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Xialei Liu — most-cited papers & profile · Multimodal
← authors
·
overview
Xialei Liu
4
papers ·
33
citations ·
29
h-index
Beijing Technology and Business University · Beijing Academy of Science and Technology · VNU University of Science
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Predictive Regularization Against Visual Representation Degradation in Multimodal Large Language Models
2026
Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting
2025
Top co-authors
Alexandra Gomez-Villa
· 1
Dipam Goswami
· 1
Enguang Wang
· 1
Joost van de Weijer
· 1
Ke Yan
· 1
Linlan Huang
· 1
Ming-Ming Cheng
· 1
Qiang Wang
· 1
Qiuhe Hong
· 1
Shouhong Ding
· 1
Xinbin Yuan
· 1
YongHong Tian
· 1
Topics
Vision-Language Models
Visual QA & Reasoning
Video-Language
Benchmarks
Embodied & Agents