Changhe Yuan
10 papers · 1999–2023 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Ultra
π
Renaissance Researcher
(5)
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(51)
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(7)
Core Methods
(6)
Artificial Intelligence
(4)
Bayesian & Probabilistic Β· Machine Learning
(4)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Types
(2)
Optimization
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Foundations
(1)
Keywords
graphical model
(4)
bayesian network
(3)
mode finding
(3)
heuristic search
(3)
map inference
(2)
causal discovery
(1)
structure learning
(1)
approximate inference
(1)
expected loss
(1)
structured prediction
(1)
energy landscape
(1)
hierarchical model
(1)
bayesian network structure
(1)
tree decomposition
(1)
topic model
(1)
topological data analysis
(1)
image reconstruction
(1)
deep metric learning
(1)
variational inference
(1)
metric learning
(1)
Papers
Deep Metric Learning to Hierarchically Rank - An Application in Product Retrieval
EMNLP 2023
Improving Causal Discovery By Optimal Bayesian Network Learning
AAAI 2021
Efficient Heuristic Search for M-Modes Inference
PGM 2020
Solving Multiple Inference by Minimizing Expected Loss
PGM 2020
Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction
IJCAI 2019
Learning Diverse Bayesian Networks
AAAI 2019
Variational Training for Large-Scale Noisy-OR Bayesian Networks
UAI 2019
Solving M-Modes in Loopy Graphs Using Tree Decompositions
PGM 2018
Solving M-Modes Using Heuristic Search
IJCAI 2016
Importance Sampling for General Hybrid Bayesian Networks
AISTATS 1999