Yichuan Zhang
5 papers · 2011–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (14) π£ Hot Topic Early Bird
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Cross-Pollinator
(15)
π
Interdisciplinary Bridge
π
Trend Setter
Conferences
NIPS (3)
AAAI (1)
ICML (1)
Top co-authors
Keywords
hamiltonian monte carlo
(4)
sampling method
(2)
markov chain monte carlo
(2)
bayesian inference
(2)
variational inference
(1)
transfer learning
(1)
probabilistic inference
(1)
hyperparameter optimization
(1)
bayesian sampling
(1)
partition function
(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)
gradient-based inference
(1)
gradient-based sampling
(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
NIPS 2014
Continuous Relaxations for Discrete Hamiltonian Monte Carlo
NIPS 2012
Quasi-Newton Methods for Markov Chain Monte Carlo
NIPS 2011