Xicheng Lu
5 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
IJCAI (2)
ACML (1)
COLING (1)
NIPS (1)
Top co-authors
Keywords
stochastic gradient descent
(2)
link prediction
(1)
nonconvex 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
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
NIPS 2024
KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion
COLING 2024
Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1
IJCAI 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