Jie Yin
11 papers · 2013–2025 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (30)
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Research topics
Machine Learning
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Artificial Intelligence
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Deep Learning
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Learning Types · Machine Learning
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Computer Vision
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Knowledge & Reasoning
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Core AI
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Learning Types · Deep Learning
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Healthcare & Medicine
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Natural Language Processing
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Keywords
catastrophic forgetting
(2)
continual learning
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few-shot learning
(2)
contrastive learning
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link prediction
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kernel design
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matrix factorization
(1)
domain adaptation
(1)
incremental learning
(1)
text classification
(1)
relational learning
(1)
event camera
(1)
text representation
(1)
knowledge distillation
(1)
data augmentation
(1)
performance optimization
(1)
depth estimation
(1)
test-time adaptation
(1)
learning theory
(1)
representation learning
(1)
Papers
Meta-Semantics Augmented Few-Shot Relational Learning
EMNLP 2025
Implicit Event-RGBD Neural SLAM
CVPR 2024
Long-Tail Class Incremental Learning via Independent Sub-prototype Construction
CVPR 2024
Microkernel Goes General: Performance and Compatibility in the HongMeng Production Microkernel
OSDI 2024
Navigating Continual Test-time Adaptation with Symbiosis Knowledge
IJCAI 2024
SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection
ACL 2024
Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion
ICLR 2023
Towards Deepening Graph Neural Networks: A GNTK-based Optimization Perspective
ICLR 2022
User Profile Preserving Social Network Embedding
IJCAI 2017
Using Social Media to Enhance Emergency Situation Awareness: Extended Abstract
IJCAI 2015
Clustering Microtext Streams for Event Identification
IJCNLP 2013