From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 25 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 · 2 works Computer Vision and Pattern Recognition · 2 works Arts and Humanities · 1 work Artificial Intelligence · 1 work Language and Linguistics · 1 work

🧭 Topics 2Language models & pretraining · 2 works Vision & language · 2 works

Works by year

2020s

20241 paper 20231 paper

Papers

The most cited first (OpenAlex and our library).

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration (2023 · 144 citations)
Multi-modal LLMs usually take one of two routes. Some keep the language model frozen and feed it visual features through a Q-former or a linear projection, which limits how much the modalities can help each other. Others fine-tune the LLM on multi-modal instructions, which tends to weaken its text skills. mPLUG-Owl2…
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models (2024 · 60 citations)
Most multimodal LLMs handle one image well but falter on long image sequences, such as retrieved image-text examples, interleaved dialogues or hours-long video.

All works

4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQinghao Ye et al.2024 · 187 citations
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality CollaborationarXiv:2311.04257Qinghao Ye, Haiyang Xu, Jiabo Ye, et al.2023 · 144 citations
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language ModelsarXiv:2408.04840Jiabo Ye, Haiyang Xu, Haowei Liu, et al.2024 · 60 citations
A Survey on Feedback-based Multi-step Reasoning for Large Language Models on Mathematics ↗arXiv:2502.14333 · no summary yetTing-Ruen Wei et al.2025 · 7 citations

Co-authors here

9 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.

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

Cited by

Papers of our library cite their works 180 times (of the 149,439 papers whose bibliographies we read); 44 citing papers with a page here →.

Updated 2 November 2026

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🧑‍🔬 Haowei Liu

🏛️ Affiliations

🧭 Fields, topics and concepts

📅 Works by year

2020s

📄 Papers

All works

🤝 Co-authors here

Venues

🔗 Cited by

Haowei Liu

Affiliations

Fields, topics and concepts

Works by year

Papers

Co-authors here

Cited by