Xiaomeng Ye

Orcid: 0000-0002-2289-1022

According to our database1, Xiaomeng Ye authored at least 16 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Case-Enhanced Vision Transformer: Improving Explanations of Image Similarity with a ViT-based Similarity Metric.
CoRR, 2024

Towards Network Implementation of CBR: Case Study of a Neural Network K-NN Algorithm.
Proceedings of the Case-Based Reasoning Research and Development, 2024

2023
Enhancing Case-Based Reasoning with Neural Networks.
Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

2022
Generation and Evaluation of Creative Images from Limited Data: A Class-to-Class VAE Approach.
Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27, 2022

Generating Counterfactual Images: Towards a C2C-VAE Approach.
Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Case Adaptation with Neural Networks: Capabilities and Limitations.
Proceedings of the Case-Based Reasoning Research and Development, 2022

2021
Applying the Case Difference Heuristic to Learn Adaptations from Deep Network Features.
CoRR, 2021

Learning Adaptations for Case-Based Classification: A Neural Network Approach.
Proceedings of the Case-Based Reasoning Research and Development, 2021

Harmonizing Case Retrieval and Adaptation with Alternating Optimization.
Proceedings of the Case-Based Reasoning Research and Development, 2021

Supporting Case-Based Reasoning with Neural Networks: An Illustration for Case Adaptation.
Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020
Applying Class-to-Class Siamese Networks to Explain Classifications with Supportive and Contrastive Cases.
Proceedings of the Case-Based Reasoning Research and Development, 2020

Learning to Improve Efficiency for Adaptation Paths.
Proceedings of the Case-Based Reasoning Research and Development, 2020

2019
GeaBase: a high-performance distributed graph database for industry-scale applications.
Int. J. High Perform. Comput. Netw., 2019

On Combining Case Adaptation Rules.
Proceedings of the Case-Based Reasoning Research and Development, 2019

C2C Trace Retrieval: Fast Classification Using Class-to-Class Weighting.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

2018
The Enemy of My Enemy Is My Friend: Class-to-Class Weighting in K-Nearest Neighbors Algorithm.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018


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