李诺
Nuo Li
Ph.D, Postdoctor
School of Computer Science
Fudan University
linuo@fudan.edu.cn
RESEARCH INTERESTS
Recommendation System, Crowd Knowledge Transfer, Human-AI Collaboration.
EDUCATION BACKGROUND
Ph.D, School of Computer Science, Northwestern Polytechnical University, 2018~2024
B. S, School of Computer Science, Northwestern Polytechnical University, 2014~2018
PUBLICATIONS
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Yan Liu, Bin Guo, Nuo Li, Yasan Ding, Zhouyangzi Zhang, Zhiwen Yu, CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community, IEEE Communications Surveys & Tutorials, 2024. (SCI 一区, IF:34.4)
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Nuo Li, Bin Guo, Yan Liu, Yasan Ding, Lina Yao, Xiaopeng Fan, Zhiwen Yu, Hierarchical Constrained Variational Autoencoder for Interaction-Sparse Recommendations, Information Processing & Management, 2024, 61(3): 103641. (SCI 一区)
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Nuo Li, Bin Guo, Yan Liu, Zhiwen Yu. Disentangled-feature and Composite-prior VAE for New User Social Recommendation, Expert Systems with Applications, 2024, 247: 123309. (SCI 一区)
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Nuo Li, Bin Guo, Yao Jing, Zhiwen Yu, uTransfer: Unified Transferability Metric Incorporating Heterogeneous User Data in social network, International Conference on Database Systems for Advanced Applications, 2024. (CCF B)
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En Xu, Zhiwen Yu, Nuo Li, Helei Cui, Lina Yao, Bin Guo, Quantifying predictability of sequential recommendation via logical constraints, Frontiers of Computer Science, 2023, 17(5): 175612. (SCI 二区)
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Nuo Li, Bin Guo, Yan Liu, Yasan Ding, En Xu, Lina Yao, Zhiwen Yu, Transfer how much: a fine-grained measure of the knowledge transferability of user behavior sequences in social network, Data Mining and Knowledge Discovery, 2022, 36(6): 2214-2236. (CCF B)
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Nuo Li, Bin Guo, Yan Liu, Lina Yao, Jiaqi Liu, Zhiwen Yu, AskMe: joint individual-level and community-level behavior interaction for question recommendation, World Wide Web Journal, 2022: 1-24. (CCF B)
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Yan Liu, Bin Guo, Nuo Li, Jing Zhang, Jingming Chen, Daqing Zhang, Yinxiao Liu, Zhiwen Yu, Sizhe Zhang, Lina Yao, DeepStore: An interaction-aware wide&deep model for store site recommendation with attentional spatial embeddings, IEEE Internet of Things Journal, 2019, 6(4): 7319-7333. (SCI 一区)
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Nuo Li, Bin Guo, Yan Liu, Yao Jing, Yi Ouyang, Zhiwen Yu. Commercial site recommendation based on neural collaborative filtering[C]. Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers. 2018: 138-141. (Poster, CCF A)
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Yafang Yang, Bin Guo, Kaixing Zhao, Yunji Liang, Nuo Li, Zhiwen Yu. MELPD-Detector: Multi-level ensemble learning method based on adaptive data augmentation for Parkinson disease detection via free-KD[J]. CCF Transactions on Pervasive Computing and Interaction, 2024: 1-17. (EI)
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Yueqi Sun, Bin Guo, Nuo Li, Yi Ouyang, Xiaona Li, Jiayu Xie, Zhu Wang, Zhiwen Yu, MetaProfiling: Inferring User Profiles with Few-Shot Data, The 16th International Conference on Green, Pervasive, and Cloud Computing, 2021: 2404-2409. (EI)