Changhe Yuan
9 papers · 2016–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer
π
Conference Polyglot
(5)
π
Academic Marathon
(7)
π
Cross-Pollinator
(10)
π
Keyword Champion
(3)
π
Conference Pioneer
Conferences
PGM (3)
AAAI (2)
IJCAI (2)
EMNLP (1)
UAI (1)
Top co-authors
Keywords
graphical model
(4)
bayesian network
(3)
mode finding
(3)
heuristic search
(3)
structure learning
(1)
causal discovery
(1)
approximate inference
(1)
expected loss
(1)
structured prediction
(1)
map inference
(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
Solving Multiple Inference by Minimizing Expected Loss
PGM 2020
Efficient Heuristic Search for M-Modes Inference
PGM 2020
Variational Training for Large-Scale Noisy-OR Bayesian Networks
UAI 2019
Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction
IJCAI 2019
Learning Diverse Bayesian Networks
AAAI 2019
Solving M-Modes in Loopy Graphs Using Tree Decompositions
PGM 2018
Solving M-Modes Using Heuristic Search
IJCAI 2016