Jiayang Chen

5 papers · 2022–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (3)

Venues

AAAI (3) EMNLP (1) NeurIPS (1)

Top co-authors

Yu Li (4) Jiao Yuan (2) Jiyue Jiang (2) Chang Zhou (2) Yanyu Chen (1) Liangzhen Zheng (1) Le Zhang (1) Qinliang Su (1) Tianqing Zhang (1) Siqi Sun (1)

Research topics

Machine Learning (5) Deep Learning (3) Learning Types · Machine Learning (3) Learning Types · Deep Learning (3) Healthcare & Medicine (2) Application Areas (2) Core Methods (2) Models (2) Research (2) Artificial Intelligence (1) Computer Science (1) Applications (1) Core AI (1) Techniques (1)

Keywords

multiple sequence alignment (3) self-supervised learning (2) protein language model (2) computational efficiency (1) protein structure prediction (1) hierarchical generative model (1) subset selection (1) generative model (1) variational autoencoder (1) influence function (1) data pruning (1) protein structure (1) biological sequence (1) virtual msa (1) sequence-to-sequence pretraining (1) protein folding (1) contact map prediction (1) hierarchical prototype (1) hierarchical semantics (1) document hashing (1)

Papers

Investigating Data Pruning for Pretraining Biological Foundation Models at Scale AAAI 2026 RMSAGen: Integrating Multiple Sequence Alignment for Function RNA Design AAAI 2026 Document Hashing with Multi-Grained Prototype-Induced Hierarchical Generative Model EMNLP 2024 MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions NeurIPS 2024 Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation AAAI 2022