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Faculty of Science and Tech...
4
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1
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3
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JIA Weijia
4
LI Yu
1
MA Shumin
1
GUO Jianxiong
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5
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Representation learning
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Lecture Notes in Computer S...
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PRICAI 2022: Trends in Arti...
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Robust Bi-Orthogonal Projection Learning: An Enhanced Dimensionality Reduction Method and Its Application in Unsupervised Learning
Journal article
Electronics (Switzerland),2024, volume: 13, issue: 24
Authors:
Qin, Xianhao
;
Li, Chunsheng
;
Liang, Yingyi
;
Zheng, Huilin
;
Dong, Luxi
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View/Download:5/0
  |  
Submit date:2025/03/10
dimensionality reduction
sparse representation
structure consistency
subspace learning
Graph representation learning for popularity prediction problem: A survey
Journal article
Discrete Mathematics, Algorithms and Applications,2022, volume: 14, issue: 7
Authors:
Chen, Tiantian
;
Guo, Jianxiong
;
Wu, Weili
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View/Download:12/0
  |  
Submit date:2022/11/14
Deep learning
graph representation learning
information cascading
information diffusion
popularity prediction
social networks
Forecasting Asset Dependencies to Reduce Portfolio Risk
Conference paper
Proceedings of the 36th AAAI Conference on Artificial Intelligence, Virtually, FEB 22 – Mar 1, 2022
Authors:
Zhu, Haoren
;
Liu, Shih-Yang
;
Zhao, Pengfei
;
Chen, Yingying
;
Lee, Dik Lun
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View/Download:6/0
  |  
Submit date:2023/02/08
Data Mining & Knowledge Management (DMKM)
Machine Learning (ML)
Domain(s) Of Application (APP)
Knowledge Representation And Reasoning (KRR)
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information
Conference paper
PRICAI 2022: Trends in Artificial Intelligence: 19th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2022, Shanghai, China, November 10–13, 2022, Proceedings, Part II, Shanghai, China, November 10–13, 2022
Authors:
Huang, Yiyan
;
Leung, Cheuk Hang
;
Ma, Shumin
;
Wu, Qi
;
Wang, Dongdong
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  |  
View/Download:4/0
  |  
Submit date:2024/06/19
Causal inference
Representation learning
Treatment effects
Emerging Native-Similar Neural Representations Underlie Non-Native Speech Category Learning Success
Journal article
Neurobiology of Language,2021, volume: 2, issue: 2, pages: 280-307
Authors:
Feng, Gangyi
;
Li, Yu
;
Hsu, Shen Mou
;
Wong, Patrick C.M.
;
Chou, Tai Li
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  |  
View/Download:8/0
  |  
Submit date:2022/02/23
Feedback processing
Individual differences
Multivariate representation
Non-native speech learning
Predictive modeling
Tone language
Representation and Reinforcement Learning for Task Scheduling in Edge Computing
Journal article
IEEE Transactions on Big Data,2020
Authors:
Tang, Zhiqing
;
Jia, Weijia
;
Zhou, Xiaojie
;
Yang, Wenmian
;
You, Yongjian
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  |  
View/Download:7/0
  |  
Submit date:2021/04/23
Big Data
Edge computing
Energy consumption
Heuristic algorithms
Processor scheduling
reinforcement learning
Reinforcement learning
representation learning
Scheduling
Task analysis
task scheduling
知识图谱补全算法综述
Journal article
信息通信技术/Information and Communications Technologies,2018, volume: 12, issue: 1, pages: 56-62
Authors:
丁建辉
;
贾维嘉
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View/Download:0/0
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Submit date:2021/09/15
人工智能
Distributed Representation
表示学习
知识图谱
分布式表示
Artificial Intelligence
Representation Learning
Knowledge Graph
Jointly modeling structural and textual representation for knowledge graph completion in zero-shot scenario
Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Macau, China, July 23-25, 2018
Authors:
Ding, Jianhui
;
Ma, Shiheng
;
Jia, Weijia
;
Guo, Minyi
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View/Download:5/0
  |  
Submit date:2021/07/30
Knowledge graph completion
Knowledge representation
Zero-shot learning
TransT: Type-Based Multiple Embedding Representations for Knowledge Graph Completion
Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Skopje, Macedonia, September 18–22, 2017
Authors:
Ma, Shiheng
;
Ding, Jianhui
;
Jia, Weijia
;
Wang, Kun
;
Guo, Minyi
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  |  
View/Download:4/0
  |  
Submit date:2021/07/30
Knowledge graph
Multiple embedding
Representation learning