Meng Xiao
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Machine Learning
(7)
Learning Types
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Core Methods
(3)
Learning Paradigms · Artificial Intelligence
(3)
Optimization & Theory
(3)
Architectures
(2)
Reinforcement Learning
(1)
Learning Paradigms · Machine Learning
(1)
Methods
(1)
Models
(1)
Keywords
continual learning
(3)
contrastive learning
(1)
reinforcement learning
(1)
catastrophic forgetting
(1)
adversarial learning
(1)
semi-supervised learning
(1)
domain adaptation
(1)
embedding space
(1)
gradient-based optimization
(1)
embedding learning
(1)
data augmentation
(1)
relation extraction
(1)
incremental learning
(1)
feature transformation
(1)
continuous optimization
(1)
information maximization
(1)
bilevel optimization
(1)
generative model
(1)
diffusion model
(1)
client selection
(1)
Papers
GCAL: Adapting Graph Models to Evolving Domain Shifts
ICML 2025
Towards Continuous Reuse of Graph Models via Holistic Memory Diversification
ICLR 2025
Distribution-Aware Data Expansion with Diffusion Models
NeurIPS 2024
DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation
COLING 2024
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization
IJCAI 2024
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions
NeurIPS 2023
Semi-supervised Domain Adaptation in Graph Transfer Learning
IJCAI 2023