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Namkyeong Lee

Subgraph Federated Learning for Local Generalization

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Mar 06, 2025
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RAG-Enhanced Collaborative LLM Agents for Drug Discovery

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Feb 22, 2025
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3D Interaction Geometric Pre-training for Molecular Relational Learning

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Dec 04, 2024
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Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge

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Oct 28, 2024
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Protein-Mamba: Biological Mamba Models for Protein Function Prediction

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Sep 22, 2024
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Debiased Graph Poisoning Attack via Contrastive Surrogate Objective

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Jul 27, 2024
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Molecule Language Model with Augmented Pairs and Expertise Transfer

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Jul 12, 2024
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Task Relation-aware Continual User Representation Learning

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Jun 01, 2023
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Task-Equivariant Graph Few-shot Learning

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Jun 01, 2023
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Shift-Robust Molecular Relational Learning with Causal Substructure

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May 29, 2023
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