Truyen Nguyen
11 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (20)
π
Conference Polyglot
(5)
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
π
Century Club
(11)
β‘
Prolific Year
(5)
Conferences
AISTATS (5)
ICML (2)
IJCAI (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
optimal transport
(7)
domain adaptation
(2)
graph metric
(2)
imitation learning
(2)
label shift
(2)
kernel methods
(2)
unbalanced transport
(2)
negative definite kernel
(2)
probability measure
(2)
tree metric
(2)
multi-source domain adaptation
(1)
entropy regularization
(1)
gradient flow
(1)
first-order method
(1)
first-order optimization
(1)
negative definiteness
(1)
word embedding
(1)
sobolev space
(1)
riemannian gradient
(1)
graph metric space
(1)
Papers
Scalable Sobolev IPM for Probability Measures on a Graph
ICML 2025
Generalized Sobolev Transport for Probability Measures on a Graph
ICML 2024
Optimal Transport for Measures with Noisy Tree Metric
AISTATS 2024
Dynamic Flows on Curved Space Generated by Labeled Data
IJCAI 2023
Scalable Unbalanced Sobolev Transport for Measures on a Graph
AISTATS 2023
Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics
AISTATS 2022
Most: multi-source domain adaptation via optimal transport for student-teacher learning
UAI 2021
On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
AISTATS 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice
AISTATS 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport
IJCAI 2021
Adversarial Regression with Doubly Non-negative Weighting Matrices
NIPS 2021