Xiankai Lu
20 papers · 2018–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
ποΈ
Keyword Collector
(84)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(11)
Machine Learning
(9)
Computer Vision
(8)
Learning Types Β· Machine Learning
(7)
Processing
(7)
Analysis
(6)
Learning Types Β· Deep Learning
(6)
Architectures
(5)
Core Methods
(4)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Techniques
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Keywords
video object segmentation
(5)
video understanding
(4)
foreground segmentation
(3)
unsupervised learning
(2)
semantic segmentation
(2)
attention mechanism
(2)
graph neural network
(2)
compositional zero-shot learning
(2)
instance segmentation
(2)
zero-shot learning
(2)
representation learning
(2)
vision-language model
(2)
self-supervised learning
(1)
label propagation
(1)
video segmentation
(1)
semi-supervised learning
(1)
motion deblurring
(1)
pseudo labeling
(1)
image restoration
(1)
referring expression
(1)
Papers
Reframing Long-Tailed Learning via Loss Landscape Geometry
CVPR 2026
TSTM: Temporal Segmentation for Task-relevant Mask in Visual Reinforcement Learning Generalization
CVPR 2026
A Conditional Probability Framework for Compositional Zero-shot Learning
ICCV 2025
CAN-ST: Clustering Adaptive Normalization for Spatio-temporal OOD Learning
IJCAI 2025
Decoupled Motion Expression Video Segmentation
CVPR 2025
LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning
CVPR 2025
Semantic and Sequential Alignment for Referring Video Object Segmentation
CVPR 2025
Towards Region-Adaptive Feature Disentanglement and Enhancement for Small Object Detection
IJCAI 2025
Unified Embedding Alignment for Open-Vocabulary Video Instance Segmentation
ECCV 2024
Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels
AAAI 2023
A Graph Matching Perspective With Transformers on Video Instance Segmentation
CVPR 2022
Safe-Student for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data
CVPR 2022
Self-Filtering: A Noise-Aware Sample Selection for Label Noise with Confidence Penalization
ECCV 2022
Video Object Segmentation Using Global and Instance Embedding Learning
CVPR 2021
Learning Video Object Segmentation From Unlabeled Videos
CVPR 2020
Video Object Segmentation with Episodic Graph Memory Networks
ECCV 2020
Human-Aware Motion Deblurring
ICCV 2019
See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks
CVPR 2019
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks
ICCV 2019
Deep Regression Tracking with Shrinkage Loss
ECCV 2018