Shengfei Lyu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Topics

Text Classification

Graph Embedding

Ground Penetrating Radar

Relation Extraction

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

ACM Trans. Asian Low Resour. Lang. Inf. Process.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Shengfei Lyu, Xiren Zhou, Xingyu Wu, Qiuju Chen, Huanhuan Chen
Self-Attention Over Tree for Relation Extraction With Data-Efficiency and Computational Efficiency. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Xin Wang, Shengfei Lyu, Xiangyu Wang, Xingyu Wu, Huanhuan Chen
Temporal knowledge graph embedding via sparse transfer matrix. Inf. Sci. 623 (2023)
Zhenchao Tao, Shengfei Lyu
A Survey on Automatic Delineation of Radiotherapy Target Volume based on Machine Learning. Data Intell. 5 (3) (2023)
Bryan Lim Cheng Yee, Chenyu Hou, Gaoxia Zhu, Fun Siong Lim, Shengfei Lyu, Xiuyi Fan
A Software Platform for Evaluating Student Essays in Interdisciplinary Learning with Topic Classification Techniques. AIED (Posters/Late Breaking Results/...) (2023)
Shengfei Lyu, Jin Cheng, Xingyu Wu, Lizhen Cui, Huanhuan Chen, Chunyan Miao
Auxiliary Learning for Relation Extraction. IEEE Trans. Emerg. Top. Comput. Intell. 6 (1) (2022)
Xin Wang, Shengfei Lyu, Xingyu Wu, Tianhao Wu, Huanhuan Chen
Generalization Bounds for Estimating Causal Effects of Continuous Treatments. NeurIPS (2022)
Shengfei Lyu, Xingyu Wu, Jinlong Li, Qiuju Chen, Huanhuan Chen
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition. IEEE Trans. Emerg. Top. Comput. Intell. 6 (4) (2022)
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
Estimating the Direction and Radius of Pipe from GPR Image by Ellipse Inversion Model. CoRR (2022)
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression. CoRR (2022)
Gangqiang Hu, Shengfei Lyu, Xingyu Wu, Jinlong Li, Huanhuan Chen
Contextual-Aware Information Extractor with Adaptive Objective for Chinese Medical Dialogues. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (5) (2022)
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
Ellipse Inversion Model for Estimating the Orientation and Radius of Pipes From GPR Image. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shengfei Lyu, Huanhuan Chen
Relation Classification with Entity Type Restriction. ACL/IJCNLP (Findings) (2021)
Shengfei Lyu, Jiaqi Liu
Convolutional Recurrent Neural Networks for Text Classification. J. Database Manag. 32 (4) (2021)
Shengfei Lyu, Huanhuan Chen
Relation Classification with Entity Type Restriction. CoRR (2021)
Shengfei Lyu, Xingyu Wu, Jinlong Li, Qiuju Chen, Huanhuan Chen
Do Models Learn the Directionality of Relations? A New Evaluation Task: Relation Direction Recognition. CoRR (2021)
Weibo Shu, Yaqiang Yao, Shengfei Lyu, Jinlong Li, Huanhuan Chen
Short isometric shapelet transform for binary time series classification. Knowl. Inf. Syst. 63 (8) (2021)
Shengfei Lyu, Xing Tian, Yang Li, Bingbing Jiang, Huanhuan Chen
Probabilistic Classification Vector Machine for Multi-Class Classification. CoRR (2020)
Zhenyu Liu, Haiwei Huang, Chaohong Lu, Shengfei Lyu
Multichannel CNN with Attention for Text Classification. CoRR (2020)
Shengfei Lyu, Jiaqi Liu
Combine Convolution with Recurrent Networks for Text Classification. CoRR (2020)
Zhenyu Liu, Chaohong Lu, Haiwei Huang, Shengfei Lyu, Zhenchao Tao
Text Classification based on Multi-granularity Attention Hybrid Neural Network. CoRR (2020)
Shengfei Lyu, Jiaqi Liu
Hybrid Framework of Convolution and Recurrent Neural Networks for Text Classification. ICKG (2020)
Shengfei Lyu, Xing Tian, Yang Li, Bingbing Jiang, Huanhuan Chen
Multiclass Probabilistic Classification Vector Machine. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Zhenyu Liu, Chaohong Lu, Haiwei Huang, Shengfei Lyu, Zhenchao Tao
Hierarchical Multi-Granularity Attention- Based Hybrid Neural Network for Text Classification. IEEE Access 8 (2020)