Xiangxu Meng
11 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🤝 Dynamic Duo (11) 💎 Century Club · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Deep Learning
(6)
Core AI
(6)
Application Areas
(4)
Architectures
(3)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Models
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Applications
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Keywords
causal inference
(4)
representation learning
(3)
federated learning
(2)
class imbalance
(2)
diffusion model
(2)
image classification
(2)
causal intervention
(2)
domain generalization
(2)
catastrophic forgetting
(1)
multimodal recommendation
(1)
contrastive learning
(1)
collaborative filtering
(1)
video classification
(1)
knowledge distillation
(1)
hierarchical structure
(1)
curriculum learning
(1)
scene layout
(1)
semantic space
(1)
visual classification
(1)
vision transformer
(1)
Papers
Explicit Modeling of Causal Factors and Confounders for Image Classification
AAAI 2026
From Selection to Scheduling: Federated Geometry-Aware Correction Makes Exemplar Replay Work Better under Continual Dynamic Heterogeneity
CVPR 2026
Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification
AAAI 2026
Causal Inference over Visual-Semantic-Aligned Graph for Image Classification
AAAI 2025
Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data
AAAI 2025
Curriculum Conditioned Diffusion for Multimodal Recommendation
AAAI 2025
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification
IJCAI 2025
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
IJCAI 2025
Hierarchically-Structured Open-Vocabulary Indoor Scene Synthesis with Pre-trained Large Language Model
AAAI 2025
Semantic-Space-Intervened Diffusive Alignment for Visual Classification
IJCAI 2025
Compositional Zero-Shot Artistic Font Synthesis
IJCAI 2023