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Qingyun Sun

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• Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning
• Privacy Auditing of Multi-domain Graph Pre-trained Model under Membership Inference Attacks
• Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty
• GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
• Robust Graph Condensation via Classification Complexity Mitigation
• GraphKeeper: Graph Domain-Incremental Learning via Knowledge Disentanglement and Preservation