Kewen Liao
7 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π Conference Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Artificial Intelligence
(3)
Core AI Β· Artificial Intelligence
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Core AI Β· Computer Vision
(2)
Learning Types
(2)
Optimization
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Analysis
(1)
Architectures
(1)
Keywords
combinatorial optimization
(2)
deep learning
(2)
approximation algorithm
(2)
k-center clustering
(2)
must-link constraint
(2)
cannot-link constraint
(2)
linear programming
(1)
constrained clustering
(1)
network optimization
(1)
edge disjoint
(1)
deep neural network
(1)
decision boundary
(1)
feature fusion
(1)
vertex disjoint
(1)
counterfactual explanation
(1)
sensor data
(1)
algorithm runtime
(1)
constraint clustering
(1)
model interpretation
(1)
internet of thing
(1)
Papers
Approximation Algorithm for Constrained k-Center Clustering: A Local Search Approach
AAAI 2026
DeepFeatIoT: Unifying Deep Learned, Randomized, and LLM Features for Enhanced IoT Time Series Sensor Data Classification in Smart Industries
IJCAI 2025
Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models
ICCV 2025
AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
MICCAI 2024
CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation
CVPR 2024
Efficient Constrained K-center Clustering with Background Knowledge
AAAI 2024
A Fast Algorithm for Optimally Finding Partially Disjoint Shortest Paths
IJCAI 2018