Yinjun Jia

5 papers · 2023–2025 · 2 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 (15)

Venues

ICLR (3) NeurIPS (2)

Top co-authors

Wei-Ying Ma (4) Yanyan Lan (4) Bowen Gao (3) Yuyan Ni (1) YuanLe Mo (1) Zhi-ming Ma (1) Yang Liu (1) Ya-Qin Zhang (1) Minghao Li (1) Jingjing Liu (1)

Research topics

Machine Learning (5) Learning Types (4) Core Methods (3) Deep Learning (2) Architectures (2) Artificial Intelligence (1) Healthcare & Medicine (1) Learning Paradigms (1) Models (1) Optimization & Theory (1) Research (1)

Keywords

protein structure (2) self-supervised learning (2) virtual screening (2) contrastive learning (2) representation learning (2) molecular generation (1) molecular representation (1) geometric learning (1) peptide design (1) geometric latent diffusion (1) full-atom geometry (1) spearman correlation (1) molecular docking (1) 3d structure (1) protein-ligand binding (1) bioactivity prediction (1) binding affinity prediction (1) protein-molecule binding (1) atomic pairwise distance (1) small molecule-protein interaction (1)

Papers

Redefining the task of Bioactivity Prediction ICLR 2025 Full-Atom Peptide Design with Geometric Latent Diffusion NeurIPS 2024 Protein-ligand binding representation learning from fine-grained interactions ICLR 2024 Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment ICLR 2024 DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening NeurIPS 2023