Publications of Yu, Z.
2025
| , and , Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models, arXiv, 2025 |
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| and , Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs, arXiv, 2025 |
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| and , Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing, arXiv, 2025 |
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2024
| , , , , and , EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis, in: Proceedings of KDD 2024, pages 5487 - 5496, 2024 |
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| , , , , and , Emotion detection for misinformation: A review (2024), in: Information Fusion, 107(102300) |
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| and , How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning, in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 3281–3292, 2024 |
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| and , Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis, in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 3293–3306, 2024 |
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| and , Neuron-Level Knowledge Attribution in Large Language Models, in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 3267–3280, 2024 |
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