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2020 – today
- 2024
[j17]Shuai Zheng
, Zhenfeng Zhu, Zhizhe Liu, Youru Li, Yao Zhao:
Node-Oriented Spectral Filtering for Graph Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 388-402 (2024)- [j16]Huaxin Pang, Shikui Wei, Youru Li, Ting Liu, Huaqi Zhang, Ying Qin, Yao Zhao:
Asymptotic Consistent Graph Structure Learning for Multivariate Time-Series Anomaly Detection. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [j15]Youru Li, Zhenfeng Zhu, Xiaobo Guo, Shaoshuai Li, Yuchen Yang, Yao Zhao:
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction. ACM Trans. Knowl. Discov. Data 18(1): 1:1-1:21 (2024) - [j14]Xiaobo Guo, Mingming Ha, Xuewen Tao, Shaoshuai Li, Youru Li, Zhenfeng Zhu, Zhiyong Shen, Li Ma:
Multi-Task Learning with Sequential Dependence Toward Industrial Applications: A Systematic Formulation. ACM Trans. Knowl. Discov. Data 18(5): 107:1-107:29 (2024) - [j13]Youru Li, Zhenfeng Zhu, Linxun Chen, Bin Yang, Yaxi Wu, Xiaobo Guo, Bing Han, Yao Zhao:
Exploring Large-Scale Financial Knowledge Graph for SMEs Supply Chain Mining. IEEE Trans. Knowl. Data Eng. 36(5): 1979-1990 (2024) - [j12]Yunhui Xu, Youru Li, Muhao Xu, Zhenfeng Zhu, Yao Zhao:
HKA: A Hierarchical Knowledge Alignment Framework for Multimodal Knowledge Graph Completion. ACM Trans. Multim. Comput. Commun. Appl. 20(8): 256:1-256:19 (2024) - [c4]Muhao Xu, Zhenfeng Zhu, Youru Li, Shuai Zheng, Yawei Zhao, Kunlun He, Yao Zhao:
FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction. KDD 2024: 3610-3620 - [i5]Xuying Ning, Wujiang Xu, Xiaolei Liu, Mingming Ha, Qiongxu Ma, Youru Li, Linxun Chen, Yongfeng Zhang:
Information Maximization via Variational Autoencoders for Cross-Domain Recommendation. CoRR abs/2405.20710 (2024) - [i4]Muhao Xu, Zhenfeng Zhu, Youru Li, Shuai Zheng, Yawei Zhao, Kunlun He, Yao Zhao:
FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction. CoRR abs/2406.11928 (2024) - 2023
- [j11]Changxia Gao, Ning Zhang, Youru Li, Yan Lin, Huaiyu Wan:
Multi-scale adaptive attention-based time-variant neural networks for multi-step time series forecasting. Appl. Intell. 53(23): 28974-28993 (2023) - [j10]Zhenyu Guo, Muhao Xu, Yuchen Yang, Youru Li, Haiyan Wu, Zhenfeng Zhu, Yao Zhao:
CED: A case-level explainable paramedical diagnosis via AdaGBDT. Comput. Biol. Medicine 153: 106500 (2023) - [j9]Muhao Xu, Zhenfeng Zhu, Youru Li, Shuai Zheng, Linfeng Li, Haiyan Wu, Yao Zhao:
Cooperative dual medical ontology representation learning for clinical assisted decision-making. Comput. Biol. Medicine 163: 107138 (2023) - [j8]Changxia Gao, Ning Zhang, Youru Li, Yan Lin, Huaiyu Wan:
Adversarial self-attentive time-variant neural networks for multi-step time series forecasting. Expert Syst. Appl. 231: 120722 (2023) - [j7]Youru Li, Xiaobo Guo, Wenfang Lin, Mingjie Zhong, Qunwei Li, Zhongyi Liu, Wenliang Zhong, Zhenfeng Zhu:
Learning Dynamic User Interest Sequence in Knowledge Graphs for Click-Through Rate Prediction. IEEE Trans. Knowl. Data Eng. 35(1): 647-657 (2023) - [j6]Xingyuan Li, Zhenfeng Zhu, Shuai Zheng, Zhizhe Liu, Youru Li, Xiaobo Guo, Deqiang Kong, Yao Zhao:
Sylvester Equation Induced Collaborative Representation Learning for Recommendation. IEEE Trans. Knowl. Data Eng. 35(9): 8811-8822 (2023) - [c3]Youru Li, Zhenfeng Zhu, Xiaobo Guo, Linxun Chen, Zhouyin Wang, Yinmeng Wang, Bing Han, Yao Zhao:
Learning Joint Relational Co-evolution in Spatial-Temporal Knowledge Graph for SMEs Supply Chain Prediction. KDD 2023: 4426-4436 - 2022
- [j5]Changxia Gao, Ning Zhang, Youru Li, Feng Bian, Huaiyu Wan:
Self-attention-based time-variant neural networks for multi-step time series forecasting. Neural Comput. Appl. 34(11): 8737-8754 (2022) - [c2]Chen Lin, Shuai Zheng, Zhizhe Liu, Youru Li, Zhenfeng Zhu, Yao Zhao:
SGT: Scene Graph-Guided Transformer for Surgical Report Generation. MICCAI (8) 2022: 507-518 - [i3]Youru Li, Zhenfeng Zhu, Xiaobo Guo, Shaoshuai Li, Yuchen Yang, Yao Zhao:
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction. CoRR abs/2211.07956 (2022) - [i2]Shuai Zheng, Zhenfeng Zhu, Zhizhe Liu, Youru Li, Yao Zhao:
Node-oriented Spectral Filtering for Graph Neural Networks. CoRR abs/2212.03654 (2022) - 2021
- [j4]Wanlu Zhang, Haiyan Wu, Yang Liu, Shuai Zheng, Zhizhe Liu, Youru Li, Yao Zhao, Zhenfeng Zhu:
Deep learning based torsional nystagmus detection for dizziness and vertigo diagnosis. Biomed. Signal Process. Control. 68: 102616 (2021) - 2020
- [j3]Youru Li, Zhenfeng Zhu, Haiyan Wu, Silu Ding, Yao Zhao:
CCAE: Cross-field categorical attributes embedding for cancer clinical endpoint prediction. Artif. Intell. Medicine 107: 101915 (2020) - [j2]Xiaobo Guo, Wenfang Lin, Youru Li, Zhongyi Liu, Lin Yang, Shuliang Zhao, Zhenfeng Zhu:
DKEN: Deep knowledge-enhanced network for recommender systems. Inf. Sci. 540: 263-277 (2020)
2010 – 2019
- 2019
- [j1]Youru Li, Zhenfeng Zhu, Deqiang Kong, Hua Han, Yao Zhao:
EA-LSTM: Evolutionary attention-based LSTM for time series prediction. Knowl. Based Syst. 181 (2019) - [c1]Youru Li, Zhenfeng Zhu, Deqiang Kong, Meixiang Xu, Yao Zhao:
Learning Heterogeneous Spatial-Temporal Representation for Bike-Sharing Demand Prediction. AAAI 2019: 1004-1011 - 2018
- [i1]Youru Li, Zhenfeng Zhu, Deqiang Kong, Hua Han, Yao Zhao:
EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction. CoRR abs/1811.03760 (2018)
Coauthor Index
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