Longlin Yu
7 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Models
(6)
Optimization & Theory
(6)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Generation
(1)
Mathematics
(1)
Optimization
(1)
Keywords
semi-implicit variational inference
(3)
score matching
(3)
bayesian inference
(2)
reproducing kernel hilbert space
(1)
hierarchical model
(1)
hierarchical structure
(1)
constrained sampling
(1)
diffusion model
(1)
gradient flow
(1)
boundary condition
(1)
score network
(1)
particle method
(1)
wasserstein gradient flow
(1)
particle-based variational inference
(1)
kernel stein discrepancy
(1)
variational distribution
(1)
simulation-free training
(1)
hierarchical variational inference
(1)
kernelized gradient flow
(1)
velocity model
(1)
Papers
Continuous Semi-Implicit Models
ICML 2025
Functional Gradient Flows for Constrained Sampling
NeurIPS 2024
Kernel Semi-Implicit Variational Inference
ICML 2024
Reflected Flow Matching
ICML 2024
Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration
NeurIPS 2023
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow
NeurIPS 2023
Semi-Implicit Variational Inference via Score Matching
ICLR 2023