Rui Liao

6 papers · 2025–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) ⭐ Rising Star (6) ⚡ Prolific Year (6)

Conferences

ICLR (2) ICML (2) AAAI (1) MICCAI (1)

Top co-authors

Tommaso Mansi (5) Artem Moskalev (4) Mangal Prakash (4) Junjie Xu (2) Tianyu Cui (2) Junzhou Huang (1) Zhoubing Xu (1) Hehuan Ma (1) Pushpak Pati (1) Yuzhi Guo (1)

Keywords

self-supervised learning (1) multi-label classification (1) graph embedding (1) gene function prediction (1) gene ontology (1) protein function prediction (1) graph neural network (1) function annotation (1)

Papers

GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction AAAI 2025

HELM: Hierarchical Encoding for mRNA Language Modeling ICLR 2025

Beyond Sequence: Impact of Geometric Context for RNA Property Prediction ICLR 2025

InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference ICML 2025

Geometric Hyena Networks for Large-scale Equivariant Learning ICML 2025

MoMIL: Mixture of Multi-Instance Learners for Modeling Multiple Compound Activities in High Content Imaging MICCAI 2025