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Jundong Li

Energy-Based Transformers are Scalable Learners and Thinkers

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Jul 02, 2025
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Graph Prompting for Graph Learning Models: Recent Advances and Future Directions

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Jun 10, 2025
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MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning

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May 22, 2025
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Graph Foundation Models: A Comprehensive Survey

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May 21, 2025
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FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs

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Apr 29, 2025
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Are We Merely Justifying Results ex Post Facto? Quantifying Explanatory Inversion in Post-Hoc Model Explanations

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Apr 11, 2025
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A Survey of Scaling in Large Language Model Reasoning

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Apr 02, 2025
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Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models

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Mar 30, 2025
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Reasoning of Large Language Models over Knowledge Graphs with Super-Relations

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Mar 28, 2025
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Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems

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Feb 19, 2025
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