Longkun Guo
6 papers · 2018–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (5)
IJCAI (1)
Top co-authors
Keywords
approximation algorithm
(3)
cannot-link constraint
(3)
must-link constraint
(3)
k-center clustering
(3)
combinatorial optimization
(2)
network optimization
(1)
streaming algorithm
(1)
constrained clustering
(1)
node classification
(1)
linear programming
(1)
residual connection
(1)
curriculum learning
(1)
semi-supervised learning
(1)
fair clustering
(1)
local search
(1)
background knowledge
(1)
constraint-based clustering
(1)
large language model
(1)
graph neural network
(1)
vertex cover problem
(1)
Papers
Optimized Algorithms for Text Clustering with LLM-Generated Constraints
AAAI 2026
Improved Streaming Algorithm for Fair k-Center Clustering
AAAI 2026
Approximation Algorithm for Constrained k-Center Clustering: A Local Search Approach
AAAI 2026
Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-Smoothness in Deep GNNs
AAAI 2024
Efficient Constrained K-center Clustering with Background Knowledge
AAAI 2024
A Fast Algorithm for Optimally Finding Partially Disjoint Shortest Paths
IJCAI 2018