Xiaomeng Ye

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Alternating Optimization

Nearest Neighbour

Case Adaptation

Top Venues

FLAIRS Conference

Int. J. High Perform. Comput. Netw.

Publications

Ziwei Zhao, David Leake, Xiaomeng Ye, David J. Crandall
Case-Enhanced Vision Transformer: Improving Explanations of Image Similarity with a ViT-based Similarity Metric. CoRR (2024)
Xiaomeng Ye, David Leake, Yu Wang, Ziwei Zhao, David Crandall
Towards Network Implementation of CBR: Case Study of a Neural Network K-NN Algorithm. ICCBR (2024)
Ziwei Zhao, David Leake, Xiaomeng Ye, David J. Crandall
Generating Counterfactual Images: Towards a C2C-VAE Approach. ICCBR Workshops (2022)
Xiaomeng Ye, David Leake, David J. Crandall
Case Adaptation with Neural Networks: Capabilities and Limitations. ICCBR (2022)
Xiaomeng Ye, Ziwei Zhao, David Leake, David Crandall
Generation and Evaluation of Creative Images from Limited Data: A Class-to-Class VAE Approach. ICCC (2022)
David Leake, Xiaomeng Ye
Harmonizing Case Retrieval and Adaptation with Alternating Optimization. ICCBR (2021)
Xiaomeng Ye, Ziwei Zhao, David Leake, Xizi Wang, David J. Crandall
Applying the Case Difference Heuristic to Learn Adaptations from Deep Network Features. CoRR (2021)
David Leake, Xiaomeng Ye, David J. Crandall
Supporting Case-Based Reasoning with Neural Networks: An Illustration for Case Adaptation. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Xiaomeng Ye, David Leake, Vahid Jalali, David J. Crandall
Learning Adaptations for Case-Based Classification: A Neural Network Approach. ICCBR (2021)
Xiaomeng Ye, David Leake, William Huibregtse, Mehmet M. Dalkilic
Applying Class-to-Class Siamese Networks to Explain Classifications with Supportive and Contrastive Cases. ICCBR (2020)
David Leake, Xiaomeng Ye
Learning to Improve Efficiency for Adaptation Paths. ICCBR (2020)
David Leake, Xiaomeng Ye
On Combining Case Adaptation Rules. ICCBR (2019)
Xiaomeng Ye
C2C Trace Retrieval: Fast Classification Using Class-to-Class Weighting. FLAIRS Conference (2019)
Zhisong Fu, Zhengwei Wu, Houyi Li, Yize Li, Min Wu, Xiaojie Chen, Xiaomeng Ye, Benquan Yu, Xi Hu
GeaBase: a high-performance distributed graph database for industry-scale applications. Int. J. High Perform. Comput. Netw. 15 (1/2) (2019)
Xiaomeng Ye
The Enemy of My Enemy Is My Friend: Class-to-Class Weighting in K-Nearest Neighbors Algorithm. FLAIRS Conference (2018)
Zhisong Fu, Zhengwei Wu, Houyi Li, Yize Li, Min Wu, Xiaojie Chen, Xiaomeng Ye, Benquan Yu, Xi Hu
GeaBase: A High-Performance Distributed Graph Database for Industry-Scale Applications. CBD (2017)