Rui Liao
7 papers · 2025–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
⭐
Rising Star
(7)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Application Areas
(4)
Healthcare & Medicine
(3)
Learning Types · Machine Learning
(3)
Research
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Mathematics
(1)
Keywords
self-supervised learning
(2)
multi-label classification
(1)
graph embedding
(1)
rotation
(1)
biomarker discovery
(1)
gene function prediction
(1)
translation
(1)
bias mitigation
(1)
language model
(1)
drug discovery
(1)
gene ontology
(1)
training data
(1)
informative prior
(1)
protein function prediction
(1)
hierarchical encoding
(1)
protein-protein interaction
(1)
graph neural network
(1)
multimodal integration
(1)
messenger rna
(1)
function annotation
(1)
Papers
BiGMINT: Biologically-guided Hierarchical Multimodal Integration for Modeling Multiple Compound Activities in Drug Discovery
CVPR 2026
Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
ICLR 2025
Geometric Hyena Networks for Large-scale Equivariant Learning
ICML 2025
GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction
AAAI 2025
HELM: Hierarchical Encoding for mRNA Language Modeling
ICLR 2025
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference
ICML 2025
MoMIL: Mixture of Multi-Instance Learners for Modeling Multiple Compound Activities in High Content Imaging
MICCAI 2025