Xin-Peng Li @ LAMDA, NJU-AI
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李鑫澎 |
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Biography
Currently I am a graduate student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, led by professor Zhi-Hua Zhou.
I received my B.Eng. degree from School of Artificial Intelligence, Nanjing University in June 2024. In the same year, I was admitted to study for a Ph.D. degree in Nanjing University without entrance examination, under the supervision of Prof. Kai Ming Ting.
Research Interests
My research interests include Machine Learning and Data Mining, with a specific focus on eXplainable Artificial Intelligence (XAI).
Publications
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Distribution-Based Feature Attribution for Explaining the Predictions of Any Classifier. [paper, poster, slides]
Xinpeng Li, and Kai Ming Ting.
In: Proceedings of the 40th AAAI Conference on Artificial Intelligence (AAAI-26 Oral), Singapore, 2026. Page: 23221-23229.
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Case-Based Interpretability in Graph-Level Anomaly Detection via Contrast with Normal Prototype.
Qiuran Zhao, Kai Ming Ting, and Xinpeng Li.
In: Proceedings of the 34th International Conference on Case-Based Reasoning (ICCBR-26 Oral), Bremen, Germany, 2026. Page: to appear.
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VDeH: Voronoi Diagram Encoded Hashing for Effective and Efficient Similarity Search, Applicable to Different Types of Databases.
Yang Xu, Kai Ming Ting, Xinpeng Li, and Yunpeng Li.
Journal of Artificial Intelligence Research (JAIR), 2026. Page: to appear.
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Online Automatic Modulation Classification Based on Distributional Signal Representation.
Xinpeng Li*, Zile Jiang*, Kai Ming Ting, and Ye Zhu.
In: Proceedings of the 19th International Conference on Knowledge Science, Engineering and Management (KSEM-26), Beijing, China, 2026. Page: to appear.
Patent
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一种基于隔离分布核的在线自动调制分类方法. [PDF]
陈开明 (Kai Ming Ting), 李鑫澎 (Xinpeng Li).
专利号: ZL 2024 1 1355494.5.
Awards & Honors
- Outstanding Graduate Student of Nanjing University, 2025.
- Outstanding Public Service Award, 2025.
- Outstanding Admissions Volunteer, 2025
- President's Special Scholarship for Doctoral Students, 2024.
- People's Scholarship, 2021, 2023.
Teaching Assistant
- Selected Topics in Anomaly Detection and Clustering. (With Prof. Kai Ming Ting; For graduate students; 2026 Spring)
- Introduction to Data Mining. (With Prof. Kai Ming Ting; For undergraduate students; 2025 Spring)
Correspondence
Email: lixp@lamda.nju.edu.cn
Office: B306, School of Artificial Intelligence Building, Nanjing University Xianlin Campus
Address: State Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China