largely because good video instruction data is scarce. Existing synthetic sets rely on short, mostly static clips and annotate only a few frames, which loses fine-grained motion and encourages hallucination. The authors build LLaVA-Video-178K, a GPT-4o-assisted dataset with human… - MMSearch-R1: Incentivizing LMMs to Search (2026 · 16 citations)
Large multimodal models (LMMs) often fail on visual questions that need long-tail or recent facts. Existing fixes have drawbacks. RAG pipelines retrieve for every query from a fixed corpus, and prompt-based search agents never learn tool use through training. MMSearch-R1 addresses this with an end-to-end…
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