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Xiaomeng Ye

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2020 – today

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2022
[c11]
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Xiaomeng Ye, David Leake, David J. Crandall:
Case Adaptation with Neural Networks: Capabilities and Limitations. ICCBR 2022: 143-158
[c10]
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  - electronic edition @ computationalcreativity.net
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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]
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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]
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David Leake, Xiaomeng Ye:
Harmonizing Case Retrieval and Adaptation with Alternating Optimization. ICCBR 2021: 125-139
[c7]
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Xiaomeng Ye, David Leake, Vahid Jalali, David J. Crandall:
Learning Adaptations for Case-Based Classification: A Neural Network Approach. ICCBR 2021: 279-293
[i1]
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  - journals/corr/abs-2107-07095
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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]
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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]
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David Leake, Xiaomeng Ye:
Learning to Improve Efficiency for Adaptation Paths. ICCBR 2020: 325-340

2010 – 2019

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2019
[j1]
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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]
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Xiaomeng Ye:
C2C Trace Retrieval: Fast Classification Using Class-to-Class Weighting. FLAIRS 2019: 353-358
[c3]
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David Leake, Xiaomeng Ye:
On Combining Case Adaptation Rules. ICCBR 2019: 204-218
2018
[c2]
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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]
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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

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