Xuhui Fan
21 papers · 2016–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (5) π Academic Marathon (9)
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Academic Marathon
(9)
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Cross-Pollinator
(6)
πΊοΈ
Taxonomy Completionist
(46)
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Dynamic Duo
(10)
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Keyword Champion
(2)
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Century Club
(20)
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Keyword Collector
(103)
Conferences
IJCAI (5)
NIPS (5)
AAAI (4)
AISTATS (3)
ICML (3)
JMLR (1)
Top co-authors
Keywords
bayesian nonparametrics
(5)
gaussian process
(4)
gibbs sampling
(4)
regression tree
(3)
variational inference
(3)
link prediction
(3)
bayesian inference
(2)
dirichlet belief network
(2)
spatial partitioning
(2)
nonparametric bayesian
(2)
hawkes process
(2)
probabilistic framework
(2)
uncertainty quantification
(1)
domain adaptation
(1)
bayesian learning
(1)
zero-shot learning
(1)
continuous-time modeling
(1)
community detection
(1)
online learning
(1)
edge modeling
(1)
Papers
Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation
AAAI 2026
Navigating Towards Fairness with Data Selection
AAAI 2025
Dynamic Spectral Graph Anomaly Detection
AAAI 2025
Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation
ICML 2024
Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data
NIPS 2024
Nonstationary Sparse Spectral Permanental Process
NIPS 2024
Free-Form Variational Inference for Gaussian Process State-Space Models
ICML 2023
Bayesian Federated Learning: A Survey
IJCAI 2023
Continuous-time edge modelling using non-parametric point processes
NIPS 2021
Bayesian Nonparametric Space Partitions: A Survey
IJCAI 2021
Poisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief Networks
ICML 2021
Online Binary Space Partitioning Forests
AISTATS 2020
Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel
AAAI 2020
Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling
IJCAI 2020
Efficient Inference for Nonparametric Hawkes Processes Using Auxiliary Latent Variables
JMLR 2020
Scalable Deep Generative Relational Model with High-Order Node Dependence
NIPS 2019
Binary Space Partitioning Forest
AISTATS 2019
The Binary Space Partitioning-Tree Process
AISTATS 2018
Rectangular Bounding Process
NIPS 2018
Bayesian Optimization of Partition Layouts for Mondrian Processes
IJCAI 2016
Copula Mixed-Membership Stochastic Blockmodel
IJCAI 2016