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Jiajun Zhou

Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification

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Dec 11, 2024
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Lateral Movement Detection via Time-aware Subgraph Classification on Authentication Logs

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Nov 15, 2024
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Rethinking Graph Transformer Architecture Design for Node Classification

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Oct 15, 2024
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Network Anomaly Traffic Detection via Multi-view Feature Fusion

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Sep 12, 2024
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PolyCL: Contrastive Learning for Polymer Representation Learning via Explicit and Implicit Augmentations

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Aug 14, 2024
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Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision

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Aug 01, 2024
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Dual-view Aware Smart Contract Vulnerability Detection for Ethereum

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Jun 29, 2024
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A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures

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Mar 24, 2024
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EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning

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Mar 24, 2024
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LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models

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Feb 18, 2024
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