Yuxuan Ren
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(23)
π
Keyword Champion
(2)
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Optimization & Theory
(3)
Application Areas
(2)
Core AI
(2)
Learning Types
(2)
Techniques
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Keywords
energy prediction
(2)
multi-task learning
(1)
bayesian inference
(1)
preference optimization
(1)
image reconstruction
(1)
markov decision process
(1)
posterior distribution
(1)
constraint satisfaction
(1)
molecular geometry
(1)
parameter uncertainty
(1)
probabilistic model
(1)
diffusion model
(1)
data heterogeneity
(1)
geometric graph neural network
(1)
stochastic differential equation
(1)
energy-based model
(1)
molecular property
(1)
physical consistency
(1)
heterogeneous data
(1)
structure prediction
(1)
Papers
EPO: Diverse and Realistic Protein Ensemble Generation via Energy Preference Optimization
AAAI 2026
CryoGEN: Generative Energy-based Models for Cryogenic Electron Tomography Reconstruction
ICLR 2025
Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs
NeurIPS 2024
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
NeurIPS 2024
QCQP-Net: Reliably learning feasible alternating current optimal power flow solutions under constraints
L4DC 2024
Bayesian Risk Markov Decision Processes
NeurIPS 2022