Xin Cao
15 papers · 2015–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (39) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Half
π
Renaissance Researcher
(6)
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(71)
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Architectures
(5)
Core AI
(5)
Mathematics & Optimization
(4)
Learning Types
(4)
Computer Vision
(2)
Analysis
(2)
Mathematics
(2)
Optimization
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Keywords
graph neural network
(5)
node embedding
(3)
graph embedding
(3)
representation learning
(2)
submodular maximization
(2)
image restoration
(1)
non-convex optimization
(1)
contrastive learning
(1)
text representation
(1)
masked language model
(1)
convergence analysis
(1)
explainable ai
(1)
heterogeneous information network
(1)
network alignment
(1)
feature learning
(1)
embedding similarity
(1)
template matching
(1)
self-supervised learning
(1)
directed graph
(1)
gradient descent
(1)
Papers
Rounded or Streamlined Head? Bridging Concept Bottleneck Models and Attribute-Described Object Parts
CVPR 2026
Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint
AAAI 2025
Quantifying the Optimization and Generalization Advantages of Graph Neural Networks Over Multilayer Perceptrons
AISTATS 2025
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks
AAAI 2024
Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring
AAAI 2024
BCOT: A Markerless High-Precision 3D Object Tracking Benchmark
CVPR 2022
Budgeted Sequence Submodular Maximization
IJCAI 2022
Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract)
AAAI 2022
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction
ACL 2022
KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network
NeurIPS 2021
Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach
IJCAI 2020
Inductive Link Prediction for Nodes Having Only Attribute Information
IJCAI 2020
Optimal Region Search with Submodular Maximization
IJCAI 2020
Convergence Analysis of Gradient Descent for Eigenvector Computation
IJCAI 2018
Optimal Route Search with the Coverage of Users' Preferences
IJCAI 2015