Guan-Horng Liu
14 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
🤝
Dynamic Duo
(12)
👑
Triple Crown
🏆
Keyword Champion
(3)
💎
Century Club
(14)
📈
Trend Setter
🚀
Conference Pioneer
🔥
Unstoppable
(5)
Conferences
ICLR (5)
NIPS (4)
ICML (3)
CORL (1)
RSS (1)
Top co-authors
Keywords
optimal control
(3)
schrödinger bridge
(3)
optimal transport
(2)
diffusion model
(2)
image restoration
(1)
game theory
(1)
reinforcement learning
(1)
conditional generation
(1)
variational inference
(1)
sensor fusion
(1)
image-to-image translation
(1)
model predictive control
(1)
nash equilibrium
(1)
constrained generation
(1)
stochastic process
(1)
stochastic control
(1)
trajectory inference
(1)
low-rank representation
(1)
second-order optimization
(1)
image generation
(1)
Papers
Feedback Schrödinger Bridge Matching
ICLR 2025
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching
ICML 2025
A ROBUST DIFFERENTIAL NEURAL ODE OPTIMIZER
ICLR 2024
Generalized Schrödinger Bridge Matching
ICLR 2024
Mirror Diffusion Models for Constrained and Watermarked Generation
NIPS 2023
I$^2$SB: Image-to-Image Schrödinger Bridge
ICML 2023
Deep Momentum Multi-Marginal Schrödinger Bridge
NIPS 2023
Deep Generalized Schrödinger Bridge
NIPS 2022
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory
ICLR 2022
Variational Inference MPC using Tsallis Divergence
RSS 2021
DDPNOpt: Differential Dynamic Programming Neural Optimizer
ICLR 2021
Dynamic Game Theoretic Neural Optimizer
ICML 2021
Second-Order Neural ODE Optimizer
NIPS 2021
Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation
CORL 2017