Xicheng Lu
5 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(12)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
stochastic gradient descent
(2)
link prediction
(1)
non-convex optimization
(1)
text generation
(1)
constrained optimization
(1)
stability analysis
(1)
regularized optimization
(1)
generalization bound
(1)
proximal operator
(1)
knowledge graph embedding
(1)
alternating direction method of multiplier
(1)
linear constraint
(1)
asynchronous training
(1)
proximal mapping
(1)
knowledge graph completion
(1)
nonconvex regularization
(1)
large language model
(1)
open knowledge graph
(1)
generative re-ranking
(1)
heavy ball momentum
(1)
Papers
Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1
IJCAI 2024
KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion
COLING 2024
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
NeurIPS 2024
A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction
IJCAI 2023
Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization
ACML 2016