Xiaojun Lin
11 papers · 2008–2025 · 8 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(6)
Optimization & Theory · Machine Learning
(5)
Core Methods
(4)
Mathematics & Optimization
(3)
Application Areas
(3)
Architectures
(3)
Optimization
(3)
Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
transfer learning
(2)
knowledge distillation
(2)
gradient descent
(2)
double descent
(2)
neural tangent kernel
(2)
supervised learning
(2)
graph matching
(2)
generalization error
(2)
representation learning
(2)
feature matching
(1)
sample complexity
(1)
binary classification
(1)
sparse linear regression
(1)
message passing
(1)
compressive sensing
(1)
value iteration
(1)
markov decision processes
(1)
linear regression
(1)
feature learning
(1)
learning theory
(1)
Papers
A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks
L4DC 2025
Quantum Algorithms for Finite-horizon Markov Decision Processes
ICML 2025
SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching
ICML 2023
A Case for Task Sampling based Learning for Cluster Job Scheduling
NSDI 2022
On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
NeurIPS 2022
Graph Matching with Partially-Correct Seeds
JMLR 2021
On the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models
ICML 2021
Student-Teacher Learning From Clean Inputs to Noisy Inputs
CVPR 2021
Overfitting Can Be Harmless for Basis Pursuit, But Only to a Degree
NeurIPS 2020
Refining Grammars for Parsing with Hierarchical Semantic Knowledge
EMNLP 2009
An Improved CRF based Chinese Language Processing System for SIGHAN Bakeoff 2007
IJCNLP 2008