Xuemin Lin
13 papers · 2015–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π Conference Polyglot (5)
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Academic Marathon
(9)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
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Keyword Champion
π
Century Club
(11)
Conferences
IJCAI (6)
ACL (3)
AAAI (1)
ICML (1)
IJCNLP (1)
JMLR (1)
Top co-authors
Keywords
multi-task learning
(4)
text classification
(3)
task variance regularization
(2)
graph neural network
(2)
graph algorithm
(2)
network stability
(2)
transfer learning
(1)
data transformation
(1)
link prediction
(1)
data integration
(1)
communication complexity
(1)
multi-modal learning
(1)
distributed computing
(1)
social network analysis
(1)
randomized algorithm
(1)
gradient-based optimization
(1)
generalization bound
(1)
generalization error bound
(1)
matrix sketching
(1)
canonical correlation analysis
(1)
Papers
Empowering Tabular Data Preparation with Language Models: Why and How?
ACL 2026
Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs
AAAI 2026
Hypergraph Self-supervised Learning with Sampling-efficient Signals
IJCAI 2024
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning
ACL 2022
BanditMTL: Bandit-based Multi-task Learning for Text Classification
ACL 2021
BanditMTL: Bandit-based Multi-task Learning for Text Classification
IJCNLP 2021
Communication-Efficient Distributed Covariance Sketch, with Application to Distributed PCA
JMLR 2021
GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions
IJCAI 2020
Adaptive Adversarial Multi-task Representation Learning
ICML 2020
K-Core Maximization: An Edge Addition Approach
IJCAI 2019
Pivotal Relationship Identification: The K-Truss Minimization Problem
IJCAI 2019
Iterative Views Agreement: An Iterative Low-Rank Based Structured Optimization Method to Multi-View Spectral Clustering
IJCAI 2016
Learning Term Embeddings for Hypernymy Identification
IJCAI 2015