Yichuan Zhang
5 papers · 2011–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π Conference Polyglot Β· Bronze
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Keyword Champion
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Optimization & Theory
(4)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Learning Types
(3)
Core Methods
(1)
Learning Paradigms
(1)
Mathematics
(1)
Keywords
hamiltonian monte carlo
(4)
markov chain monte carlo
(3)
bayesian inference
(2)
sampling method
(2)
variational inference
(1)
transfer learning
(1)
probabilistic inference
(1)
hyperparameter optimization
(1)
bayesian sampling
(1)
partition function
(1)
discrete optimization
(1)
gibbs sampling
(1)
mcmc sampling
(1)
stochastic process
(1)
hessian approximation
(1)
mcmc methods
(1)
continuous relaxation
(1)
riemannian manifold
(1)
discrete inference
(1)
partition function estimation
(1)
Papers
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
AAAI 2025
A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization
ICML 2021
Semi-Separable Hamiltonian Monte Carlo for Inference in Bayesian Hierarchical Models
NeurIPS 2014
Continuous Relaxations for Discrete Hamiltonian Monte Carlo
NeurIPS 2012
Quasi-Newton Methods for Markov Chain Monte Carlo
NeurIPS 2011