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Jiye Liang

Shanxi University

No.92 Wucheng Rd

Taiyuan, 030006

China

SCHOLARLY PAPERS

9

DOWNLOADS

360

TOTAL CITATIONS

0

Scholarly Papers (9)

1.

Rethinking Exploration-Exploitation Trade-Off in Reinforcement Learning Via Cognitive Consistency

Number of pages: 44 Posted: 11 Nov 2024
Da Wang, Wei Wei, Lin Li, Xin Wang and Jiye Liang
Shanxi University, Shanxi University, Shanxi University, Tsinghua University and Shanxi University
Downloads 116 (613,149)

Abstract:

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Off-policy reinforcement learning, Sample efficiency, Exploration-exploitation trade-off, Cognitive consistency

2.

Tsi-Gcn: Translation and Scaling Invariant Gcn for 3d Point Cloud Analysis

Number of pages: 7 Posted: 09 Sep 2024
Zijin Du, Jiye Liang, Kaixuan Yao and Feilong Cao
Shanxi University, Shanxi University, Shanxi University and China Jiliang University
Downloads 64 (933,592)

Abstract:

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Point cloud, Graph convolutional neural network, Invariance, Robustness

3.

Exploring the Role of Edge Distribution in Graph Convolutional Networks

Number of pages: 35 Posted: 15 Mar 2023
Liancheng He, Liang Bai, Xian Yang and Jiye Liang
Shanxi University, Shanxi University School of Computer and Information Technology, The University of Manchester and Shanxi University
Downloads 51 (1,052,702)

Abstract:

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Graph Neural Network, graph convolutional network, homophily, heterophilous graph

4.

Prototype Contrastive Explainer for Graph Neural Networks

Number of pages: 26 Posted: 25 Oct 2024
Shanxi University, Shanxi University, Shanxi University, Shanxi University of Finance and Economics, Shanxi University, Shanxi University and Shanxi University
Downloads 31 (1,318,317)

Abstract:

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Graph Neural Networks, Interpretable GNNs, prototype learning, Subgraph Learning

5.

Sparse Regularized Correlation Filter for Uav Object Tracking with Adaptive Contextual Learning and Keyfilter Selection

Number of pages: 31 Posted: 19 May 2023
Zhangjian Ji, Kai Feng, Yuhua Qian and Jiye Liang
Shanxi University, Shanxi University, Shanxi University and Shanxi University
Downloads 29 (1,332,057)

Abstract:

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Object tracking, Correlation filter, L1 regularization, adaptive contextual learning, adaptive key-filter selection

6.

Cross-Modal Propagation Network for Generalized Zero-Shot Learning

Number of pages: 7 Posted: 11 Mar 2022
Shanxi University, Shanxi University, Shanxi University and Nanjing University of Science and Technology
Downloads 29 (1,332,057)

Abstract:

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Zero-shot learning, Generative adversarial network, Meta-learning, Label propagation

7.

Domain-Class Uncertainty-Aware Data Splitting for Domain Generalization

Number of pages: 24 Posted: 02 Sep 2025
Jiao Zhao, Junbiao Cui, Bin Zheng and Jiye Liang
Shanxi University, Shanxi University, Shanxi University and Shanxi University
Downloads 17 (1,481,165)

Abstract:

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Domain Generalization, Core data mining, Data splitting

8.

Domain Generalization via Decoupling Class and Domain Discriminability: A Sample Perspective

Number of pages: 36 Posted: 26 Jan 2026
Jiao Zhao, Junbiao Cui, Bin Zheng and Jiye Liang
Shanxi University, Shanxi University, Shanxi University and Shanxi University
Downloads 15 (1,500,778)

Abstract:

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Domain generalization Core data miningDual-path learning

9.

Three-Way Feature Encoding with Shadowed Prototypes

Number of pages: 38 Posted: 03 Apr 2026
Zihao Li, Xiaodong Yue, Siwen Liu and Jiye Liang
Shanghai University, Shanghai University - School of Computer Engineering and Science, Shanghai University and Shanxi University
Downloads 8 (1,555,090)

Abstract:

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three-way decisions, Shadowed sets, Feature Encoding