Mengzhu Wang
19 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (44) π Conference Polyglot Β· Silver π Grand Slam π Century Club Β· Bronze
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Research topics
Machine Learning
(16)
Deep Learning
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Learning Types Β· Machine Learning
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Computer Vision
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Core Methods
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Artificial Intelligence
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Keywords
graph neural network
(6)
transfer learning
(3)
state space model
(2)
image restoration
(2)
representation learning
(2)
domain generalization
(2)
domain shift
(2)
low-rank adaptation
(2)
graph domain adaptation
(2)
feature alignment
(2)
contrastive learning
(2)
graph representation learning
(2)
self-supervised learning
(1)
event camera
(1)
dynamic graph learning
(1)
graph classification
(1)
offline reinforcement learning
(1)
in-context learning
(1)
decision making
(1)
data augmentation
(1)
Papers
AIMDepth: Asymmetric Image-Event Mamba for Monocular Depth Estimation
CVPR 2026
DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval
AAAI 2026
Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis
AAAI 2026
Nested Graph Pseudo-Label Refinement for Noisy Label Domain Adaptation Learning
AAAI 2026
Coupling Category Alignment for Graph Domain Adaptation
IJCAI 2025
ESBN: Estimation Shift of Batch Normalization for Source-free Universal Domain Adaptation
IJCAI 2025
Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning
IJCAI 2025
Gaussian Mixture Model for Graph Domain Adaptation
IJCAI 2025
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
ICML 2025
In-Context Meta LoRA Generation
IJCAI 2025
Wave-wise Discriminative Tracking by Phase-Amplitude Separation, Augmentation and Mixture
IJCAI 2025
Correlation Matching Transformation Transformers for UHD Image Restoration
AAAI 2024
DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption
ICLR 2024
Dynamic Spiking Graph Neural Networks
AAAI 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling
CVPR 2024
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
NeurIPS 2024
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization
AAAI 2024
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
ICML 2023
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
NeurIPS 2023