Lixin Yuan
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
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Research topics
Keywords
causal inference
(1)
transformer architecture
(1)
continual learning
(1)
catastrophic forgetting
(1)
semantic segmentation
(1)
few-shot learning
(1)
local attention
(1)
feature extraction
(1)
feature selection
(1)
prototype learning
(1)
3d vision
(1)
incremental learning
(1)
classification accuracy
(1)
diffusion model
(1)
semantic shift
(1)
class prototype
(1)
point cloud completion
(1)
coarse-to-fine generation
(1)
incremental object detection
(1)
incremental few-shot learning
(1)
Papers
Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation
AAAI 2025
Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object Detection
IJCAI 2025
Stray Intrusive Outliers-Based Feature Selection on Intra-Class Asymmetric Instance Distribution or Multiple High-Density Clusters
ICML 2025
CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers
AAAI 2024