Ruoxi Jiang
6 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
dynamical system
(2)
contrastive learning
(2)
diffusion model
(2)
parameter estimation
(1)
uncertainty quantification
(1)
optimal transport
(1)
self-supervised learning
(1)
sample complexity
(1)
feature embedding
(1)
semantic representation
(1)
reproducing kernel hilbert space
(1)
chaotic dynamics
(1)
generative model
(1)
multi-armed bandit
(1)
schrödinger equation
(1)
pure exploration
(1)
visual encoder
(1)
linear probing
(1)
masked autoencoder
(1)
generative diffusion model
(1)
Papers
Residual Connections Harm Generative Representation Learning
CVPR 2026
Nested Diffusion Models Using Hierarchical Latent Priors
CVPR 2025
Deep Stochastic Mechanics
ICML 2024
Training neural operators to preserve invariant measures of chaotic attractors
NeurIPS 2023
Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification
NeurIPS 2022
Pure Exploration in Kernel and Neural Bandits
NeurIPS 2021