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Zhenyun Deng
Zhenyun Deng
Verified email at cam.ac.uk
Title
Cited by
Cited by
Year
Efficient kNN classification algorithm for big data
Z Deng, X Zhu, D Cheng, M Zong, S Zhang
Neurocomputing 195, 143-148, 2016
6202016
A novel kNN algorithm with data-driven k parameter computation
S Zhang, D Cheng, Z Deng, M Zong, X Deng
Pattern Recognition Letters 109, 44-54, 2018
2162018
kNN Algorithm with Data-Driven k Value
D Cheng, S Zhang, Z Deng, Y Zhu, M Zong
Advanced Data Mining and Applications: 10th International Conference, ADMA …, 2014
1112014
Multi-scale graph fusion for co-saliency detection
R Hu, Z Deng, X Zhu
Proceedings of the AAAI conference on artificial intelligence 35 (9), 7789-7796, 2021
242021
Supervised feature selection algorithm via discriminative ridge regression
S Zhang, D Cheng, R Hu, Z Deng
World Wide Web 21, 1545-1562, 2018
222018
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering
Z Deng, Y Zhu, Y Chen, M Witbrock, P Riddle
IJCAI-ECAI 2022, 4093-4099, 2022
172022
Improved spectral clustering algorithm based on similarity measure
J Yan, D Cheng, M Zong, Z Deng
Advanced Data Mining and Applications: 10th International Conference, ADMA …, 2014
152014
Sparse sample self-representation for subspace clustering
Z Deng, S Zhang, L Yang, M Zong, D Cheng
Neural Computing and Applications 29, 43-49, 2018
102018
Leverage triple relational structures via low-rank feature reduction for multi-output regression
S Zhang, L Yang, Z Deng, D Cheng, Y Li
Multimedia Tools and Applications 76, 17461-17477, 2017
82017
Prompt-based Conservation Learning for Multi-hop Question Answering
Z Deng, Y Zhu, Y Chen, Q Qi, M Witbrock, P Riddle
COLING 2022, 2022
52022
Multi-step deductive reasoning over natural language: An empirical study on out-of-distribution generalisation
Q Bao, AY Peng, T Hartill, N Tan, Z Deng, M Witbrock, J Liu
arXiv preprint arXiv:2207.14000, 2022
42022
Efficient subspace clustering based on self-representation and grouping effect
S Zhang, Y Li, D Cheng, Z Deng, L Yang
Neural Computing and Applications 29, 51-59, 2018
42018
Sparse sample self-representation for subspace clustering
L Dahua, Y Lifeng, D Zhenyun, L Yonggang, L Yan
CAAI transactions on intelligent systems 11, 696-702, 2016
42016
Contrastive learning with logic-driven data augmentation for logical reasoning over text
Q Bao, AY Peng, Z Deng, W Zhong, N Tan, N Young, Y Chen, Y Zhu, ...
arXiv preprint arXiv:2305.12599, 2023
32023
Explicit Graph Reasoning Fusing Knowledge and Contextual Information for Multi-hop Question Answering
Z Deng, Y Zhu, Q Qi, MJ Witbrock, P Riddle
Proceedings of the 2nd Workshop on Deep Learning on Graphs for Natural …, 2022
12022
Robust Node Classification on Graph Data with Graph and Label Noise
Y Zhu, L Feng, Z Deng, Y Chen, R Amor, M Witbrock
Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 17220 …, 2024
2024
Chain of Propagation Prompting for Node Classification
Y Zhu, Z Deng, Y Chen, R Amor, M Witbrock
Proceedings of the 31st ACM International Conference on Multimedia, 3012-3020, 2023
2023
Interpretable Multi-hop Question Answering
Z Deng
The University of Auckland, 2023
2023
Stable Causal Feature Selection based on Direct Causal Effect Estimation
X Du, Q Chen, D Cheng, Q Huang, J Cao, Z Deng, S Zhang
2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th …, 2022
2022
TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs
Q Qi, Z Deng, Y Zhu, LJ Lee, MJ Witbrock, J Liu
Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022 …, 2022
2022
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