Haoyang Zheng
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
replica exchange
(2)
langevin dynamics
(2)
posterior sampling
(1)
markov chain monte carlo
(1)
bayesian optimization
(1)
thompson sampling
(1)
discrete sampling
(1)
energy-based model
(1)
langevin monte carlo
(1)
log-concave distribution
(1)
high-dimensional problem
(1)
high-dimensional posterior
(1)
mixing rate
(1)
constrained exploration
(1)
quadratic behavior
(1)
reflected resgld
(1)
stagnation
(1)
approximate inference
(1)
Papers
Exploring Non-Convex Discrete Energy Landscapes: An Efficient Langevin-Like Sampler with Replica Exchange
AAAI 2026
Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo
AISTATS 2024
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics
ICML 2024