Xin Cao
14 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (10) π£ Hot Topic Early Bird π Cross-Pollinator (11)
π
Renaissance Researcher
(8)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(36)
ποΈ
Keyword Collector
(62)
π
Century Club
(14)
Conferences
IJCAI (6)
AAAI (4)
ACL (1)
AISTATS (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(4)
node embedding
(3)
graph embedding
(3)
representation learning
(2)
submodular maximization
(2)
pose estimation
(1)
image restoration
(1)
contrastive learning
(1)
convergence analysis
(1)
text representation
(1)
explainable ai
(1)
heterogeneous information network
(1)
network alignment
(1)
gradient descent
(1)
non-convex optimization
(1)
directed graph
(1)
embedding similarity
(1)
masked language model
(1)
budgeted optimization
(1)
template matching
(1)
Papers
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
Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring
AAAI 2024
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks
AAAI 2024
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
BCOT: A Markerless High-Precision 3D Object Tracking Benchmark
CVPR 2022
KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network
NIPS 2021
Inductive Link Prediction for Nodes Having Only Attribute Information
IJCAI 2020
Optimal Region Search with Submodular Maximization
IJCAI 2020
Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach
IJCAI 2020
Convergence Analysis of Gradient Descent for Eigenvector Computation
IJCAI 2018
Optimal Route Search with the Coverage of Users' Preferences
IJCAI 2015