Zelin Xu
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Trend Setter
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Research topics
Machine Learning
(5)
Deep Learning
(4)
Computer Vision
(3)
Architectures
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Application Areas
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Robotics
(1)
Capabilities
(1)
Domain-Specific
(1)
Optimization & Theory
(1)
Keywords
feature alignment
(1)
transformer architecture
(1)
representation learning
(1)
semantic segmentation
(1)
vision transformer
(1)
pose estimation
(1)
manifold regularization
(1)
uncertainty quantification
(1)
weakly supervised learning
(1)
point cloud
(1)
3d vision
(1)
unsupervised domain adaptation
(1)
remote sensing
(1)
deep neural network
(1)
electronic health record
(1)
spatial reasoning
(1)
pose regression
(1)
temporal point process
(1)
rgb-d image
(1)
neural-symbolic learning
(1)
Papers
CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes
ICML 2025
XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications
AAAI 2025
Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery
AAAI 2024
A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space
NeurIPS 2023
Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object Pose
IJCAI 2023
BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation
IJCAI 2022