Jiayang Chen
5 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (6) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(16)
π
Keyword Champion
(3)
Conferences
AAAI (3)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
multiple sequence alignment
(3)
protein language model
(2)
self-supervised learning
(2)
computational efficiency
(1)
protein structure prediction
(1)
hierarchical generative model
(1)
subset selection
(1)
generative model
(1)
influence function
(1)
data pruning
(1)
protein structure
(1)
biological sequence
(1)
virtual msa
(1)
sequence-to-sequence pretraining
(1)
protein folding
(1)
variational auto-encoder
(1)
contact map prediction
(1)
hierarchical prototype
(1)
hierarchical semantics
(1)
document hashing
(1)
Papers
RMSAGen: Integrating Multiple Sequence Alignment for Function RNA Design
AAAI 2026
Investigating Data Pruning for Pretraining Biological Foundation Models at Scale
AAAI 2026
MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions
NIPS 2024
Document Hashing with Multi-Grained Prototype-Induced Hierarchical Generative Model
EMNLP 2024
Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation
AAAI 2022