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Dive into the research topics where Xinzhu Ma is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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PRANCE: Joint Token-Optimization and Structural Channel-Pruning for Adaptive ViT Inference
Li, Y., Tang, C., Meng, Y., Fan, J., Chai, Z., Ma, X., Wang, Z. & Zhu, W., 2026, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48, 1, p. 283-298 16 p.Research output: Contribution to journal › Article › peer-review
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Towards unbiased source-free object detection via vision foundation models
Cai, Z., Gao, Y., Zhang, Y., Ma, X. & Huang, D., Nov 2026, In: Pattern Recognition. 179, 113545.Research output: Contribution to journal › Article › peer-review
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UniAlign: A Universal Cross-Modality Knowledge Alignment Framework for Fine-Grained Action Recognition
Wang, Y., Sun, B., Li, H., Ma, X., Wang, Z. & Wang, Z., 2026, In: IEEE Transactions on Multimedia. 28, p. 891-901 11 p.Research output: Contribution to journal › Article › peer-review
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3DAxisPrompt: Promoting the 3D grounding and reasoning in GPT-4o
Liu, D., Wang, C., Gao, P., Zhang, R., Ma, X., Meng, Y. & Wang, Z., 7 Jul 2025, In: Neurocomputing. 637, 130072.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Scopus citations -
GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection
Lu, Y., Ma, X., Yang, L., Zhang, T., Liu, Y., Chu, Q., He, T., Li, Y. & Ouyang, W., 2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 2, p. 900-915 16 p.Research output: Contribution to journal › Article › peer-review
8 Link opens in a new tab Scopus citations