Guosheng Yin
15 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (7) π Cross-Pollinator (12)
π
Conference Polyglot
(8)
π
Academic Marathon
(7)
π
Cross-Pollinator
(12)
π
Keyword Champion
(2)
π
Century Club
(15)
ποΈ
Keyword Collector
(64)
Conferences
ICML (4)
JMLR (3)
CVPR (2)
NIPS (2)
AAAI (1)
COLING (1)
ECCV (1)
IJCAI (1)
Top co-authors
Keywords
local linear model
(2)
graph neural network
(2)
representation learning
(2)
nonparametric regression
(2)
delaunay triangulation
(2)
maximum likelihood estimation
(2)
parameter estimation
(1)
false discovery rate
(1)
causal inference
(1)
hypothesis testing
(1)
semi-supervised domain adaptation
(1)
bayesian model selection
(1)
functional data analysis
(1)
boundary detection
(1)
feature representation
(1)
magnetic resonance imaging
(1)
portrait animation
(1)
markov chain
(1)
survival analysis
(1)
function approximation
(1)
Papers
Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation
JMLR 2025
Cross-Modal Alignment via Variational Copula Modelling
ICML 2025
Causal Effect of Functional Treatment
JMLR 2025
MVPortrait: Text-Guided Motion and Emotion Control for Multi-view Vivid Portrait Animation
CVPR 2025
cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process
ECCV 2024
Enhancing Semi-supervised Domain Adaptation via Effective Target Labeling
AAAI 2024
Interpret ESG Ratingβs Impact on the Industrial Chain Using Graph Neural Networks
IJCAI 2023
Histopathology Whole Slide Image Analysis With Heterogeneous Graph Representation Learning
CVPR 2023
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations
NIPS 2023
Crystallization Learning with the Delaunay Triangulation
ICML 2021
Learning distributed sentence vectors with bi-directional 3D convolutions
COLING 2020
Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging
JMLR 2020
Fast Algorithm for Generalized Multinomial Models with Ranking Data
ICML 2019
Fast and Stable Maximum Likelihood Estimation for Incomplete Multinomial Models
ICML 2019
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors
NIPS 2018