Binhui Xie
13 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Dynamic Duo
(11)
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Topic Evolution
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Trend Setter
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Century Club
(12)
Conferences
AAAI (5)
CVPR (3)
ICML (2)
NIPS (2)
WACV (1)
Top co-authors
Research topics
Keywords
domain adaptation
(5)
semantic segmentation
(4)
active learning
(3)
transfer learning
(3)
lidar semantic segmentation
(2)
point cloud
(2)
unsupervised domain adaptation
(2)
domain generalization
(1)
sparse representation
(1)
vision transformer
(1)
scene understanding
(1)
self-supervised learning
(1)
batch normalization
(1)
autonomous driving
(1)
cluster analysis
(1)
semi-supervised learning
(1)
3d occupancy prediction
(1)
test-time adaptation
(1)
multi-modal learning
(1)
channel attention
(1)
Papers
SPSC: Sparse and Scalable Multi-Modal 3D Occupancy Prediction for Autonomous Driving
AAAI 2026
Cluster-based Pseudo-labeling for Semi-Supervised LiDAR Semantic Segmentation
WACV 2026
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection
ICML 2025
Weight Diffusion for Future: Learn to Generalize in Non-Stationary Environments
NIPS 2024
Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation
ICML 2024
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation
NIPS 2023
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions
AAAI 2023
Robust Test-Time Adaptation in Dynamic Scenarios
CVPR 2023
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale
CVPR 2023
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
CVPR 2022
Active Learning for Domain Adaptation: An Energy-Based Approach
AAAI 2022
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation
AAAI 2021
Domain Conditioned Adaptation Network
AAAI 2020