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portfolio
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publications
Mechanistic Data Attribution: Tracing the Training Origins of Interpretable LLM Units
Accepted by International Conference on Machine Learning (ICML), Oral Presentation (Top 0.7%), 2026
Jianhui Chen*, Yuzhang Luo*, and Liangming Pan. (* Equal contribution)
Recommended citation: Chen, Jianhui, Yuzhang Luo, and Liangming Pan. "Mechanistic Data Attribution: Tracing the Training Origins of Interpretable LLM Units." arXiv preprint arXiv:2601.21996 (2026).
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From Reweighting to Rewriting: Unlocking the Intervention Effects of Influential Samples in Training Data Attribution
arXiv preprint arXiv:2609.02771, 2026
Yuzhang Luo*, Chenpeng Wang*, Jianhui Chen*, and Liangming Pan. (* Equal contribution)
Recommended citation: Luo, Yuzhang, Chenpeng Wang, Jianhui Chen, and Liangming Pan. "From Reweighting to Rewriting: Unlocking the Intervention Effects of Influential Samples in Training Data Attribution." arXiv preprint arXiv:2609.02771 (2026).
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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