Zuheng Xu
8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
π
Conference Polyglot
(5)
π
Grand Slam
π₯
Unstoppable
(6)
β
The Questioner
Conferences
NIPS (3)
ICML (2)
AAAI (1)
AISTATS (1)
ICLR (1)
Top co-authors
Research topics
Keywords
posterior approximation
(3)
variational inference
(3)
bayesian inference
(2)
variational optimization
(1)
normalizing flow
(1)
generative adversarial network
(1)
image fidelity
(1)
evidence lower bound
(1)
variational flow
(1)
measure-preserving map
(1)
density evaluation
(1)
hamiltonian dynamics
(1)
label consistency
(1)
numerical instability
(1)
elbo estimation
(1)
conditional image generation
(1)
negative data augmentation
(1)
continuous label
(1)
discriminator objective
(1)
hamiltonian flow
(1)
Papers
Tuning Sequential Monte Carlo Samplers via Greedy Incremental Divergence Minimization
ICML 2025
Is Gibbs sampling faster than Hamiltonian Monte Carlo on GLMs?
AISTATS 2025
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks
AAAI 2024
Embracing the chaos: analysis and diagnosis of numerical instability in variational flows
NIPS 2023
MixFlows: principled variational inference via mixed flows
ICML 2023
Bayesian inference via sparse Hamiltonian flows
NIPS 2022
CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation
ICLR 2021
Bayesian Pseudocoresets
NIPS 2020