Yuguang Yan
15 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (8)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(8)
🗃️
Keyword Collector
(68)
🚀
Conference Pioneer
💎
Century Club
(15)
⚡
Prolific Year
(7)
Conferences
AAAI (6)
ICML (3)
IJCAI (3)
ACML (2)
ICLR (1)
Top co-authors
Keywords
optimal transport
(5)
neural network
(2)
heterogeneous domain adaptation
(2)
causal inference
(1)
spectral clustering
(1)
transfer learning
(1)
image generation
(1)
hypergraph learning
(1)
alternating optimization
(1)
image-to-image translation
(1)
semantic consistency
(1)
neural network optimization
(1)
loss landscape
(1)
neural architecture
(1)
granger causality
(1)
entropic gromov-wasserstein
(1)
class imbalance
(1)
distribution matching
(1)
causal discovery
(1)
semi-supervised learning
(1)
Papers
Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport
ICML 2025
Improving Deep Regression with Tightness
ICLR 2025
Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport
AAAI 2025
Exploiting Geometry for Treatment Effect Estimation via Optimal Transport
AAAI 2024
TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences
AAAI 2024
Combinatorial Routing for Neural Trees
IJCAI 2024
Reducing Balancing Error for Causal Inference via Optimal Transport
ICML 2024
Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning
ICML 2024
Hypergraph Joint Representation Learning for Hypervertices and Hyperedges via Cross Expansion
AAAI 2024
An Optimal Transport View for Subspace Clustering and Spectral Clustering
AAAI 2024
Oversampling for Imbalanced Data via Optimal Transport
AAAI 2019
Cartoon-to-Photo Facial Translation with Generative Adversarial Networks
ACML 2018
Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation
IJCAI 2018
Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation
IJCAI 2017
On the Flatness of Loss Surface for Two-layered ReLU Networks
ACML 2017