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Shirui Pan

Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator

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Sep 14, 2024
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Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials

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Sep 06, 2024
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Differentiating Choices via Commonality for Multiple-Choice Question Answering

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Aug 21, 2024
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DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs

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Aug 13, 2024
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Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion

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Aug 03, 2024
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Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation

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Jul 29, 2024
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LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning

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Jun 22, 2024
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Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark

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Jun 21, 2024
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The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs

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Jun 18, 2024
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Decision-focused Graph Neural Networks for Combinatorial Optimization

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Jun 05, 2024
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