conftrace_

protein representation

14 papers

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Co-occurring keywords · papers mentioning both

graph neural network (6) representation learning (4) protein structure (3) protein function prediction (3) multimodal learning (3) drug discovery (2) function prediction (2) protein language model (2) molecular representation (2) transfer learning (2)

Papers

Boosting Protein Graph Representations through Static-Dynamic Fusion ICML 2025 DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025 Enhancing Graph Contrastive Learning for Protein Graphs from Perspective of Invariance ICML 2025 ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025 A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models NeurIPS 2024 Evolution-Inspired Loss Functions for Protein Representation Learning ICML 2024 Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024 Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure NeurIPS 2024 MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins NeurIPS 2024 Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning ICLR 2024 ProtGO: Function-Guided Protein Modeling for Unified Representation Learning NeurIPS 2024 Learning Hierarchical Protein Representations via Complete 3D Graph Networks ICLR 2023 Protein Representation Learning by Geometric Structure Pretraining ICLR 2023 Multi-Scale Representation Learning on Proteins NeurIPS 2021