Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Computer vision
Computer Science / Information Technology - Machine learning
Computer Science / Information Technology - Multimedia technology
Computer Science / Information Technology - Machine learning
Computer Science / Information Technology - Multimedia technology
Related documents
Education/Academic qualification
PhD in Information and Communication Technology, PhD, University of Trento
2018
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Dive into the research topics where Dan XU 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Multimodal-Driven Autonomous Navigation for Ontological Intelligent Robots
XU, D. (CoI)
1/09/25 → 30/09/28
Project: Research
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Simultaneous Localisation and Mapping for Multi-storey Parking Garages
XU, D. (PI)
1/01/25 → 1/01/27
Project: Research
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AI-driven Video Production via Editable 3D Scene Modeling and Real-time Rendering
TO, A. O. K. (Team member), XU, D. (PI), YE, H. (Team member) & MI, Z. (Team member)
1/01/25 → 31/12/26
Project: Research
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Unified Multi-Modal Multi-Task Deep Learning and Open World Scene Modelling and Detection for Self-Driving
XU, D. (PI)
1/09/23 → 1/09/27
Project: Research
Research output
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Audio-visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation
HONG, F., XU, Z., ZHOU, Z., ZHOU, J., LI, X., LIN, Q., LU, Q. & XU, D., Oct 2025.Research output: Contribution to conference › Conference Paper › peer-review
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Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation
Xu, L., Bennamoun, M., Boussaid, F., Ouyang, W., Sohel, F. & Xu, D., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 3, p. 5082-5096 15 p.Research output: Contribution to journal › Journal Article › peer-review
3 Citations (Scopus) -
Collaborative Novel Object Discovery and Box-Guided Cross-Modal Alignment for Open-Vocabulary 3D Object Detection
Cao, Y., Zeng, Y., Xu, H. & Xu, D., 2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 11, p. 10475-10489 15 p.Research output: Contribution to journal › Journal Article › peer-review
1 Citation (Scopus) -
DiGA3D: Coarse-to-Fine Diffusional Propagation of Geometry and Appearance for Versatile 3D Inpainting
PAN, J., XU, D. & LUO, Q., Oct 2025.Research output: Contribution to conference › Conference Paper › peer-review
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Flow-NeRF: Joint Learning of Geometry, Poses, and Dense Flow within Unified Neural Representations
Zheng, X. & Xu, D., Jun 2025.Research output: Contribution to conference › Conference Paper › peer-review
Activities
- 1 Keynote
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Unified Generation and Reconstruction
XU, D. (Invited speaker)
18 Jun 2025Activity: Talk or presentation › Keynote