Guan-Horng Liu
14 papers · 2017–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (28) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(12)
👑
Triple Crown
🧭
Keyword Pioneer
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
💎
Century Club · Bronze
📈
Trend Setter
🗃️
Keyword Collector
(72)
Venues
Top co-authors
Research topics
Machine Learning
(12)
Optimization & Theory
(10)
Deep Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Models
(7)
Mathematics & Optimization
(3)
Optimization
(3)
Computer Vision
(2)
Reinforcement Learning
(2)
Application Areas
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Keywords
schrödinger bridge
(5)
optimal control
(4)
diffusion model
(4)
optimal transport
(3)
variational inference
(2)
differential dynamic programming
(2)
forward-backward stochastic differential equation
(2)
generative modeling
(2)
game theory
(1)
sensor fusion
(1)
image restoration
(1)
image-to-image translation
(1)
model predictive control
(1)
neural network optimization
(1)
reinforcement learning
(1)
adversarial training
(1)
stochastic control
(1)
conditional generation
(1)
distribution matching
(1)
nash equilibrium
(1)
Papers
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching
ICML 2025
Feedback Schrödinger Bridge Matching
ICLR 2025
A ROBUST DIFFERENTIAL NEURAL ODE OPTIMIZER
ICLR 2024
Generalized Schrödinger Bridge Matching
ICLR 2024
Deep Momentum Multi-Marginal Schrödinger Bridge
NeurIPS 2023
I$^2$SB: Image-to-Image Schrödinger Bridge
ICML 2023
Mirror Diffusion Models for Constrained and Watermarked Generation
NeurIPS 2023
Deep Generalized Schrödinger Bridge
NeurIPS 2022
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory
ICLR 2022
DDPNOpt: Differential Dynamic Programming Neural Optimizer
ICLR 2021
Dynamic Game Theoretic Neural Optimizer
ICML 2021
Second-Order Neural ODE Optimizer
NeurIPS 2021
Variational Inference MPC using Tsallis Divergence
RSS 2021
Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation
CoRL 2017