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2020 – today
- 2024
[c13]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: 354-370- [i2]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 abs/2407.16981 (2024) - 2023
- [p1]David Leake, Zachary Wilkerson, Xiaomeng Ye, David J. Crandall:
Enhancing Case-Based Reasoning with Neural Networks. Compendium of Neurosymbolic Artificial Intelligence 2023: 387-409 - 2022
- [c12]Xiaomeng Ye, David Leake, David Crandall:
Case Adaptation with Neural Networks: Capabilities and Limitations. ICCBR 2022: 143-158 - [c11]Ziwei Zhao, David Leake, Xiaomeng Ye, David J. Crandall:
Generating Counterfactual Images: Towards a C2C-VAE Approach. ICCBR Workshops 2022: 189-194 - [c10]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: 314-323 - 2021
- [c9]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 - [c8]David Leake, Xiaomeng Ye:
Harmonizing Case Retrieval and Adaptation with Alternating Optimization. ICCBR 2021: 125-139 - [c7]Xiaomeng Ye, David Leake, Vahid Jalali, David J. Crandall:
Learning Adaptations for Case-Based Classification: A Neural Network Approach. ICCBR 2021: 279-293 - [i1]Xiaomeng Ye, Ziwei Zhao, David Leake, Xizi Wang, David J. Crandall:
Applying the Case Difference Heuristic to Learn Adaptations from Deep Network Features. CoRR abs/2107.07095 (2021) - 2020
- [c6]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: 245-260 - [c5]David Leake, Xiaomeng Ye:
Learning to Improve Efficiency for Adaptation Paths. ICCBR 2020: 325-340
2010 – 2019
- 2019
- [j1]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): 12-21 (2019) - [c4]Xiaomeng Ye:
C2C Trace Retrieval: Fast Classification Using Class-to-Class Weighting. FLAIRS 2019: 353-358 - [c3]David Leake, Xiaomeng Ye:
On Combining Case Adaptation Rules. ICCBR 2019: 204-218 - 2018
- [c2]Xiaomeng Ye:
The Enemy of My Enemy Is My Friend: Class-to-Class Weighting in K-Nearest Neighbors Algorithm. FLAIRS 2018: 389-394 - 2017
- [c1]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: 170-175
Coauthor Index
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