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Peiyan Zhang

Reasoning Can Hurt the Inductive Abilities of Large Language Models

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May 30, 2025
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From Hallucinations to Jailbreaks: Rethinking the Vulnerability of Large Foundation Models

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May 30, 2025
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Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

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Mar 31, 2025
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Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization

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Dec 04, 2024
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When Graph meets Multimodal: Benchmarking on Multimodal Attributed Graphs Learning

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Oct 11, 2024
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Towards Graph Prompt Learning: A Survey and Beyond

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Aug 26, 2024
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JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models

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Jun 26, 2024
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GPT4Rec: Graph Prompt Tuning for Streaming Recommendation

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Jun 12, 2024
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High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text-attributed Graphs

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Feb 26, 2024
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Inductive Graph Alignment Prompt: Bridging the Gap between Graph Pre-training and Inductive Fine-tuning From Spectral Perspective

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Feb 21, 2024
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